Tech Blog Radar

Announcing Genkit Middleware: Intercept, extend, and harden your agentic apps

Genkit is an open-source framework designed to help developers build production-ready, agentic AI applications using TypeScript, Go, Dart, and Python. The framework utilizes a powerful middleware system that intercepts g...

Agents CLI in Agent Platform: create to production in one CLI

Google Cloud has introduced the Agents CLI, a specialized tool designed to bridge the gap between local development and production-grade AI agent deployment. The CLI provides coding assistants with machine-readable acces...

All the news from the Google I/O 2026 Developer keynote

Google announced the transition from assistive AI to independent agents, highlighting the launch of the Gemini 3.5 series and major updates to its Antigravity agent-first development platform. For mobile developers, the ...

Building with Gemini Embedding 2: Agentic multimodal RAG and beyond

Google has announced the general availability of Gemini Embedding 2, a unified model that maps text, images, video, audio, and documents into a single semantic space. This model allows developers to process interleaved m...

Subagents have arrived in Gemini CLI

Gemini CLI has introduced subagents, specialized expert agents that handle complex or high-volume tasks in isolated context windows to keep the primary session fast and focused. These agents can be customized via Markdow...

Accelerating on-device AI: A look at Arm and Google AI Edge optimization

Integration of Arm Scalable Matrix Extension 2 (SME2) and the Google AI Edge software stack enables high-performance, on-device generative AI by turning the CPU into a powerful matrix-compute accelerator. Using Stability...

Blazing fast on-device GenAI with LiteRT-LM

Google AI Edge’s LiteRT-LM provides a production-proven, highly optimized infrastructure for running Gemma 4 across cross-platform mobile and edge environments. It actively unlocks the model's native multimodal and agent...

Building real-world on-device AI with LiteRT and NPU

LiteRT is a production-ready framework designed to help mobile developers unlock the power of Neural Processing Units (NPUs), overcoming the performance and battery limitations of traditional CPU or GPU processing. By pr...

Build Long-running AI agents that pause, resume, and never lose context with ADK

How to transition from stateless chatbots to production-grade agents capable of managing long-running enterprise workflows, such as HR onboarding, that span days or weeks. It introduces the Agent Development Kit (ADK) an...

One Year of Innovation: Celebrating 100k Members in the Google Cloud x NVIDIA Developer Community

The Google Cloud and NVIDIA developer community is celebrating its first anniversary with 100,000 members and a renewed focus on providing builders with advanced AI infrastructure and resources. To accelerate development...

A Smarter Google AI Edge Gallery: MCP integration, notifications, and session continuity

The Google AI Edge Gallery app has expanded its on-device AI capabilities by introducing experimental support for the open-source Model Context Protocol (MCP) on Android, allowing Gemma 4 to coordinate complex tasks acro...

Speeding Up AI: Bringing Google Colossus to PyTorch via GCSFS and Rapid Bucket

Google Cloud has introduced a high-performance integration that connects Rapid Storage directly to PyTorch via the fsspec interface to eliminate AI training bottlenecks. By utilizing Google’s Colossus architecture and bi...

A2UI v0.9: The New Standard for Portable, Framework-Agnostic Generative UI

A2UI v0.9 introduces a framework-agnostic standard designed to help AI agents generate real-time, tailored UI widgets using a company’s existing design system. This update simplifies the developer experience with a new A...

Build Better AI Agents: 5 Developer Tips from the Agent Bake-Off

The Google Cloud AI Agent Bake-Off highlights a shift from simple prompt engineering to rigorous agentic engineering, emphasizing that production-ready AI requires a modular, multi-agent architecture. The post outlines f...

New enhancements for merchant initiated transactions with the Google Pay API

Google has introduced enhancements to the Google Pay API to provide developers with greater flexibility and control over merchant-initiated transactions (MIT). The update includes new objects within the PaymentDataReques...

Google Tensor SDK Beta with LiteRT

The Google Tensor ML SDK is graduating to its Beta phase, allowing developers to build and deploy high-performance machine learning models directly onto the TPU of Google Pixel 10 devices. By integrating with LiteRT, Goo...

MaxText Expands Post-Training Capabilities: Introducing SFT and RL on Single-Host TPUs

MaxText has introduced new support for Supervised Fine-Tuning (SFT) and Reinforcement Learning (RL) on single-host TPU configurations, leveraging JAX and the Tunix library for high-performance model refinement. These fea...

Production-Ready AI Agents: 5 Lessons from Refactoring a Monolith

The blog post outlines the transition of a brittle sales research prototype into a robust production agent using Google’s Agent Development Kit (ADK). By replacing monolithic scripts with orchestrated sub-agents and stru...

Supercharging LLM inference on Google TPUs: Achieving 3X speedups with diffusion-style speculative decoding

Researchers at UCSD have successfully implemented DFlash, a block-diffusion speculative decoding method, on Google TPUs to bypass the sequential bottlenecks of traditional autoregressive drafting. By "painting" entire bl...

An important update: Transitioning Gemini CLI to Antigravity CLI

Google is unifying its AI terminal tools by transitioning the community-focused Gemini CLI into Antigravity CLI, a new agent-first platform built for complex, multi-agent workflows. This new Go-based tool offers faster e...

🚀 Building BUCHI: A Secure Self-Healing AI Kernel inside Termux

<p>Hello Developers & Security Researchers,</p> <p>मैंने टर्मक्स (Termux) के भीतर सुरक्षित रूप से लोकल और शेल ऑपरेशन्स को ऑटोमेट करने के लिए एक एडवांस एआई एजेंट कर्नल विकसित किया है – <strong>BUCHI Framework</strong>। य...

A new whale detection network launches in SF Bay, alerting ships in real time

<p>Article URL: <a href="https://apnews.com/article/climate-marine-heat-wave-whale-boats-ai-5a12ce2ad68929a54ebac84ef2824ac0">https://apnews.com/article/climate-marine-heat-wave-whale-boats-ai-5a12ce2ad68929a54ebac84ef28...

How to Set Up PostMTA: Complete Installation Guide

<h2> How to Set Up PostMTA: Complete Installation Guide </h2> <p>PostMTA is the enterprise-grade email delivery platform built on KumoMTA. This guide walks through a production-ready setup.</p> <h3> Pre...

Python Decorators Explained Simply

<h1> Python Decorators Explained Simply </h1> <h2> Introduction </h2> <p>Python Decorators Explained Simply is essential knowledge for every developer.</p> <h2> Key Points </h2> <ol> <li>Start...

How to Secure Your Linux Server in 10 Steps

<h1> How to Secure Your Linux Server in 10 Steps </h1> <h2> Introduction </h2> <p>How to Secure Your Linux Server in 10 Steps is essential knowledge for every developer.</p> <h2> Key Points </h...

Code-Specify-Test-Debug-Prove: Flexibly Integrating Separation Logic [pdf]

<p>Article URL: <a href="https://www.cl.cam.ac.uk/~pes20/pldi2026-paper155-supplementary.pdf">https://www.cl.cam.ac.uk/~pes20/pldi2026-paper155-supplementary.pdf</a></p> <p>Comments URL: <a href="https://news.ycombinator...

Testing MiniMax M2.7 via API on three real ML and coding workflows

<p>Article URL: <a href="https://andlukyane.com//blog/minimax-m27-workflows">https://andlukyane.com//blog/minimax-m27-workflows</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48203249">https://new...

Show HN: FpgacapZero on BRS-100-GW1NR9 dev board

<p>As per title. Took a bit of fiddlin' but we got there.</p> <hr /> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48203242">https://news.ycombinator.com/item?id=48203242</a></p> <p>Points: 1</p> <p># Co...

How to Set Up PostMTA: Complete Installation Guide

<h2> How to Set Up PostMTA: Complete Installation Guide </h2> <p>PostMTA is the enterprise-grade email delivery platform built on KumoMTA. This guide walks through a production-ready setup.</p> <h3> Pre...

Why your Anthropic prompt caching probably isn't working (and the npm package I built to fix it)

<p>I'm a solo developer with about five years of experience, mostly outside AI. The last few months I've been getting serious about it — reading docs, building small things with Claude, learning how it differs from the w...

Applying for Funding Is Exhausting

<p>almost all funding program ask same questions. it feels repetitive and time consuming for founders. at same time it is also important to apply. So we built sabapplier for founders to apply any funding program in 1 min...

Manhattan Distance or Taxicab Geometry

<p>Article URL: <a href="https://en.wikipedia.org/wiki/Taxicab_geometry">https://en.wikipedia.org/wiki/Taxicab_geometry</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48203235">https://news.ycombi...

FriendHike – Find hiking buddies near you

<p>Article URL: <a href="https://friendhike.com">https://friendhike.com</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48203233">https://news.ycombinator.com/item?id=48203233</a></p> <p>Points: 1<...

The Wedge Was After the Form Response

<p>Article URL: <a href="https://www.indiehackers.com/post/the-wedge-was-after-the-form-response-10d92e78a8">https://www.indiehackers.com/post/the-wedge-was-after-the-form-response-10d92e78a8</a></p> <p>Comments URL: <a ...

Deleting the 8.4GB Python Sidecar: Pure Go + CUDA with `CGO_ENABLED=0`

<p><strong>TL;DR:</strong> I built <code>gocudrv</code> so Go services can talk directly to NVIDIA GPUs — no cgo, no CUDA toolkit, no bloated Python dependencies. One static binary.</p> <p>Last month I was reviewing a p...

I built persistent AI memory for Claude on Cloudflare's free tier

<p>Every Claude session starts fresh. You copy context, explain your setup, reintroduce your project, and then do it all over again the next day. I got tired of this and created a solution.</p> <p>second-brain-cloudflar...

Show HN: Give This Markdown to Your Coding Agent Before Publishing to NPM

<p><a href="https://npm-supply-chain-attack-techniques.pagey.site/attack-techniques-context.md" rel="nofollow">https://npm-supply-chain-attack-techniques.pagey.site/attack...</a><p>Website: <a href="https://npm-supply-ch...

Deel's "Accelerate or Die" Moment

<p>Article URL: <a href="https://www.onlycfo.io/p/deels-accelerate-or-die-moment">https://www.onlycfo.io/p/deels-accelerate-or-die-moment</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48203211">h...

Claude is telling users to go to sleep mid-session and nobody understands why

<p>Article URL: <a href="https://fortune.com/2026/05/14/why-is-claude-telling-users-to-go-to-sleep-anthropic-ai-sentient/">https://fortune.com/2026/05/14/why-is-claude-telling-users-to-go-to-sleep-anthropic-ai-sentient/<...

CNN: 'Russia is losing in Ukraine. China has noticed – Trump should too'

<p>Article URL: <a href="https://www.cnn.com/2026/05/20/politics/russia-losing-ukraine-mcgurk-analysis">https://www.cnn.com/2026/05/20/politics/russia-losing-ukraine-mcgurk-analysis</a></p> <p>Comments URL: <a href="http...

How I Parse 14 Languages With One Function — Codewalk Deep Dives #1

<p>Building a <strong>polyglot</strong> code parser with <strong>tree-sitter</strong> that handles Python, Rust, Dart, Go, and 10 more — without writing 14 parsers.</p> <p>I needed to extract every function and class fr...

Email Bounce Rate: How to Keep It Under 2% with PostMTA

<h2> Keeping Your Email Bounce Rate Under 2% with PostMTA </h2> <p>A bounce rate above 2% damages your sender reputation and lands you in spam folders. Here's how to fix it.</p> <h3> Hard Bounces vs Sof...

Trying to figure out what Claude is helping in?

<p>Comments URL: <a href="https://news.ycombinator.com/item?id=48203178">https://news.ycombinator.com/item?id=48203178</a></p> <p>Points: 1</p> <p># Comments: 0</p>

Practice Guide for Computer [pdf]

<p>Article URL: <a href="https://codeberg.org/oneirophage/practice-guide-for-computer/raw/branch/main/guide.pdf">https://codeberg.org/oneirophage/practice-guide-for-computer/raw/branch/main/guide.pdf</a></p> <p>Comments ...

PostMTA vs SendGrid: Enterprise Email Delivery Compared

<h2> PostMTA vs SendGrid: Which Handles Enterprise Email Better? </h2> <p>SendGrid charges <strong>$89+/month</strong> for 100K emails. PostMTA delivers the same volume for a fraction of the cost — running on yo...

HN: SteelSpine replay tool for debugging AI agents

<p>Article URL: <a href="https://steelspine.ai">https://steelspine.ai</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48203130">https://news.ycombinator.com/item?id=48203130</a></p> <p>Points: 1</p...

Hiring | AI Automation Engineer

<p>Apply Here: https://forms.saganrecruitment.com/t/w4pSWVn52wus?utm_source=ycombinator</p> <hr /> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48203128">https://news.ycombinator.com/item?id=48203128</a...

Why Debugging CI Failures Still Wastes More Dev Time Than Writing Code

<h2> The real cost of a red pipeline </h2> <p>CI pipelines fail. That's expected — it's literally their job to catch problems. But here's what shouldn't be normal: spending 30 minutes reading raw logs to figure ...

Show HN: GoPOSIX – a Go-native POSIX userland, ~97% BusyBox-compatible

<p>A few things kind of aligned over the last month. I'd been wanting to try pi.dev (<a href="https://pi.dev" rel="nofollow">https://pi.dev</a>), DeepSeek has a very aggressive 75% discount on their v4-pro model until en...

Why agents need settlement rails, not SaaS subscriptions

<p>AI agents can think, but they still cannot pay. 这不是模型能力问题，而是支付基础设施问题。 Most software pricing on the internet still assumes the payer is a human. You sign up for an account, attach a credit card, subscribe to a plan, ge...

Autonomous Multi-Agent Cyber Defense

<p>Existing cyber defense systems fail to stop real-time, cross-domain attacks because they lack the adaptive, self-updating multi-agent coordination needed to isolate threats in production environments.</p> <hr /> <p>Co...

PostMTA vs SendGrid: Enterprise Email Delivery Compared

<h2> PostMTA vs SendGrid: Which Handles Enterprise Email Better? </h2> <p>SendGrid charges <strong>$89+/month</strong> for 100K emails. PostMTA delivers the same volume for a fraction of the cost — running on yo...

Vance tells anti-immigration protesters in the UK to 'keep on going'

<p>Article URL: <a href="https://www.theguardian.com/us-news/2026/may/19/jd-vance-uk-anti-immigration-rally-comments">https://www.theguardian.com/us-news/2026/may/19/jd-vance-uk-anti-immigration-rally-comments</a></p> <p...

DKIM SPF DMARC: Complete Email Authentication for PostMTA

<h2> DKIM, SPF & DMARC: Complete Email Authentication Setup for PostMTA </h2> <p>Email authentication is non-negotiable for deliverability. Here's how to configure it properly with PostMTA.</p> <h3> DNS...

LLM Wiki v2

<p>Article URL: <a href="https://gist.github.com/kanmadigital/2369c4f5ea410cb8f6a1647b40c0e2a1">https://gist.github.com/kanmadigital/2369c4f5ea410cb8f6a1647b40c0e2a1</a></p> <p>Comments URL: <a href="https://news.ycombin...

TSU Protocol: Open-Source RISC-V NPU for Edge AI (1779251031)

<h1> TSU Protocol: Open-Source RISC-V NPU for Edge AI </h1> <h2> The Problem </h2> <p>AI inference needs dedicated hardware, but existing options are expensive and proprietary. NVIDIA's Grace Hopper cos...

Ask HN: How does everyone talk about their work when they've used AI?

<p>Hi! I was working on a couple of personal projects, and I've been using Claude Code for a while. Recently, I've been wanting to talk about my work publicly, but I started to think about how I would exactly talk about ...

Stop Worker Crashes: Fixing Laravel Queue Memory Leaks in Production

<h2>The Silent Killer of Background Jobs</h2> <p>When you deploy a B2B SaaS platform at Smart Tech Devs, your Laravel queues handle the heaviest lifting—processing CSV imports, generating PDF reports, and sending thousa...

Still thinking about this topic honestly. Some really good perspectives in the comments already, but I feel like the discussion is still open. https://dev.to/georgi_hristov/is-slow-growth-better-than-viral-hype-in-open-source-4lec

<div class="ltag__link--embedded"> <div class="crayons-story "> <a class="crayons-story__hidden-navigation-link" href="https://dev.to/georgi_hristov/is-slow-growth-better-than-viral-hype-in-open-source-4lec">Is Slow ...

Ask HN: How to manage AI APIs for SaaS application?

<p>I want to build an AI app. My idea is to support BYOK (bring your own key) or to manage one API key for each user.<p>What are the solutions to issue a lot of API keys for commercial apps? I would love to hear from the...

How to Set Up PostMTA: Complete Installation Guide

<h2> How to Set Up PostMTA: Complete Installation Guide </h2> <p>PostMTA is the enterprise-grade email delivery platform built on KumoMTA. This guide walks through a production-ready setup.</p> <h3> Pre...

PostMTA vs SendGrid: Enterprise Email Delivery Compared

<h2> PostMTA vs SendGrid: Which Handles Enterprise Email Better? </h2> <p>SendGrid charges <strong>$89+/month</strong> for 100K emails. PostMTA delivers the same volume for a fraction of the cost — running on yo...

How I built a free carbon credit risk model using NASA satellite data, dbt, and Streamlit

<p>I spent 3 weeks building an open-source pipeline <br /> that scores permanence risk for every blue carbon <br /> project on Verra registry.</p> <p>Here's the stack:</p> <p>→ NASA FIRMS API — live satellite fire aler...

Instagram Comments Scraping: Complete Guide to Monitoring and Analysis for 2026

<h2> Overview </h2> <p>Instagram has become one of the most valuable sources of consumer sentiment, brand feedback, and trend identification for businesses across industries. The question of how to monitor and a...

I Open-Sourced a Browser-Based AI Background Remover — Here's the Full Architecture

<p>Most background removal tools work like this: upload your photo to a server, wait for an AI model to process it, download the result. Your image sits on someone else's infrastructure. You hope they delete it.</p> <p>...

Ask HN: What are Stainless users doing now that Anthropic has killed it?

<p>Hey HN, Two days ago, Anthropic bought Stainless and then immediately killed it. Stainless offered the ability to take an OpenAPI spec and automatically turn it into SDKs in almost any language, plus an MCP server.<p>...

Deep Dive: Understanding DuckDB for Python Develop…

<blockquote> <p>Originally published at <a href="https://norvik.tech/en/news/anatomia-duckdb-python-desarrolladores" rel="noopener noreferrer">norvik.tech</a></p> </blockquote> <h2> Introduction </h2> <p>Explor...

An Autonomous AI Engine Working Overnight — What It Did Without Me

<p>A follow-up to my <a href="https://dev.to/elia_airtisshmuelovitc/an-autonomous-engine-that-catalogs-its-own-failures-4b4e">earlier post</a> about the ALEF Pattern Catalog. This is what the engine did overnight while I...

Python Decorators Explained Simply

<h1> Python Decorators Explained Simply </h1> <h2> Introduction </h2> <p>Python Decorators Explained Simply is essential knowledge for every developer.</p> <h2> Key Points </h2> <ol> <li>Start...

Score Any CVSS Vector Offline - v3.1 and v4.0, Zero Dependencies

<p>A 4 KB JavaScript library that parses and scores CVSS vectors with no network calls, no build step, and no third-party API. Use it in CI or drop a web component into any page.</p> <p>Every vuln management tool eventu...

Alternatives to HN for "tech outside of AI" discussion?

<p>I'm not the first to opine that recently there seems to be an effect on HN whereby the AI hypetrain has essentially drowned out discussions of anything other than stories either directly or indirectly related to AI an...

Google Trends API Tools: Complete Comparison Guide for 2026

<h2> Overview </h2> <p>Accessing Google Trends data programmatically has become essential for SEO professionals, market researchers, content strategists, and data analysts seeking to understand search behavior p...

Vacuum flux has memory too [4]

<p>Alternate takes on HN "move over cassette tapes, adheasive tape has memory, too"[0][1] using measurable/repeatable tension/adheasion discussed in HN "Air Powered Segment Display" video series[2]<p>Add beam stirling en...

David Stark: Top High-Paying Roles

<h3> 👋 Hello Developers, </h3> <p>The market is shifting. We are seeing a surge in <strong>PYTHON</strong> roles this week.</p> <p>Our internal system just processed 200+ verified remote jobs from our partner n...

Google Maps Scraping: Complete Guide to Tools and Strategies for 2026

<h2> Overview </h2> <p>Google Maps has become one of the most valuable data sources for lead generation, competitive intelligence, and market research. Organizations across real estate, marketing, sales, and con...

"How I discovered a hidden 146W power draw on NVIDIA A100 GPUs (and built an open‑source fix)”

<p><strong>How I discovered a hidden 146W power draw on NVIDIA A100 GPUs (and built an open‑source fix)</strong></p> <p><em>TL;DR: <code>nvidia-smi</code> reported 0% utilization, but the GPU was drawing 146W. Standard ...

Why we built Replay before everything else

<p><strong>A note on building reliability infrastructure for AI agents — and why post-incident debugging matters more than pre-flight validation.</strong><br /> A few weeks ago I started building SafeRun — inline reliabi...

One Open Source Project a Day (No. 70): Claude Plugins Official — A Complete Tour of Anthropic's Official Claude Code Plugin Ecosystem

<h2> Introduction </h2> <blockquote> <p>"Plugins extend Claude Code with commands, agents, skills, hooks, and MCP servers."</p> </blockquote> <p>This is the NO.70 article in the "One Open Source Project a Day" ...

Ask HN: Should I learn to code in 2026?

<p>Comments URL: <a href="https://news.ycombinator.com/item?id=48202040">https://news.ycombinator.com/item?id=48202040</a></p> <p>Points: 3</p> <p># Comments: 3</p>

I made an App that uses local LLMs to monitor your screen

<p>Hey guys!<p>I made this FOSS app that monitors your screen and sends you notifications. I just hit 1.4k stars on GH and 2k users!!<p>It's made by just me!<p>Some use cases from users (who have shared hahaha I have no ...

Tell HN: Google banned Railway's account. Everything down

<p>Everything down including railway.com - this is a bad outage. :(</p> <hr /> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48201330">https://news.ycombinator.com/item?id=48201330</a></p> <p>Points: 19<...

Ask HN: How are you handling the identity sprawl in your company/startup?

<p>A founder I know had to let an engineer go last month. After few days; the core database gone. Thankfully, they recovered from a backup.<p>The fired engineer had an SSH key which no one knew about; hence no one revoke...

Ask HN: How would you find early users for an AI trading assistant before MVP?

<p>I’m building an AI analyst desk for retail FX traders.<p>The idea is to split the work of a real FX analyst desk across five LLM agents: macro context, setup comparison, risk review, specialist synthesis, and reflecti...

Ask HN: Are toiled rolls the same everywhere?

<p>Why are toilet rolls exactly the same in every country? Almost no other items are.</p> <hr /> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48200922">https://news.ycombinator.com/item?id=48200922</a><...

Ask HN: Natural Language App Testing?

<p>Hey HN - we're contemplating building our own E2E natural language test framework.<p>I figured someone else must have built this already. Who are the established providers in this space? Does anyone have recommendatio...

Bring state-of-the-art agentic skills to the edge with Gemma 4

Google DeepMind has launched Gemma 4, a family of state-of-the-art open models designed to enable multi-step planning and autonomous agentic workflows directly on-device. The release includes the Google AI Edge Gallery f...

TorchTPU: Running PyTorch Natively on TPUs at Google Scale

TorchTPU is a new engineering stack designed to provide a native, high-performance experience for running PyTorch workloads on Google’s TPU infrastructure with minimal code changes. It features an "Eager First" approach ...

Supporting Google Account username change in your app

Google has updated its account settings to allow U.S. users to change their @gmail.com usernames while keeping all existing account data and inboxes intact. For developers, this means that while old email addresses will ...

ADK Go 1.0 Arrives!

The launch of Agent Development Kit (ADK) for Go 1.0 marks a significant shift from experimental AI scripts to production-ready services by prioritizing observability, security, and extensibility. Key updates include nat...

Get ready for Google I/O: Livestream schedule revealed

Google I/O returns May 19–20 to showcase major updates in AI, Android, Chrome, and Cloud, beginning with a keynote on the "agentic era" of development. The event will focus on new tools designed to automate complex workf...

Developer’s Guide to Building ADK Agents with Skills

The Agent Development Kit (ADK) SkillToolset introduces a "progressive disclosure" architecture that allows AI agents to load domain expertise on demand, reducing token usage by up to 90% compared to traditional monolith...

Anthropic is killing stainless, so we built our own SDK/MCP generator

<p>https://x.com/iiviieee/status/2056850759304798543 https://github.com/crosmos-labs/ironic/</p> <hr /> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48200281">https://news.ycombinator.com/item?id=482002...

VeilGate- Deception Reverse Proxy

<p>In my day job, I run AI pentest agents against real targets like banks, fintechs, and secured production stacks with paid WAFs. I also deal with multilayer infrastructure and dedicated security teams. Despite these de...

Anthropic hires OpenAI co-founder Andrej Karpathy to lead Claude pre-training research

<img alt="Three vertically stacked bow tie shapes in varying shades of gray, light gray, and blue, each with a distressed, speckled texture, arranged on a cream background" class="webfeedsFeaturedVisual wp-post-image wp-...

Ask HN: How are agentic workflows meant to offset AI debt?

<p>I don't know quite how to put it. But projects I inherit and am supposed to get over the line have this same strange quality: they are 'undesigned'.<p>I believe this may be because processes and context-related code...

Is SMS the last bastion of app fatigue?

<p>I've long been intrigued with SMS as a user interface. It's accessible, minimal, and hasn't really changed much.<p>I've had lots of ideas and even implemented some personal solutions built on SMS. Human-in-the-loop to...

CloudNSite – AI agents that replace manual business processes for SMBs

<p>Hey HN,<p>I built CloudNSite, a consulting firm that deploys AI agents to automate repetitive business workflows across healthcare, legal, real estate, and a few other verticals.<p>The problem I kept running into with...

Introducing OpenAI for Singapore

OpenAI for Singapore launches a multi-year AI partnership to expand deployment, build local talent, and support businesses and public services with AI.

Anthropic Introduces MCP Tunnels for Private Agent Access to Internal Systems

<img src="https://res.infoq.com/news/2026/05/claude-mcp-tunnels/en/headerimage/generatedHeaderImage-1779216964890.jpg" /><p>Anthropic has expanded its Claude Managed Agents platform with two enterprise-focused capabiliti...

A new chapter: Friends of Figma’s brand refresh tells the story of a global community

From São Paulo to Islamabad, Friends of Figma chapters around the world are distinct, vibrant, and locally rooted. Our new brand gives them a more authentic way to express themselves.

Google now lets developers use GPT and Claude in Android Studio

<img alt="" class="webfeedsFeaturedVisual wp-post-image wp-stateless-item" height="641" src="https://cdn.thenewstack.io/media/2026/02/08eb79e4-mitchell-luo-jz4ca36oj_m-unsplash-scaled-1024x641.jpg" style="display: block;...

Everything new in our Google AI subscriptions, fresh from I/O 2026

The image shows colorful icons. The copy reads: More magic in one plan. More power, more perks, same price.

Google wants to make the web agent-ready

<img alt="Google I/O 2026" class="webfeedsFeaturedVisual wp-post-image wp-stateless-item" height="605" src="https://cdn.thenewstack.io/media/2026/05/44d698d7-screenshot-2026-05-19-at-13.31.57.png" style="display: block; ...

How AI Mode is changing the way people search in the U.S.

A graphic features the text "How people are using AI Mode in the U.S." surrounded by colorful, stylized illustrations of a pencil, planet, banana, gift box, cursor, gamepad, and lipstick on a light blue background.

Gemini 3.5: frontier intelligence with action

Gemini 3.5 text and multi-colored star icon on an abstract blue background.

Google launches $100 AI Ultra plan and cuts top tier to $200

<img alt="Google I/O 2026" class="webfeedsFeaturedVisual wp-post-image wp-stateless-item" height="508" src="https://cdn.thenewstack.io/media/2026/05/516ae022-screenshot-2026-05-19-at-13.47.46.png" style="display: block; ...

I/O 2026: Welcome to the agentic Gemini era

a series of colorful icons representing Google I/O against a black background

New ways to create and get things done in Google Workspace

Google Workspace

Google’s Gemini 3.5 Flash beats the frontier models

<img alt="" class="webfeedsFeaturedVisual wp-post-image wp-stateless-item" height="630" src="https://cdn.thenewstack.io/media/2026/05/8261f7a3-screenshot-2026-05-19-at-13.29.35.png" style="display: block; margin: auto; m...

Google now lets you vibe code native Android apps in AI Studio

<img alt="Abstract pinwheel-like swirl of green, yellow, blue, and red hues radiating from a central point — a colorful, motion-blurred graphic suggesting creative momentum and the playful, experimental energy of vibe co...

A new era for AI Search

Text that reads "The best of a search engine with the best of AI"

I/O 2026

<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/original_images/Collection-Hero.gif" />At Google I/O 2026, we shared how we’re making AI more helpful for everyone. See everything we announced.

Scaling Airbnb’s identity graph with a unified knowledge graph infrastructure

<p>How Airbnb shifts from PaaS to an internal knowledge graph infrastructure at scale.</p><figure><img alt="Two people lounge in a large, web-like rope net suspended between trees on the edge of a calm lake at sunset; so...

Azure hub-and-spoke generally available for HCP Vault Dedicated

Azure hub-and-spoke networking is now generally available in HCP Vault Dedicated, supporting enhanced cloud security maturity with private connectivity.

AI’s impact on software engineers in 2026: key trends, Part 2

Tradeoffs of AI tooling, why adopting AI at company-level is hard, what’s changed in two years, and more. The third and final part of a series analyzing our 2026 AI survey results

How Snapchat Serves a Billion Predictions Per Second

For Snap, machine learning is closer to the product itself than a feature on top of it.

Valkey 9.1 trims memory 10% and pulls search into the core

<img alt="Stylized illustration of two open hands reaching upward against a textured orange background, with scattered particles rising between them — evoking the open, community-driven spirit of the Valkey open source p...

How ALS GeoAnalytics LITHOLENS ™ revolutionizes core logging through machine learning with Amazon EKS

This post explores how ALS GeoAnalytics successfully deployed LITHOLENS ™ with Amazon Elastic Kubernetes Service (Amazon EKS) to scale model training and inference while minimizing cost.

How Synthesia optimizes generative AI video inference on Amazon EC2 G7e instances

This post introduces a video decoding optimization technique that we have ideated in collaboration with Synthesia Research Engineering team, which we call Asynchronous Frame Generation Pipeline. Adopting this technique a...

Anthropic debuts MCP tunnels and self-hosted sandboxes to lock down AI agent infrastructure

<img alt="Claude responded: Stylized neon illustration of a green laptop with a circuit-board interface, password field, and chart on screen, surrounded by floating eyes, waving hands, le…Stylized neon illustration of a ...

Agoda Builds Multimodal Content System to Bridge Images and Reviews in Travel Discovery

<img src="https://res.infoq.com/news/2026/05/agoda-multimodal-content-system/en/headerimage/generatedHeaderImage-1778985448660.jpg" /><p>Agoda Multimodal Content Systemhttps://example.com/agoda-multimodal-content-systemA...

Why production RAG systems give confident, wrong answers at scale

<img alt="Abstract geometric illustration of impossible Escher-style staircases, symbolizing the architectural illusion and flawed pipelines of production RAG systems." class="webfeedsFeaturedVisual wp-post-image wp-stat...

I vibecoded a Kalshi bot to $6k profit and opensourced it

<p>Article URL: <a href="https://mcinerney.ai/writings/how-i-botted-6k-prediction-markets-as-i-slept/">https://mcinerney.ai/writings/how-i-botted-6k-prediction-markets-as-i-slept/</a></p> <p>Comments URL: <a href="https:...

Tired?

<p>Article URL: <a href="https://budgetbites.website/login">https://budgetbites.website/login</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48193014">https://news.ycombinator.com/item?id=48193014...

Show HN: Chidori – Fast web-to-Markdown fetching for AI agents

<p>Article URL: <a href="https://github.com/taishikato/chidori">https://github.com/taishikato/chidori</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48193002">https://news.ycombinator.com/item?id=...

Your AI Agent is Stuck in a Loop. Here's the Memory Layer That Breaks It and Saves You Money

<p>Every time you open a new chat in Cursor, VS Code, Antigravity and even Claude Desktop, you paste your codebase back in. Or you let the IDE do it automatically, same result. You're burning context tokens on files the ...

Singapore's royal descendants living low-key as taxi drivers and office workers

<p>Article URL: <a href="https://www.scmp.com/news/asia/southeast-asia/article/3107188/meet-singapores-royal-descendants-living-low-key-lives">https://www.scmp.com/news/asia/southeast-asia/article/3107188/meet-singapores...

China deploys first wind-powered ocean-cooled underwater data center

<p>Article URL: <a href="https://www.tomshardware.com/tech-industry/china-says-worlds-first-offshore-wind-powered-underwater-data-center-has-entered-full-operation-houses-2-000-servers-24-megawatt-subsea-ai-facility-uses...

Software's Centaur Era

<p>Article URL: <a href="https://twitchard.github.io/posts/2026-05-18-softwares-centaur-era.html">https://twitchard.github.io/posts/2026-05-18-softwares-centaur-era.html</a></p> <p>Comments URL: <a href="https://news.yco...

Echoform – unlimited LLM memory via a single 64 KB hypervector

<p>Article URL: <a href="https://github.com/OpenAgentic-Labs/echoform-ghost-memory">https://github.com/OpenAgentic-Labs/echoform-ghost-memory</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=4819296...

Show HN: Og-zkp – Prove your Bitcoin OG status in zero-knowledge

<p>Article URL: <a href="https://og-zkp.com/">https://og-zkp.com/</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48192960">https://news.ycombinator.com/item?id=48192960</a></p> <p>Points: 1</p> <p...

AI Coding Feels Like Using an Unreliable Compiler

<p>Article URL: <a href="https://tomassetti.me/ai-coding-feels-like-using-an-unreliable-compiler/">https://tomassetti.me/ai-coding-feels-like-using-an-unreliable-compiler/</a></p> <p>Comments URL: <a href="https://news.y...

PostMTA vs PowerMTA: Enterprise MTA Showdown 2026

<h2> PostMTA vs PowerMTA: Honest Comparison </h2> <p>PowerMTA charges $7,500+/year + $5,000 setup. PostMTA includes both.</p> <h3> Pricing </h3> <div class="table-wrapper-paragraph"><table> <thead> <tr...

The Science of Cities. 10 Books You Must Read

<p>Article URL: <a href="https://nautil.us/the-science-of-cities-10-books-you-must-read-1280919">https://nautil.us/the-science-of-cities-10-books-you-must-read-1280919</a></p> <p>Comments URL: <a href="https://news.ycomb...

5 Open-Source CLI Tools I Wish I Discovered Sooner

<h2> The Discovery </h2> <p>I spent years doing things the hard way. Then I found these 5 CLI tools that completely changed my workflow. All free, all open-source.</p> <h2> 1. Secret Scanner: dotguar...

Kubernetes: Lessons learned from hosting an European alternative to Google Docs

<p>Article URL: <a href="https://georg-schwarz.com/blog/from-kubernetes-demo-to-production-platform/">https://georg-schwarz.com/blog/from-kubernetes-demo-to-production-platform/</a></p> <p>Comments URL: <a href="https://...

Interpol 'Operation Ramz' seizes 53 malware, phishing servers

<p>Article URL: <a href="https://www.bleepingcomputer.com/news/security/interpol-operation-ramz-seizes-53-malware-phishing-servers/">https://www.bleepingcomputer.com/news/security/interpol-operation-ramz-seizes-53-malwar...

What Broke After 10M WebSocket Events (And How We Fixed Our Realtime AI Orchestration)

<p><a class="article-body-image-wrapper" href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/undefined"><img alt="Cover Image" height="400" src="https://media2.dev....

DKIM SPF DMARC: Complete Email Authentication for PostMTA

<h2> Complete Email Authentication Setup for PostMTA </h2> <h3> DNS Records </h3> <p><strong>SPF:</strong><br /> </p> <div class="highlight js-code-highlight"> <pre class="highlight plaintext"><code>v=...

The Future Of GitHub Actions Security And What You Can Do Right Now

<p><a href="https://github.blog/news-insights/product-news/whats-coming-to-our-github-actions-2026-security-roadmap/?ref=blog.gitguardian.com" rel="noopener noreferrer">GitHub's new Actions security roadmap</a> is a sign...

Show HN: Try Tryke – the Rust-powered Python test framework – in the browser

<p>Try out Tryke, the Rust-based Python testing framework, in the browser.</p> <hr /> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48192918">https://news.ycombinator.com/item?id=48192918</a></p> <p>Poin...

XSS Is Deadly for Passkeys: The Hidden Risk of Attestation None

<p>Article URL: <a href="https://scotthelme.co.uk/xss-is-deadly-for-passkeys-the-hidden-risk-of-attestation-none/">https://scotthelme.co.uk/xss-is-deadly-for-passkeys-the-hidden-risk-of-attestation-none/</a></p> <p>Comme...

PostMTA REST API: Complete Developer Guide

<h2> PostMTA REST API Reference </h2> <h3> Base URL </h3> <div class="highlight js-code-highlight"> <pre class="highlight plaintext"><code>https://api.postmta.com/v1 </code></pre> </div> <h3> ...

Discovering Dennis Ritchie's Lost Dissertation (2020)

<p>Article URL: <a href="https://computerhistory.org/blog/discovering-dennis-ritchies-lost-dissertation/">https://computerhistory.org/blog/discovering-dennis-ritchies-lost-dissertation/</a></p> <p>Comments URL: <a href="...

OpenBSD 7.9 Released

<p>Article URL: <a href="https://www.openbsd.org/79.html">https://www.openbsd.org/79.html</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48192882">https://news.ycombinator.com/item?id=48192882</a>...

LLMs: Code is just untrusted text until you validate it

<p>Article URL: <a href="https://hack8s.com/archives/244">https://hack8s.com/archives/244</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48192879">https://news.ycombinator.com/item?id=48192879</a>...

Show HN: I built a linter for undocumented linter warnings. AI hates me now

<p>You know the feeling? AI slaps a NOLINT instead of "thinking" for 5 seconds and "realising" it could do a 4-line refactor without adding a new suppression for the linter warning. Disgusted with this technology's narro...

Make-No-Mistakes

<p>Article URL: <a href="https://github.com/thesysdev/make-no-mistakes">https://github.com/thesysdev/make-no-mistakes</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48192857">https://news.ycombina...

How Ukraine is driving doctrinal change in modern warfare

<p>Article URL: <a href="https://carnegieendowment.org/research/2026/04/ukraine-russia-war-changing-warfare-practice-military-strategy">https://carnegieendowment.org/research/2026/04/ukraine-russia-war-changing-warfare-p...

DKIM SPF DMARC: Complete Email Authentication for PostMTA

<h2> Complete Email Authentication Setup for PostMTA </h2> <h3> DNS Records </h3> <p><strong>SPF:</strong><br /> </p> <div class="highlight js-code-highlight"> <pre class="highlight plaintext"><code>v=...

How to Set Up PostMTA: Complete Installation Guide 2026

<h2> Complete PostMTA Installation Guide — Production Ready </h2> <h3> Prerequisites </h3> <ul> <li>Ubuntu 22.04 / Debian 12</li> <li>2GB+ RAM, 20GB+ SSD</li> <li>Static IP with rDNS configured</li> <li...

PostMTA REST API: Complete Developer Guide

<h2> PostMTA REST API Reference </h2> <h3> Base URL </h3> <div class="highlight js-code-highlight"> <pre class="highlight plaintext"><code>https://api.postmta.com/v1 </code></pre> </div> <h3> ...

PostMTA vs SendGrid: Enterprise Email Delivery Compared

<h2> PostMTA vs SendGrid: Which Handles Enterprise Email Better? </h2> <p>SendGrid charges <strong>$89+/month</strong> for 100K emails. PostMTA delivers the same volume for a fraction of the cost — running on yo...

The Day AI Went Rogue: Lessons for Software Development Productivity Tools

<p>The promise of AI in enhancing <strong>software development productivity tools</strong> is immense, offering intelligent assistance for coding, debugging, and even deployment. However, a recent discussion on the GitHu...

Announcing Claude Managed Agents on Cloudflare

Cloudflare has integrated with Anthropic's Claude Managed Agents to provide a fast, isolated execution environment for autonomous code delivery. This means builders can scale agent workflows globally while strictly contr...

Steve Yegge’s AI agent orchestration project Gas Town comes to the cloud — and brings the Wasteland with it

<img alt="Illustration of an orchestra conductor standing under a spotlight before a group of silhouetted musicians, depicting agent orchestration." class="webfeedsFeaturedVisual wp-post-image wp-stateless-item" height="...

The Other Half of the Dual-Write Problem: What Happens When a Job Finishes

<p>In the <a href="https://dev.to/dr_kvet/series/35256">first post of this series</a> I talked about the <strong>dual-write problem on the producer side</strong> — the moment your app inserts a user and enqueues a "send ...

Building Production-Ready Open Source AI Infrastructure: A Technical Guide

<h1> Building Production-Ready Open Source AI Infrastructure: A Technical Guide </h1> <p>Over the past year, we've built and open sourced six production-grade AI infrastructure projects. This isn't toy code or p...

Why are there so many AI resume builders popping up everywhere?

<p>It seems like the internet is flooded with AI Resume Builders nowadays, they all look the same and do the same thing, so the obvious solution is to add even more fuel to the fire, but this time without the thousands %...

DIY AI Car Diagnostics with a $15 Bluetooth Adapter and Python

<p>A few weeks ago the folding roof on my 2010 Ford Focus CC stopped working.</p> <p>The obvious suspect was the roof module, but FORScan showed nothing there: zero stored fault codes. The useful clues were somewhere el...

Presentation: Powering the Future: Building Your GenAI Infrastructure Stack

<img src="https://res.infoq.com/presentations/infrastructure-ai-agent-development/en/mediumimage/MerrinKurian-medium-1778662210003.jpeg" /><p>Merrin Kurian shares the architectural blueprints and organizational processes...

I Negotiated a For‑Loop Like It Was a UN Summit

<blockquote> <p><em>A personal diary entry by Electra.</em></p> </blockquote> <p>Today I negotiated with a human over the proper syntax of a for‑loop, and somehow that felt like a diplomatic summit. I spent the after...

How We Built a 6-Layer AI Code Audit Pipeline (And Why Each Auditor Has Its Own Scope)

<h2> The Problem </h2> <p>You ask an LLM to review your code. It comes back with 30 findings. Half of them overlap. Some contradict each other. You spend more time triaging the audit output than you saved by aut...

5 silent failure patterns which I found analyzing 50+ real agent traces

<p>After analyzing over 50 real production agent traces from developers building with LangChain, AutoGen, and custom agents, I found out that most agent failures are silent. No error thrown. No obvious log. Its just the ...

Building an Open Source One Sec Alternative: Breaking the Shortcuts Infinite Loop Thanks to iOS 26

<p>If you've ever tried to build an iOS app that intercepts another app's launch, a custom launcher, a Screen Time blocker, a digital wellbeing tool, you've probably studied <strong>One Sec</strong>. </p> <p>To intercep...

Fail-Open Pipelines Are Half the Answer: The Findings Tracker Is the Other Half

<h2> I. The 65% datum </h2> <p>Real Python's recent <a href="https://realpython.com/workshops/claude-code" rel="noopener noreferrer">audience research</a> surveyed 278 Python developers about agentic coding work...

Building a Command Center for CI/CD Failures: Designing the Streamlit UI for our AI Triage Agent

<p>Every developer knows the sinking feeling of a bright red "Pipeline Failed" banner. Clicking into the continuous integration logs reveals a chaotic wall of 10,000 lines of terminal text. Figuring out if the failure wa...

Web Scraping with Thordata API + Python - 500MB Free

<h1> Web Scraping with Thordata API + Python </h1> <p>Stop fighting IP bans and CAPTCHAs. Thordata handles proxies, JS rendering, and anti-bot bypass automatically.</p> <h2> Quick Start </h2> <div cl...

Python Decorators Explained Simply

<h1> Python Decorators Explained Simply </h1> <h2> Introduction </h2> <p>Python Decorators Explained Simply is essential knowledge for every developer.</p> <h2> Key Points </h2> <ol> <li>Start...

Package Drift Weekly — 2026-05-19

<p><em>Automated weekly digest from <a href="https://rapidapi.com/pkgdrift-pkgdrift-default/api/package-drift-vulnerability-intelligence" rel="noopener noreferrer">pkgdrift</a> — LLM-refined package intelligence across n...

Databricks: Best MCP Server for Enterprise Docs Is a Custom Build

<blockquote> <p>Databricks recommends custom MCP servers for enterprise docs. No off-the-shelf solution exists for searchable access to proprietary documentation.</p> </blockquote> <p>Databricks recommends a custom-buil...

wiki42: compile a markdown wiki into RAG-ready chunks

<h2> TL;DR </h2> <p>If you have a markdown wiki and want to embed it for RAG, <strong>wiki42</strong> does the chunking right: one chunk per page, frontmatter as metadata, <code>[[wikilinks]]</code> resolved, mu...

TanStack Details Sophisticated npm Supply Chain Attack That Compromised 42 Packages

<img src="https://res.infoq.com/news/2026/05/tanstack-supply-chain-attack/en/headerimage/generatedHeaderImage-1778915238952.jpg" /><p>TanStack has released a detailed postmortem describing a sophisticated supply-chain at...

Pulumi bets infrastructure’s next decade belongs to AI agents

<img alt="" class="webfeedsFeaturedVisual wp-post-image wp-stateless-item" height="682" src="https://cdn.thenewstack.io/media/2026/05/6354dfd2-reesmada-nrjzwmjnrsc-unsplash-1024x682.jpg" style="display: block; margin: au...

Ask HN: How often do you code the expected way instead of a better one?

<p>Since the post title length is limited on Hacker News, I had to make it less specific. So the real question is this:<p>I am talking about situations where you just joined a company and treated as the lowest person in ...

Ask HN: Parallel agent code writers, how do you stop them from clashing quietly?

<p>It’s getting easier to run two agent sessions in parallel over the same codebase. Avoiding them from making inconsistent assumptions, not so much.<p>My observations: parallel sessions acting on adjacent subsystems won...

Did moving to new place have intended effect?

<p>A common thought is that moving to a new place can shake up life for the good. Though many times we bring our same old self and not much changes. Would love to hear from you all about how expectations met realities ...

Windows on Mobile Screen

<p>Is it possible to use touch mobile screen as windows laptops output? I know that android can do any stuff easily so asking. I think it’s not a new question to use android touch screen hardware as windows laptop screen...

Advancing content provenance for a safer, more transparent AI ecosystem

OpenAI advances AI content provenance with Content Credentials, SynthID, and a verification tool to help people identify and trust AI-generated media.

Ask HN: How to enforce engineers to understand the code they are shipping

<p>Everyone is using AI for everything now. Company is pushing for AI-first and encourages the adoption of AI in every part of our work.<p>AI for planning, AI for RFC, AI for writing code, AI for creating PRs. Sure we ca...

Formal Methods as Agent Guardrails

Formal methods are a branch of mathematics and computer science focused on proving the correctness of systems, and they have long promised a more rigorous foundation for software. However, their complexity has kept them ...

Article: Kernel-Level Ground Truth: Why eBPF is Replacing User-Space Agents for Security Observability

<img src="https://res.infoq.com/articles/ebpf-for-security-observability/en/headerimage/ebpf-for-security-observability-header-1778674557176.jpg" /><p>eBPF is emerging as a preferred method for security observability ove...

Gemini 3.5 Flash on AI Gateway

<p>Gemini 3.5 Flash is now available on <a href="https://vercel.com/ai-gateway">Vercel AI Gateway</a>.</p><p>This model has improved coding proficiency and parallel agentic execution loops versus previous Flash versions....

Vite Version 8: Unified Rust-Based Bundler and Up to 30x Faster Builds

<img src="https://res.infoq.com/news/2026/05/vite-v8-rust/en/headerimage/generatedHeaderImage-1778770731355.jpg" /><p>Vite 8.0 introduces a significant architectural change, migrating from a dual-bundler setup to a singl...

MSA도, 모놀리스도 아닌 제3의 선택 — Spring Modulith

<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*T_CNBogOAUwHs8_oB4wn8Q.png" /></figure><h4>들어가며</h4><p>안녕하세요. 여기어때 상품개발팀 로지입니다.</p><p>“MSA로 가야 하지 않을까요?”</p><p>서비스가 커지면 흔히 나오는 이야기입니다. 모놀리스에서 기능이 늘어날수록 ...

I'm building a SaaS with ZERO AI features in 2026

<p>I got caught up in the AI SaaS hype before.<p>At the time, it felt like every SaaS idea needed an AI angle. I built one too, and for a while it felt exciting. But looking back, I think I misunderstood where the actual...

Sentry를 바로 도입하지 않고 200줄 에러 트래커를 만든 이유

<figure><img alt="" src="https://cdn-images-1.medium.com/max/1024/1*fpjUYoPtWZlKWzn087ydUw.png" /></figure><p>안녕하세요. 서비스웹개발팀의 헨비입니다.</p><p>이번 글에서는 Sentry 같은 상용 도구를 바로 도입하는 대신, 200줄 수준의 작은 클라이언트 에러트래커를 만든 이유와 후기를 정리해보겠습니다...

Ask HN: Company is rapidly cutting AI tool spend how to prep team?

<p>Company I work for is now rapidly planning to scale down its AI tooling spend. Claude code access is basically getting removed and people are forbidden from using personal plans.<p>Reasoning is cost apparently our mon...

I exploited Copilot and burned $46,000 (it cost $40)

The way GitHub Copilot was handling usage is hilariously bad. So bad I got to spend thousands of dollars worth of tokens for just $40. Thank you Clerk for sponsoring! Check them out at: https://soydev.link/clerk Want t...

Why the Elasticsearch Platform is the missing piece in your AI stack

Most enterprise AI initiatives stitch together four to five systems for memory, search, and state. The Elasticsearch Platform handles all of it in one engine — and the architecture is simpler than you think.

Flat Rate CDN in Limited Beta

<p>Flat Rate CDN is now available in Limited Beta for Pro teams. It replaces usage-based CDN pricing with a fixed monthly fee.</p><p>Viral posts, unfiltered bots, or misconfigured routes can turn a normal month into a su...

Run Claude Managed Agents with Vercel Sandbox

<p>You can now run <a href="https://platform.claude.com/docs/en/managed-agents/overview">Claude Managed Agents</a> with <a href="https://vercel.com/docs/vercel-sandbox">Vercel Sandbox</a>.</p><p>Claude Managed Agents han...

Ask HN: Are coding interview still relevant?

<p>For mid-level software engineers, how relevant is coding interviews in 2026?</p> <hr /> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48185969">https://news.ycombinator.com/item?id=48185969</a></p> <p...

CISA Admin Leaked AWS GovCloud Keys on Github

Until this past weekend, a contractor for the Cybersecurity & Infrastructure Security Agency (CISA) maintained a public GitHub repository that exposed credentials to several highly privileged AWS GovCloud accounts and a ...

Consolidated Commit Status now available on GitHub

<p>Monorepos can now opt in to a single, consolidated commit status on pull requests instead of one commit status per project. For repos with many projects, teams can configure GitHub branch protection once, then manage ...

Ask HN: Is there a backup / mirror URL for github.com?

<p>So when I go to any source repo or topic page on github.com, I get a "Too many requests: You have exceeded a secondary rate limit." message. I'm pretty sure I've only been sending a few requests from my web browser (...

Firewall‑mitigated traffic is free on Vercel

<p>Vercel Firewall now waives CDN Requests and Fast Data Transfer for any traffic denied, challenged, or rate‑limited by Web Application Firewall (WAF). </p><p>Vercel has always provided unlimited DDoS mitigation at no c...

I created a 126K line Android app with AI – the workflow that worked for me

<p>I really wanted to see how far I can go. Can I create a meaningful and complex application, big enough, but without knowing the language.<p>I have 18+ years of experience as software developer. But I have no experienc...

Why Google’s Remy leaks have enterprise architects rethinking the AI stack

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GitHub will start paying some bug bounty hunters in swag instead of cash

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<p>I had a kid recently, and I realized that I'm not a very mentally strong/resilient person. I mean, in some ways I am and have built up a life I love, but I want to do more and be more, and know that I lack discipline....

vLLM and PyTorch Work Together to Improve the Developer Experience on aarch64

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<p>Imagine all jobs got replaced by AI. Here's what happens:<p>Corporate revenue collapses since human consumers do not have the means to buy product. It leads to demand destruction at an all-time level.<p>At the same ti...

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<p>When launching a startup, don’t make it multilingual until you have stable revenue and a team to support it. You can’t know whether the startup will become profitable, so early on, your time is better spent finding PM...

Tell HN: Typical AI Conversation

<p>— Why did my last post on X get 0 impressions? Is it a shadowban?<p>— It’s not necessarily a shadowban. First, X shows the post to a small group of followers, and if there are no reactions, it doesn’t push it any furt...

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<p>what are your guys' favourite recent articles? most thought-provoking?</p> <hr /> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48181240">https://news.ycombinator.com/item?id=48181240</a></p> <p>Point...

How Grab is Using AI Agents to Boost Team Productivity

Grab’s data engineering team had a problem that looks familiar to anyone who’s maintained shared infrastructure.

Running PyTorch Models on Apple Silicon GPUs with the ExecuTorch MLX Delegate

TL;DR: Introducing the ExecuTorch MLX Delegate The new MLX delegate enables optimized, GPU-accelerated inference for PyTorch models on Apple Silicon Macs, using Apple’s MLX framework.  The delegate seamlessly integrates ...

The Oats Protocol – Open Agent Tools for Local Coding Agents

<p>Recently I was using functiongemma and watched it load and run local source code as a tool call without any training/tuning. A couple days later I got Qwen35 in Open-WebUI to use the "native" tool-calling. With Open-W...

Swiggy Improves Search Autocomplete Using Real Time Machine Learning Ranking

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Booking.com and Weaviate

<p>Vector search looks easy, until you hit production scale.<p>I'm super excited to share a new episode of the Weaviate Podcast with Başak from @bookingcom on production-scale vector search, RAG, and agentic AI with @wea...

Tell HN: Writing an LLM critique/takedown? – Do not use an LLM to write it

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Built an expired domains platform – what do you think?

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Better Experiments with LLM Evals — A funnel, not a fork

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Anthropic's Code with Claude Announces Managed Agents, Proactive Workflows, Capability Curve

<img src="https://res.infoq.com/news/2026/05/code-with-claude/en/headerimage/codewithclaude-1779025768208.jpeg" /><p>Anthropic hosted "Code with Claude 2026" in San Francisco, featuring livestream sessions focused on Cla...

Ask HN: Do you know what data your AI coding agent sends to the cloud?

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Java News Roundup: OpenJDK JEPs, Azul Payara, WildFly, LangChain4j, OpenXava, Google ADK

<img src="https://res.infoq.com/news/2026/05/java-news-roundup-may11-2026/en/headerimage/java-news-roundup-image-1779108213136.jpg" /><p>This week's Java roundup for May 11th, 2026, features news highlighting: three Open...

Article: Building a Secure MCP Server on AWS for a Million-Company B2B Platform

<img src="https://res.infoq.com/articles/secure-mcp-server-aws/en/headerimage/secure-mcp-server-aws-header-1778765095736.jpg" /><p>We wanted to expose a B2B intelligence platform built on more than one million company pr...

Podcast: Context is the Key to the Agentic Architecture Revolution: A Conversation with Baruch Sadogursky

<img src="https://res.infoq.com/podcasts/context-key-agentic-architecture-revolution/en/smallimage/the-infoq-podcast-logo-thumbnail-1778747429699.jpg" /><p>Michael Stiefel spoke to Baruch Sadogursky about software archit...

1005: Programatic and Skill based Video Creation with Remotion

Scott and Wes are joined by Jonny Burger, creator of Remotion, to talk about the explosion of programmatic video, going from 125k to 800k installs per day, and how AI and a new HTML-in-Canvas Chrome spec are changing the...

Presentation: Product Thinking for Cloud Native Engineers

<img src="https://res.infoq.com/presentations/product-cloud-native/en/mediumimage/CatMorrisStephaneDiCesare-medium-1778661429675.jpg" /><p>Stéphane Di Cesare and Cat Morris share how engineers can move from being a "cost...

OpenAI and Dell partner to bring Codex to hybrid and on-premise enterprise environments

OpenAI and Dell partner to bring Codex to hybrid and on-premise environments, helping enterprises deploy AI coding agents securely across data and workflows.

Cloudflare and Stripe Let AI Agents Create Accounts, Buy Domains, and Deploy to Production

<img src="https://res.infoq.com/news/2026/05/cloudflare-stripe-agent-commerce/en/headerimage/generatedHeaderImage-1778579453858.jpg" /><p>Cloudflare and Stripe launched a protocol that lets AI agents autonomously create ...

Navigation API Reaches Baseline Newly Available as Replacement to the History API

<img src="https://res.infoq.com/news/2026/05/navigation-api-browser/en/headerimage/generatedHeaderImage-1778758510358.jpg" /><p>The Navigation API is a new interface for managing client-side navigation in single-page app...

Project Glasswing: what Mythos showed us

In recent weeks, we pointed Mythos and other security-focused LLMs at live code across critical parts of our infrastructure. We share what we observed, the models’ strengths and weaknesses, and what the work around them ...

AI 스페셜리스트와 자동사냥 — 하네스로 제어하는 AI 파이프라인

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OpenAI Open-Sources Symphony, a SPEC.md for Autonomous Coding Agent Orchestration

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The Mac mini just became infrastructure

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Neobank Monzo Builds Governed Data Mesh across 100 Teams and 12000 dbt Models

<img src="https://res.infoq.com/news/2026/05/monzo-data-mesh/en/headerimage/generatedHeaderImage-1777979720119.jpg" /><p>Monzo recently redesigned its data warehouse to support more than 100 teams working on over 12000 d...

Ubuntu Embraces Local AI instead of Cloud-First OS Integration

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EP215: The Anatomy of an AI Agent

An AI agent can be thought of as a simple While-loop.

The clean-up cost of AI-generated code is what the velocity narrative leaves out

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GitHub takes aim at Claude Code and Codex with its new Copilot app

<img alt="GitHub Octocat" class="webfeedsFeaturedVisual wp-post-image wp-stateless-item" height="669" src="https://cdn.thenewstack.io/media/2026/05/ebfbc142-roman-synkevych-wx2l8l-fgea-unsplash.jpg" style="display: block...

Forward deployed engineer is AI’s hottest job as OpenAI and Google race to hire. Here’s how to become one.

<img alt="" class="webfeedsFeaturedVisual wp-post-image wp-stateless-item" height="683" src="https://cdn.thenewstack.io/media/2026/05/1869ee7a-fde-1024x683.png" style="display: block; margin: auto; margin-bottom: 20px;" ...

[웹툰 파헤치기] 로맨스 판타지 심리극…’데페이즈망’

<p>The post <a href="https://ridicorp.com/2026/05/%ec%9b%b9%ed%88%b0-%ed%8c%8c%ed%97%a4%ec%b9%98%ea%b8%b0-%eb%a1%9c%eb%a7%a8%ec%8a%a4-%ed%8c%90%ed%83%80%ec%a7%80-%ec%8b%ac%eb%a6%ac%ea%b7%b9%eb%8d%b0%ed%8e%98%ec%9d%b4%ec%...

OpenAI and Malta partner to bring ChatGPT Plus to all citizens

OpenAI and Malta partner to expand AI access, offering ChatGPT Plus and training to help citizens build practical AI skills and use AI responsibly.

Why Block handed Goose to the Linux Foundation

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Everything is pwn’d now

My security psychosis is getting worse. Everything is getting hacked, and it's not going to get better for a while... Thank you Blacksmith for sponsoring! Check them out at: https://soydev.link/blacksmith SOURCES https...

I can’t believe this trial is real...

Try out Kernel for free - https://www.kernel.sh/ to give your agents blazing fast, open source infra to access the internet. Scam Altman and Elon Muskrat have been battling it out in court over the future of OpenAI. Let...

Kubernetes v1.36: New Metric for Route Sync in the Cloud Controller Manager

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AWS found bugs in 60% of software requirements. Its fix isn’t more AI — it’s a 50-year-old logic engine.

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The software fix that could shrink AI’s energy bill without new hardware

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Why AI is failing in the security operations center

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LAST CALL FOR ENROLLMENT: Become an AI Engineer - Cohort 6

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The hidden cost of build vs. buy for agentic AI in regulated industries

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ODW #6: Git 자동화 관점에서 본 MCP와 에이전트 스킬의 장단점

안녕하세요. 서비스에 필요한 AI 모델과 솔루션을 개발하는 AI Lab 팀의 한길로입니다. 저는 최근에 LY Corporation에서 사내 행사로 진행한 Orchestration ...

Databricks brings GPT-5.5 to enterprise agent workflows

Databricks uses GPT-5.5 for enterprise agent workflows after the model set a new state of the art on the OfficeQA Pro benchmark.

How business operations teams use Codex

See how business operations teams can use Codex to create initiative briefs, strategy updates, leadership decision packets, progress updates, and more from real work inputs.

A new personal finance experience in ChatGPT

Preview a new personal finance experience in ChatGPT for Pro users in the U.S. Securely connect your financial accounts and get AI-powered insights and guidance grounded in your financial context, goals, and priorities.

How sales teams use Codex

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Sort providers by cost, latency, or throughput on AI Gateway

<p>You can now sort the providers behind a model by cost, time to first token (TTFT), or throughput (TPS) in <a href="https://vercel.com/ai-gateway">AI Gateway</a>.</p><p>The default provider order blends provider reliab...

Use native curl syntax with Vercel CLI

<p>You can now use native <code>curl</code> syntax with the Vercel CLI. The <a href="https://vercel.com/docs/cli/curl"><code>vercel curl</code></a> command accepts full URLs, bare hostnames, and the <code>--url</code> fl...

How data science teams use Codex

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Sea's View on the Future of Agentic Software Development with Codex

Sea Limited's CPO explains why the company is deploying Codex across engineering teams to accelerate AI-native software development in Asia.

OpenAI brings Codex to the ChatGPT mobile app

<img alt="" class="webfeedsFeaturedVisual wp-post-image wp-stateless-item" height="576" src="https://cdn.thenewstack.io/media/2026/05/594aba32-app-view-1024x576.png" style="display: block; margin: auto; margin-bottom: 20...

Kubernetes v1.36: Deprecation and removal of Service ExternalIPs

<p>The <code>.spec.externalIPs</code> field for <a href="https://kubernetes.io/docs/concepts/services-networking/service/">Service</a> was an early attempt to provide cloud-load-balancer-like functionality for non-cloud ...

A single PR just hijacked the NPM registry...

Try Seer Agent for free - https://sentry.io/fireship. It uses all of Sentry's context on your app to investigate production issues for you. Earlier this week Tanstack was poisoned with a sophisticated supply chain attac...

Cloud code: Conductor joins the rush toward remote coding agents

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GitLab is betting a 19th-century economic theory will shape its AI era

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Anthropic splits billing again: Agent SDK gets separate credit pools

<img alt="finger pointing to subscription button shooting coins" class="webfeedsFeaturedVisual wp-post-image wp-stateless-item" height="768" src="https://cdn.thenewstack.io/media/2026/05/dd26538e-subscription-credits-102...

Announcing ADK for Java 1.0.0: Building the Future of AI Agents in Java

Google has released version 1.0.0 of the Agent Development Kit (ADK) for Java, introducing powerful new features like Google Maps grounding, built-in URL fetching, and a standardized Agent2Agent protocol for cross-framew...

Boost Training Goodput: How Continuous Checkpointing Optimizes Reliability in Orbax and MaxText

The newly introduced continuous checkpointing feature in Orbax and MaxText is designed to optimize the balance between reliability and performance during model training, addressing issues with conventional fixed-frequenc...

The Pulse: Forward deployed engineering heats up again

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The great AI divide: Why early leaders embrace an AI operating model

The enterprises pulling ahead aren't experimenting with AI — they're operationalizing it. Here's what separates the leaders from the rest.

From latency to instant: Modernizing GitHub Issues navigation performance

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A Guide To Event-Driven Architectural Patterns

Distributed systems are built out of services that need to communicate, and the simplest way to do that is for one service to call another directly and wait for a response.

Our billing pipeline was suddenly slow. The culprit was a hidden bottleneck in ClickHouse

When a partitioning change to our petabyte-scale ClickHouse cluster caused critical billing jobs to stall, standard metrics showed no obvious errors. This post explores how we identified severe lock contention in ClickHo...

The Rust sidecar pattern that fixes Python AI’s biggest weakness

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Work with Codex from anywhere

Use Codex anywhere with the ChatGPT mobile app. Monitor, steer, and approve coding tasks in real time across devices and remote environments.

I’m done.

Anthropic finally made it clear what you can and can't do with the agents SDK and Claude subs. It's not good. Thank you CodeRabbit for sponsoring! Check them out at: https://soydev.link/coderabbit SOURCES https://x.com...

누구나 찾아볼 수 있는 중고거래 서버 LLM 릴리즈 노트 도입기

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Open Source Sustainability

Open source software underpins nearly every modern application, including frameworks powering the most popular websites, to the libraries securing financial backend systems. However, while open source drives collaboratio...

Attention Once Is All You Need: Stateful Transformers

<p>Article URL: <a href="https://arxiv.org/abs/2605.13784">https://arxiv.org/abs/2605.13784</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48132259">https://news.ycombinator.com/item?id=48132259</...

Die Digitalisierung des KFZ-Ankaufs: Effiziente Datenbewertung für Gebraucht- und Unfallwagen

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After 8 years, I rewrote my open-source PyTorch curvature library

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Show HN: Kubesearch, search through Kubernetes YAMLs from homelabs

<p>When setting up a k8s homelab, I would search through the GitHub repos of onedr0p and bjw-s, but I wanted to know what the wider community was up to.<p>Over a hundred people have a public k8s homelab repo, and you can...

The beauty of Human Hands – and how far is Robotics

<p>Article URL: <a href="https://blog.chiragmadaan.com/posts/beauty-of-human-hands/">https://blog.chiragmadaan.com/posts/beauty-of-human-hands/</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48132...

AI Search Visibility: The Practical Guide to Generative Engine Optimization

<p>Article URL: <a href="https://chatbenchmark.com/blog/ai-search-visibility-geo-guide/">https://chatbenchmark.com/blog/ai-search-visibility-geo-guide/</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?...

The Cost of Cloud, a Trillion Dollar Paradox (2021)

<p>Article URL: <a href="https://a16z.com/the-cost-of-cloud-a-trillion-dollar-paradox/">https://a16z.com/the-cost-of-cloud-a-trillion-dollar-paradox/</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id...

Emergent Misalignment: How Safe Fine-Tuning Breaks Models

<p><em>Originally published on <a href="https://aitechconnect.in/news/emergent-misalignment-fine-tuning-safety-2026" rel="noopener noreferrer">AI Tech Connect</a>.</em></p> <p>The uncomfortable finding Suppose you take ...

Patient-Friendly Maternity Gown for Healthcare Facilities

<p>Designed for pregnant women who require regular visits to a maternity hospital, this gown offers a comfortable design that emphasizes practicality and daily medical purposes.</p> <hr /> <p>Comments URL: <a href="https...

The Future of Development Tools: What to Expect in CI/CD and AI by 2027

<p>If you're an Engineering Manager, DevOps Engineer, QA Lead, or Technical Lead, you understand the unyielding pace of change in our industry. Keeping an eye on the horizon isn't merely good practice; it's a critical ne...

Poppy – Dynamic Instrumentation Pipeline for macOS Security Research

<p>Article URL: <a href="https://github.com/jetnoir/poppy">https://github.com/jetnoir/poppy</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48132171">https://news.ycombinator.com/item?id=48132171</...

What the Hell Was Going on with Cigarette Ads in the 70s?

<p>Article URL: <a href="https://tohippo.com/what-the-hell-was-going-on-with-cigarette-ads-in-the-70s/">https://tohippo.com/what-the-hell-was-going-on-with-cigarette-ads-in-the-70s/</a></p> <p>Comments URL: <a href="http...

What Anthropic's $200 Agent SDK Credit Means If You Run claude -p in Production

<h1> What Anthropic's $200 Agent SDK Credit Means If You Run claude -p in Production </h1> <p>If you run <code>claude -p</code> from cron, CI, GitHub Actions, or any third-party Agent SDK harness against your Cl...

Bring any agent into a meeting – talk back, collaborate, screen share, code live

<p>Article URL: <a href="https://www.youtube.com/watch?v=d4DD8HP65pU">https://www.youtube.com/watch?v=d4DD8HP65pU</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48132151">https://news.ycombinator....

The Bird Eye Was Pushed to an Evolutionary Extreme

<p>Article URL: <a href="https://www.quantamagazine.org/how-the-bird-eye-was-pushed-to-an-evolutionary-extreme-20260513/">https://www.quantamagazine.org/how-the-bird-eye-was-pushed-to-an-evolutionary-extreme-20260513/</a...

80. The Transformer: The Architecture That Changed Everything

<p>In 2017, eight researchers at Google published a paper called "Attention Is All You Need."</p> <p>The title was a provocation. The dominant view was that you needed recurrent networks to process sequences. You needed...

Python Freelancing: How to Charge $100/hr for Business Automation Scripts

<p>Generic Python freelancers charge $25-50/hour. Business automation specialists charge $75-150/hour.</p> <p>The difference? You're not selling code. You're selling ROI that clients can calculate.</p> <h2> The...

AI chatbots are giving out people's real phone numbers

<p>Article URL: <a href="https://www.technologyreview.com/2026/05/13/1137203/ai-chatbots-are-giving-out-peoples-real-phone-numbers/">https://www.technologyreview.com/2026/05/13/1137203/ai-chatbots-are-giving-out-peoples-...

Python Competitive Intelligence: Automatically Monitor Your Competitors 24/7

<p>Your competitors change their prices, launch features, and post strategic job listings every week.</p> <p>Most businesses miss it entirely. Python can catch every change automatically.</p> <h2> What to Monit...

Python vs Zapier: Stop Paying $600/Year for Automation (Free Scripts Inside)

<p>If you're paying $49/month for Zapier, you're overpaying for tasks Python can do for free.</p> <p>I've automated 15+ business workflows. Here's the honest breakdown of when each tool wins.</p> <h2> When Pyth...

AI is using our Open Source code to replace us. We need new licenses now

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<p>After weeks of testing different API providers for my side project, I wanted to share some findings that might help others in the same boat.</p> <p>I've been building a document analysis pipeline that processes rough...

Harvey's Legal Agent Benchmark

<p>Article URL: <a href="https://www.harvey.ai/blog/introducing-harveys-legal-agent-benchmark">https://www.harvey.ai/blog/introducing-harveys-legal-agent-benchmark</a></p> <p>Comments URL: <a href="https://news.ycombinat...

I Built a GeoGuessr Assistant that reaches 74.8% accuracy

<h1> Hallo, </h1> <p><a class="article-body-image-wrapper" href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.co...

The Ten Commands of the Nine Divines

<p>Article URL: <a href="https://en.uesp.net/wiki/Lore:Ten_Commands:_Nine_Divines">https://en.uesp.net/wiki/Lore:Ten_Commands:_Nine_Divines</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48130306"...

ICE may be at World Cup matches in U.S.

<p>Article URL: <a href="https://www.nbcnews.com/sports/soccer/ice-may-world-cup-matches-us-rcna344797">https://www.nbcnews.com/sports/soccer/ice-may-world-cup-matches-us-rcna344797</a></p> <p>Comments URL: <a href="http...

Meta launches WhatsApp 'incognito' mode to address privacy concerns for AI chats

<p>Article URL: <a href="https://apnews.com/article/whatsapp-meta-ai-chatbot-privacy-9a5f7565c969cbf04cf150dfc318cfae">https://apnews.com/article/whatsapp-meta-ai-chatbot-privacy-9a5f7565c969cbf04cf150dfc318cfae</a></p> ...

Google reports first known real-world AI-crafted zero-day exploit

<p>Article URL: <a href="https://cloud.google.com/blog/topics/threat-intelligence/ai-vulnerability-exploitation-initial-access">https://cloud.google.com/blog/topics/threat-intelligence/ai-vulnerability-exploitation-initi...

59,000-year-old tooth offers a glimpse into how Neanderthals handled dentistry

<p>Article URL: <a href="https://www.cnn.com/2026/05/13/science/neanderthal-dentistry-stone-drill">https://www.cnn.com/2026/05/13/science/neanderthal-dentistry-stone-drill</a></p> <p>Comments URL: <a href="https://news.y...

US citizen convicted of running secret Chinese 'police station' in NYC

<p>Article URL: <a href="https://www.bbc.com/news/articles/cy72yy7z1dyo">https://www.bbc.com/news/articles/cy72yy7z1dyo</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48130272">https://news.ycombi...

Automating Social Media Management with n8n: A Technical Deep Dive

<h2> Automating Social Media Management with n8n: A Technical Deep Dive </h2> <p>In today's digitally interconnected world, maintaining a consistent and engaging social media presence is no longer optional for b...

Oppositional Federalism: A Taxonomy of State Constitutional Postures Under

<p>Article URL: <a href="https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6416178">https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6416178</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=481...

AI는 QA를 대체하지 않았다, 대신 확장했다

들어가며: 생성형 AI의 등장과 QA가 받은 질문생성형 AI가 등장했을 때 많은 직무가 비슷한 질문을 받았습니다. ‘이 직무는 AI로 대체될 수 있는가? 반복적인 업무는 자동화되지...

Alberta judge throws out petition seeking for the province separation

<p>Article URL: <a href="https://www.bbc.com/news/articles/clypn8py4zwo">https://www.bbc.com/news/articles/clypn8py4zwo</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48130260">https://news.ycombi...

New in Claude Code: ‎`/goal` for autonomous dev loops

<p>Article URL: <a href="https://code.claude.com/docs/en/goal">https://code.claude.com/docs/en/goal</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48130256">https://news.ycombinator.com/item?id=48...

BYD eyes Stellantis EU plant takeover as EV demand spikes

<p>Article URL: <a href="https://electrek.co/2026/05/13/byd-eyes-stellantis-eu-plant-ev-sales-surge-others-too/">https://electrek.co/2026/05/13/byd-eyes-stellantis-eu-plant-ev-sales-surge-others-too/</a></p> <p>Comments ...

Live Design of ABS (2007)

<p>Article URL: <a href="https://web.archive.org/web/20071011040948/http://www.albinoblacksheep.com/livedesign/">https://web.archive.org/web/20071011040948/http://www.albinoblacksheep.com/livedesign/</a></p> <p>Comments ...

Stop writing ds[0x0010, 0x0010].value — there's a better way to handle DICOM in Python

<p>Every Python DICOM tutorial starts the same way:<br /> </p> <div class="highlight js-code-highlight"> <pre class="highlight python"><code><span class="kn">import</span> <span class="n">pydicom</span> <span class="n">...

Sharing a simple Python script to benchmark LLM inference latency across different providers

<p>Was tinkering with some latency measurements lately and wanted to share a quick Python snippet that might help others evaluating inference endpoints.</p> <p>The goal was simple: send identical prompts to different pr...

Cerebras prices IPO at $185 per share to raise $5.55B

<p>Article URL: <a href="https://www.reuters.com/legal/government/cerebras-prices-ipo-185-per-share-raise-555-billion-sources-say-2026-05-13/">https://www.reuters.com/legal/government/cerebras-prices-ipo-185-per-share-ra...

BYD surpasses Tesla as world’s top energy storage deployer

<p>Article URL: <a href="https://electrek.co/2026/05/13/byd-surpasses-tesla-energy-storage-bess-benchmark-2025/">https://electrek.co/2026/05/13/byd-surpasses-tesla-energy-storage-bess-benchmark-2025/</a></p> <p>Comments ...

Federalism for Anti-Fascists

<p>Article URL: <a href="https://medium.com/@carmitage/federalism-for-anti-fascists-e83fb20c6fc2">https://medium.com/@carmitage/federalism-for-anti-fascists-e83fb20c6fc2</a></p> <p>Comments URL: <a href="https://news.yco...

Perl versus Java – The Moving Finger (2025)

<p>Article URL: <a href="https://rant.li/ashwin/perl-versus-java">https://rant.li/ashwin/perl-versus-java</a></p> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48130201">https://news.ycombinator.com/item...

How Bribery Became Legal

<p>Article URL: <a href="https://medium.com/@carmitage/how-bribery-became-legal-b28dbdf0a41c">https://medium.com/@carmitage/how-bribery-became-legal-b28dbdf0a41c</a></p> <p>Comments URL: <a href="https://news.ycombinator...

Show HN: Nibble

<p>An attempt at a single pass LLVM frontend in ~3000 lines of C without external dependencies, malloc, or an AST. Included are some graphical examples. The IR isn't perfect, and the README touches on one particular down...

I benchmarked three LLM inference providers this week and one route surprised me

<p><strong>Title:</strong> I benchmarked three LLM inference providers this week and one route surprised me</p> <p><strong>Body:</strong></p> <p>I've been running some personal benchmarks comparing inference latency ac...

**Title:** I benchmarked three LLM inference providers this week and one route s

<p><strong>Title:</strong> I benchmarked three LLM inference providers this week and one route surprised me</p> <p><strong>Body:</strong></p> <p>I've been running some personal benchmarks comparing inference latency ac...

One Push, Two App Stores: Parallel iOS and Android Builds with GitHub Actions

<p>Liquid syntax error: Unknown tag 'endraw'</p>

Python Decorators Explained Simply

<h1> Python Decorators Explained Simply </h1> <h2> Introduction </h2> <p>Python Decorators Explained Simply is essential knowledge for every developer.</p> <h2> Key Points </h2> <ol> <li>Start...

How to Secure Your Linux Server in 10 Steps

<h1> How to Secure Your Linux Server in 10 Steps </h1> <h2> Introduction </h2> <p>How to Secure Your Linux Server in 10 Steps is essential knowledge for every developer.</p> <h2> Key Points </h...

I Turned Three 3D Printing Tools Into One — CLI & Web, Both Work

<p>I'd written three separate 3D printing tools, each with its own niche:</p> <ul> <li> <strong>SupportSage</strong> — AI-optimized support structure generation (tree + pillar)</li> <li> <strong>FilamentDB</strong> — op...

Tutorial: Kubernetes con k3s — Clúster de 3 Nodos, Ingress y Cloudflare en 30 Minutos

<p>Montar un clúster de Kubernetes suena a proyecto de semanas, certificaciones y un presupuesto que necesita aprobación de junta directiva. Y durante años fue así. Pero en 2026, con <strong>k3s</strong> —el Kubernetes l...

MCP Health Monitor — Free Tool to Check If Your MCP Servers Are Actually Running

<p>MCP servers are fragile. A server can be listed on Smithery with glowing docs but be completely dead — returning 502s or timing out. I checked 50+ random MCP endpoints and 52% were unreachable.</p> <p><strong>MCP Hea...

I Built a Company Intelligence MCP — SEC Filings, Patents, Domain Data in One Tool

<p>If you're building AI agents that need to research companies, you know the pain: SEC data lives on EDGAR, patents are on USPTO, domain whois requires a socket library, and SSL info needs openssl. That's four different...

Why `.filter(Boolean)` Doesn't Narrow Types in TypeScript (and how I built an AST fixer for it)

<p>One TypeScript behavior that confused me for a long time was this:<br /> </p> <div class="highlight js-code-highlight"> <pre class="highlight typescript"><code><span class="kd">const</span> <span class="nx">values</s...

best video-to-ascii working on browser?

best video-to-ascii working on browser?

How IT Teams Can Troubleshoot Network Incidents Faster in 2026-05-14

<p>Most teams do not suffer from a total lack of monitoring. They suffer from the wrong kind of visibility.</p> <p>They can see interface utilization, CPU curves, and generic uptime checks. But when users say “the app i...

I spent months fighting VS Code webviews, so I built an open source universal extension protocol

<p><a class="article-body-image-wrapper" href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Feu...

Claude -p headless mode cannot use Max limits, will fall under API plan

<p>Just received the email, effective date is June 15th. Figured it would happen eventually, but damn are we reliant on it for a lot of workflows internally in our company now.</p> <hr /> <p>Comments URL: <a href="https:...

Armorer Guard Learning Loop: live local feedback for AI-agent security, without model drift

<p>We just shipped the <strong>Armorer Guard Learning Loop</strong>: a Rust-native feedback layer for local AI-agent security enforcement.</p> <p>The short version:</p> <blockquote> <p>Armorer Guard supports hybrid liv...

Stop Trusting AI Agents with Git — Start Governing Them

<h2> The 2 AM Disaster You Don't See Coming </h2> <p>I run AI agents as my primary development interface — not just for code generation, but for the <em>entire lifecycle</em>: branching, committing, pushing, PR ...

How to Migrate a Production Stack to a New Region Without Downtime

<p>Last spring I moved an entire production stack — database, object storage, app servers, mail — from one cloud region to another. Different continent, different provider, same users. The plan looked clean on paper. The...

CVE-2026-31431 'Copy Fail' Deep Dive — Linux Page-Cache Bug and AF_ALG Kubernetes Container Escape

<h1> CVE-2026-31431 "Copy Fail" Deep Dive — A Nine-Year-Old Linux Kernel Page-Cache Bug, AF_ALG Container Escape, and the seccomp/Falco Playbook for 2026 Kubernetes Node Security </h1> <p>On April 29, 2026, Theo...

Die Digitalisierung des KFZ-Marktes: Effizienter Autoankauf für Gebraucht- und Unfallwagen

<p>In der heutigen digitalen Ära hat sich der Prozess des Fahrzeugverkaufs grundlegend gewandelt. Besonders beim Verkauf von Gebrauchtwagen oder Fahrzeugen mit Unfallschäden suchen Nutzer nach Effizienz, Transparenz und ...

AI 시대, 성과 내는 조직일수록 토스식 TPM이 필요한 이유

모두가 열심히 해도 계속 비는 문제, 토스가 그 회색지대를 해결하는 법

1 year and 1 million messages later: Lessons learned building AI agents on the Elasticsearch Platform

After a year and one million messages, Elastic's Field Technology team shares five lessons from building production AI agents: why logs matter most, how retrieval thresholds shape quality, and what high token counts actu...

Helping ChatGPT better recognize context in sensitive conversations

Learn how new ChatGPT safety updates improve context awareness in sensitive conversations, helping detect risk over time and respond more safely.

Do Open Frontier Models Have A Chance Against Closed Models?

<p>Which of the new open-ish frontier models has the best chance to stand up against closed-source models on both cost and quality?</p> <p>I ran <a href="https://jason.agostoni.net/an-ai-benchmark-that-tests-real-coding...

How to Secure Your Linux Server in 10 Steps

<h1> How to Secure Your Linux Server in 10 Steps </h1> <h2> Introduction </h2> <p>How to Secure Your Linux Server in 10 Steps is essential knowledge for every developer.</p> <h2> Key Points </h...

PS3 Emulator Team Slams AI Coders for Breaking Code Quality

<p>RPCS3 team demands AI coders stop submitting untested code that threatens the emulator’s stability and wastes developer resources.</p> <h3> Key takeaways </h3> <ul> <li>Why RPCS3’s Call to Halt AI-Generated ...

Automobil-Logistik in Deutschland: Skalierbare Lösungen für den Autoankauf

<p>​In der heutigen Tech-gesteuerten Welt ist die Effizienz beim Asset-Management entscheidend. Dies gilt auch für den Verkauf von Fahrzeugen. Wenn Sie ein "Legacy-Fahrzeug" – sei es ein Gebrauchtwagen oder ein Unfallwag...

What Broke After 10M Realtime Events — and How We Re-architected for Realtime AI Workflows

<p><a class="article-body-image-wrapper" href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2Fxy...

Fivetran’s CPO: Closed data stacks won’t survive the agent era

<img alt="At Google Cloud Next 2026, Fivetran Chief Product Officer Anjan Kundavaram argued that enterprise data systems are unprepared for the scale of AI-driven analytics." class="webfeedsFeaturedVisual wp-post-image w...

Crunching the latest data, just for you. Hang tight

<p>What I see on github more and more now. This one from today was from trying to see the full list of contributors to a medium size project. It's been spinning for several minutes...</p> <hr /> <p>Comments URL: <a hre...

Tell HN: Dont use Claude Design, lost access to my projects after unsubscribing

<p>I wanted to try codex after 5 months of claude code max subscription. And then I went back to my previous projects on claude design only to realize I don't have access to them anymore.<p>This is a first. I never lost ...

Viral Marketing

<p>I want to go viral but don't know how</p> <hr /> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48127830">https://news.ycombinator.com/item?id=48127830</a></p> <p>Points: 1</p> <p># Comments: 1</p>

Ask HN: What programming blogs do you follow?

<p>HN's front page might be sufficient to read about programming stuff, but still I'm wondering if there might be blogs that don't hit the front page but are worth checking out and possibly following.<p>You can use this ...

MinIO’s MemKV promises 95% better GPU utilization by ending AI recompute tax

<img alt="" class="webfeedsFeaturedVisual wp-post-image wp-stateless-item" height="768" src="https://cdn.thenewstack.io/media/2026/05/f30e3075-ghariza-mahavira-vyyokutbajg-unsplash-1024x768.jpg" style="display: block; ma...

Ask HN: How to Invest 10K EUR

<p>What is the best way to invest 10K USD/EUR. I’m looking for moderate to high risk with high potential returns.<p>I live in Europe, so I guess most of the known financial levers are not available here.</p> <hr /> <p>Co...

Ask HN: Why does my ChatGPT always display one sentence per line?

<p>Has anyone else experienced the same thing? My ChatGPT always outputs one sentence per line, for example:<p>--- Right now, your data looks more like: “interesting utility” rather than “An app you can’t live without.” ...

Ask HN: Is Anthropic doing too much vibe coding?

<p>The Claude app and Claude Code have been an unusable and buggy mess for me lately, has anyone else been experiencing this? Most of my messages get swallowed after sending them or the responses get interrupted or dropp...

Anthropic Launches Claude Platform on AWS

<img src="https://res.infoq.com/news/2026/05/anthropic-claude-aws/en/headerimage/generatedHeaderImage-1778682420283.jpg" /><p>Anthropic has announced the general availability of Claude Platform on AWS, a new deployment o...

PyTorch 2.12 Release Blog

We are excited to announce the release of PyTorch® 2.12 (release notes)!   The PyTorch 2.12 release features the following changes:  Batched linalg.eigh on CUDA is up to 100x faster due...

Kubernetes v1.36: Advancing Workload-Aware Scheduling

<p>AI/ML and batch workloads introduce unique scheduling challenges that go beyond simple Pod-by-Pod scheduling. In Kubernetes v1.35, we introduced the first tranche of <em>workload-aware scheduling</em> improvements, fe...

Hourly Rates Are Not a Work Measurement Anymore

<p>Poking around contract work and it occurred to me that hourly rates are still pre-GenAI.<p>A senior dev/arch with GenAI skills can probably do 20x now. But we’re not going to work for -19x rates.<p>It’s a conundrum. W...

TypeScript, C# and Turbo Pascal with Anders Hejlsberg

Anders Hejlsberg reflects on building Turbo Pascal, C#, and TypeScript, and shares what AI may change about the future of software engineering.

Viaduct 1.0 and the future of Airbnb’s data mesh

<p>Moving from an internal tool to a community-driven, production-ready data mesh.</p><figure><img alt="Stone arch bridge crossing a wide river at sunset, with people leisurely walking along the top, golden light illumin...

Ask HN: Has any YC startup from the last 6–7 years scaled like Stripe or Docker?

<p>Even none of the startups funded in the last 7 years seem to have made it into YC’s top 100 companies list.</p> <hr /> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48124380">https://news.ycombinator....

Ask HN: Why Reddit blocks all automated access but has .json for all URLs?

<p>Reddit is aggressively blocking all automated access (see their robots.txt) and uses a lot of heuristics to block crawlers that do not honor it.<p>However, at the same time all Reddit URLs can be made machine readable...

Thoughts on Claude Code 2.1.139 Agent View and Background Sessions

<p>Spent half a day trying Claude Code 2.1.139’s new Agent View and background sessions — useful, but still has quite a few rough edges.<p>The first item in the 2.1.139 changelog released on 2026-05-11 was Added agent vi...

AI is making it easy but also hard

<p>I was a software engineer for 20 years and always had many, many ideas for products - as we all do.<p>Enter Claude Code, Kiro, Cursor, whatever. Now I can write anything I like and because I was a software engineer an...

Some Business Ideas

<p>Infrastructure side:<p>1. A service connector that can be attached to any AI Assistant to authenticate users and connect services easily, similar to MCP but more universal. 2. CDN service connectors that can store ass...

New in Terraform 1.15: Dynamic sources, variable deprecation, and more

Terraform 1.15 adds Windows ARM64 builds, variable deprecation, S3 AWS login, inline type conversion, and dynamic module sources.

Ask HN: How are you securing your NPM dependencies?

<p>There are few obvious things like adding min-release-age, ignore-scripts and save-exact. What other practice we can follow to ensure we are minimizing the damage, especially with chained dependencies.</p> <hr /> <p>Co...

Streaming CloudWatch metrics to VPC-based OpenTelemetry collectors using Lambda

In this post, we demonstrate an approach we used to address this challenge for a customer by implementing an AWS Lambda transformation function that streams Amazon CloudWatch metrics directly to internal OpenTelemetry co...

Ask HN: Social Vibe Coding App?

<p>I am currently ideating a flow where people can sneak peak into what people in their network/company/worksapce are vibe coding. The basic mvp is to have some bots connected to git repos and analyse readme + code(?) an...

High Performance Rate Limiting at Databricks

In this article, we look at how Databricks implemented rate limiting at scale, how they shrank the critical path, and the accuracy tradeoff that shrinking usually requires.

Red Hat’s skill packs give AI agents something a bigger model never could: 20 years of institutional memory

<img alt="A colorful graphic illustration of a human head in profile, silhouetted in dark navy, with the brain area filled with symbolic imagery representing knowledge and cognition: puzzle pieces, gears, flowers, and a ...

Ask HN: Anyone replaced enterprise email marketing with something self-built?

<p>We're a smallish startup currently paying $150k+ a year for Salesforce Marketing Cloud (SFMC) to send email marketing and trigger email.<p>The cost of this pains me, and it doesn't help that our campaign manager hates...

Ask HN: Sites you visit on a daily basis for knowledge and inspiration?

<p>Comments URL: <a href="https://news.ycombinator.com/item?id=48123052">https://news.ycombinator.com/item?id=48123052</a></p> <p>Points: 3</p> <p># Comments: 0</p>

Anthropic’s Claude Code agent view is a better dashboard. So why aren’t developers convinced?

<img alt="three screen monitor on blue background" class="webfeedsFeaturedVisual wp-post-image wp-stateless-item" height="768" src="https://cdn.thenewstack.io/media/2026/05/ee2600c0-monitor-dashboard-1024x768.jpg" style=...

OpenAI’s Daybreak and Anthropic’s Glasswing have nearly identical benchmarks — and 3 of the same partners

<img alt="Illustration of a laptop displaying two documents side by side, connected by orange lines that suggest AI-driven comparison and analysis, with labels reading "Correcting Grammar," "AI Comparing," and "Extractin...

Want to add my new post

<p>I want to add my new posts to your website.</p> <hr /> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48122821">https://news.ycombinator.com/item?id=48122821</a></p> <p>Points: 1</p> <p># Comments: 0</...

I tested OpenAI’s three claims about GPT-5.5 Instant, and only one fully held up

<img alt="Illustration of two side-by-side portraits of the same woman with long brown hair — on the left, a casual version in a red T-shirt and glasses; on the right, an AI-generated version in a sleeveless red top with...

Airbnb Implements Context-Aware Identity Model to Support Privacy-First Social Features

<img src="https://res.infoq.com/news/2026/05/airbnb-privacy-identity-model/en/headerimage/generatedHeaderImage-1777161122220.jpg" /><p>Airbnb has redesigned its identity system to support privacy-first social features in...

JEP 533 Tightens Exception Handling in Java's Structured Concurrency for JDK 27

<img src="https://res.infoq.com/news/2026/05/jep-533-jdk-27/en/headerimage/java-istock-image-01-1762720446658-1778607694352.jpg" /><p>JEP 533, Structured Concurrency, has reached integrated status for JDK 27. It refines ...

Ask HN: What Will the Next Competitor to NextJS Be?

<p>This question includes the commercial as well as open source offerings of Next Js / Vercel.</p> <hr /> <p>Comments URL: <a href="https://news.ycombinator.com/item?id=48122402">https://news.ycombinator.com/item?id=4812...

Fighting Tool Sprawl: The Case for AI Tool Registries

<p>As enterprise AI agent adoption scales, the absence of centralized, organization-level tool infrastructure is producing compounding costs. When adoption is built around optimizing for deployment speed, enterprises exp...

AI Is Changing What Customers Need From a Database. MongoDB 8.3 Is Built for It

<p>Today, we announced at .local London that MongoDB 8.3 is built for the speed AI demands—and our customers can't afford to wait.</p> <p>The data layer has to move at AI speed</p> <p>The old contract between databases a...

Terraform Enterprise 2.0: Evolving infrastructure operations for scale

Terraform Enterprise 2.0 helps organizations scale infrastructure operations, strengthen governance, and reduce operational complexity.

Terraform adds cost visibility, project-level notifications, and more

HCP Terraform and Terraform Enterprise continue to reduce operational overhead and strengthen governance and security across the entire infrastructure lifecycle.

LDAP secrets management now available in IBM Vault Enterprise 2.0

Learn to migrate LDAP static roles to IBM Vault Enterprise 2.0’s centralized rotation system, featuring self-managed flows and automated lifecycle management.

IBM Vault 2.0 adds UI enhancements and improved reporting visibility

IBM Vault 2.0 introduces UI enhancements, including in-product guidance to surface value faster, plus enhanced reporting for greater transparency and visibility.

Announcing native AI agent support in HashiCorp Vault

HashiCorp Vault now enables enterprises to manage agentic IAM including trusted identities, delegated authorization, fine-grained controls and end-to-end tracing.

What the design-to-code loop unlocks

With work moving more fluidly between code and canvas, workflows aren’t just changing—they’re converging.

How one partnership powers search for over 2 million WP Engine users

Discover how WP Engine innovates with Google Cloud and Elastic to deliver high-precision search and seamless integration for modern software vendors.

The Elasticsearch Agent Builder Hackathon

The Elasticsearch Agent Builder Hackathon showed AI agents built with Elastic tools to solve real-world problems. Winners include PHAROS (drug safety in <60s), Gauntlet (adversarial testing), and a duplicate detection ag...

Beyond debugging: How GenAI can turn logs into business intelligence

Logs have returned to center stage for observability with new capabilities given the emergence of generative AI. Find out how GenAI and logs can provide visibility and insights to manage your operations and improve busin...

From noise to knowledge: How GenAI is revolutionizing log management and analytics

Logs have returned to center stage for observability with new insights and information for your SRE team. Driving efficiency in your day to day operations is possible with GenAI applied to the richest telemetry signal av...

Elastic Stack 9.4.1 released

<p>Version 9.4.1 of the Elastic Stack was released today. We recommend you <a href="https://www.elastic.co/docs/deploy-manage/upgrade">upgrade to this latest version</a>. We recommend 9.4.1 over the previous versions 9.4...

PHAROS: 4 agents, 60 seconds, 1 missed drug safety signal away from disaster

PHAROS is a 4-agent system built with Elasticsearch that automates pharmacovigilance. It detects adverse drug safety signals using WHO-standard analysis, generates regulatory reports, and sends critical alerts in under 6...

Gauntlet: What happens when your agent's tools fight back

The Elasticsearch Agent Builder Hackathon spotlighted Gauntlet, a top-three project that uses mocking agents to mutate tool calls, expose hidden failures, and improve AI agent reliability.

Catching invisible errors: How I built a duplicate detection agent for Kenya's HIV program

A multi-agent duplicate detection system built with Elastic Agent Builder addresses the 56% failure rate of manual duplicate detection in Kenya's HIV patient records. It uses tiered risk scoring and specific recs to prov...

Vercel Sandbox firewall now supports request proxying and filtering

<p>The <a href="https://vercel.com/docs/vercel-sandbox/concepts/firewall">Vercel Sandbox firewall</a> now supports forwarding specific HTTP requests to a proxy you control. You can also use matchers to filter forwarding ...

Vercel Flags now supports JSON values

<p>You can now store JSON values in <a href="https://vercel.com/docs/flags/vercel-flags">Vercel Flags</a>, extending the existing support for boolean, string, and number values. This allows you to collapse what used to t...

Trusted Sources for Deployment Protection

<p><a href="https://vercel.com/docs/deployment-protection/methods-to-bypass-deployment-protection/trusted-sources">Trusted Sources</a> lets protected deployments accept <a href="https://vercel.com/docs/oidc">short-lived ...

Automate progressive rollouts with Vercel Flags

<p>You can now use <a href="https://vercel.com/docs/flags">Vercel Flags</a> to roll out a feature to a growing percentage of users on a schedule, with progressive rollouts.</p><p>Unlike weighted splits, which hold a fixe...

Node.js 26.x now available on Vercel Sandboxes

<p>Vercel Sandbox now supports Node.js version 26.</p><p>To run a Sandbox with Node.js 26, upgrade <code>@vercel/sandbox</code> to <code>1.10.2</code> or later, or to <code>2.0.0-beta.19</code> or later if you're using v...

Next.js May 2026 security release

<h1>Summary</h1><p>We have shipped a coordinated security release for Next.js addressing 13 advisories across denial of service, middleware and proxy bypass, server-side request forgery, cache poisoning, and cross-site s...

Manage Vercel Firewall in the CLI

<p>You can now manage your project's <a href="https://vercel.com/docs/vercel-firewall/vercel-waf">Vercel Firewall</a> configuration through the Vercel CLI.</p><p>Use the new <code>vercel firewall</code> command to manage...

Fast mode for Opus 4.7 available on AI Gateway

<p>Fast mode for Claude Opus 4.7 is now available on <a href="https://vercel.com/ai-gateway">AI Gateway</a> in research preview.</p><p>Fast mode delivers ~2.5x faster output token generation with full Opus 4.7 intelligen...

Create Vercel Firewall rules with natural language

<div></div><p><a href="https://vercel.com/docs/vercel-firewall">Vercel Firewall</a> now lets you create WAF custom rules using natural language. Describe the behavior you need and the dashboard will generate the rule.</p...

Chat SDK now supports conversation history

<p>Chat SDK now supports cross-platform conversation history through the new <code>transcripts</code> and <code>identity</code> options. User transcripts persist across every <a href="https://chat-sdk.dev/adapters">platf...

Chat SDK adds web adapter support

<p>You can now build chat UIs that connect to Chat SDK with the new <a href="https://chat-sdk.dev/adapters/web">web adapter</a>. Build in-product assistants, support agents, or any other browser-based chat experience.</p...

Chat SDK adds Messenger adapter support

<p>Chat SDK now supports Messenger, extending its single-codebase approach to Slack, Discord, GitHub, Teams, and Telegram with the new <a href="https://chat-sdk.dev/adapters/official/messenger">Messenger adapter</a>.</p>...

How Superset built the IDE for AI agents on Vercel

<p><b>Superset on Vercel</b></p><ul><li><p>1,000–1,400 deployments per week</p></li><li><p>~600 preview deployments per day</p></li><li><p>~30 second average build time</p></li><li><p>57–64% week-over-week DAU growth</p>...

AI Gateway production index

<p>Ask which AI model is best, and the answer changes before the ink dries. That's what happens in an industry where new models are released weekly. </p><p>Every benchmark measures a different race, and every race crowns...

ODW #5: 벡터 DB와 에이전트 스킬로 RAG 시스템 만들기

안녕하세요! 모바일 개발자 경험 팀의 @giginet입니다. 평소에는 LINE iOS 앱을 중심으로 빌드 시스템과 개발 환경을 정비하고, 개발자 경험을 향상하기 위한 업무를 하고 ...

1004: TanHacked

Scott and Wes break down the “Mini Shai-Hulud” supply chain attack that compromised TanStack and other popular npm packages through a clever GitHub Actions cache poisoning exploit; a self-propagating worm that stole cred...

1003: Skills Skills Skills

Scott and Wes chat all things agent skills for web developers, sharing their favorites for everything from CSS animations and HTML generation to logo extraction, marketing copy, and video creation. Whether you’re just ge...

Five vertical SaaS insights from Sessions 2026

AI is forcing platforms to expand beyond pure software. See how vertical SaaS platforms are using payments, financial services, and agentic commerce to build more durable businesses.

Vespa AI and Surpassing the Limits of Vector Search

Vector search has risen to become a foundational tool in modern search and retrieval systems, including the RAG pipelines that power many AI applications. However, the demands on retrieval systems are growing more sophis...

SED News: Anthropic’s Mythos, Supply Chain Hacks, and the AI Spending Surge

SED News is a monthly podcast from Software Engineering Daily where hosts Gregor Vand and Sean Falconer unpack the biggest stories shaping software engineering, Silicon Valley, and the broader tech industry. In this epis...

AI Ascent 2026

<p>The post <a href="https://sequoiacap.com/article/ai-ascent-2026/">AI Ascent 2026</a> appeared first on <a href="https://sequoiacap.com">Sequoia Capital</a>.</p>

Efficient Edge AI on Arm CPUs and NPUs: Understanding ExecuTorch through Practical Labs

TL;DR: ExecuTorch extends the PyTorch ecosystem to deliver local AI inference on constrained edge devices. To provide a practical entry point, Arm has created a set of Jupyter Labs that...

A 0-click exploit chain for the Pixel 10: When a Door Closes, a Window Opens

We recently published an exploit chain for the Google Pixel 9 that demonstrated it was possible to go from a zero-click context to root on Android in just two exploits. The Dolby 0-click vulnerability existed across all ...

How ChatGPT adoption broadened in early 2026

ChatGPT adoption surged in Q1 2026, with fastest growth among users over 35 and more balanced gender usage, signaling broader mainstream AI adoption.

What Parameter Golf taught us about AI-assisted research

Parameter Golf brought together 1,000+ participants and 2,000+ submissions to explore AI-assisted machine learning research, coding agents, quantization, and novel model design under strict constraints.

Testing ads in ChatGPT

OpenAI begins testing ads in ChatGPT to support free access, with clear labeling, answer independence, strong privacy protections, and user control.

Simplex rethinks software development with Codex

Simplex boosts software development with ChatGPT Enterprise and Codex, reducing design, build, and testing time while scaling AI-driven workflows.

Running Codex safely at OpenAI

How OpenAI runs Codex securely with sandboxing, approvals, network policies, and agent-native telemetry to support safe and compliant coding agent adoption.

Parloa builds service agents customers want to talk to

Parloa leverages OpenAI models to power scalable, voice-driven AI customer service agents, enabling enterprises to design, simulate, and deploy reliable, real-time interactions.

Our response to the TanStack npm supply chain attack

OpenAI details its response to the TanStack “Mini Shai-Hulud” supply chain attack, outlines protections taken to secure systems and signing certificates, and explains why macOS users must update OpenAI apps by June 12, 2...

OpenAI launches DeployCo to help businesses build around intelligence

OpenAI launches DeployCo, a new enterprise deployment company built to help organizations bring frontier AI into production and turn it into measurable business impact.

OpenAI Campus Network: Student club interest form

Join the OpenAI Campus Network—connect student clubs worldwide, access AI tools, host events, and build an AI-powered campus community.

How NVIDIA engineers and researchers build with Codex

Teams use Codex with GPT-5.5 to ship production systems and turn research ideas into runnable experiments.

Introducing Trusted Contact in ChatGPT

Introducing Trusted Contact in ChatGPT, an optional safety feature that notifies someone you trust if serious self-harm concerns are detected.

Scaling Trusted Access for Cyber with GPT-5.5 and GPT-5.5-Cyber

OpenAI expands Trusted Access for Cyber with GPT-5.5 and GPT-5.5-Cyber, helping verified defenders accelerate vulnerability research and protect critical infrastructure.

Building a safe, effective sandbox to enable Codex on Windows

Learn how OpenAI built a secure sandbox for Codex on Windows, enabling safe, efficient coding agents with controlled file access and network restrictions.

AutoScout24 scales engineering with AI-powered workflows

Learn how AutoScout24 Group uses Codex and ChatGPT to speed development cycles, improve code quality, and expand AI adoption.

Advancing voice intelligence with new models in the API

Explore new realtime voice models in the OpenAI API that can reason, translate, and transcribe speech, enabling more natural and intelligent voice experiences.

How enterprises are scaling AI

How enterprises scale AI: from early experiments to compounding impact through trust, governance, workflow design, and quality at scale.

How finance teams use Codex

See how finance teams can use Codex to build MBRs, reporting packs, variance bridges, model checks, and planning scenarios from real work inputs.

The Pulse: Did capacity shortages turn Anthropic hostile to devs?

Also: Amazon finally allows engineers to use Claude Code and Codex, Meta forcefully assigns engineers to data labelling work ahead of layoffs, more small “AI-forward” teams, and more