From Hacker News
Stories 1 – 10
No. 01AI ToolsApplies to you
by janandonly · 799 points · 421 comments
Anna's Archive is experimenting with llms.txt — a proposed standard for giving LLMs structured, permission-aware access to web content. This is a fascinating meta-moment: a major shadow-library publishing instructions aimed directly at crawling AI. If you're building RAG pipelines or thinking about how AI agents navigate the open web, this is essential reading.
No. 02AI ToolsApplies to you
by louiereederson · 422 points · 252 comments
Anthropic's Project Glasswing is their transparency initiative into how Claude models actually work under the hood. As a Claude Code user this is directly relevant — understanding the research behind the tool you're shipping with every day gives you sharper intuitions about when to trust it and when to push back.
No. 03AI ToolsApplies to you
by robertkarl · 229 points · 171 comments
Microsoft is pulling Claude Code licenses from its enterprise agreements, signaling a hardening of the Copilot-vs-everything-else battle inside Redmond. If your team relies on Claude Code through any Microsoft procurement channel, this is urgent news — time to evaluate direct Anthropic licensing.
No. 04AI ToolsApplies to you
by vitriapp · 215 points · 123 comments
Kanbots is a desktop Kanban board where each card can spin up its own AI agent to work on the task autonomously — think Claude Code but with a visual project board instead of a terminal. The open-source angle and agentic-per-card model is a genuinely fresh take on AI-assisted project management worth trying today.
No. 05AI ToolsApplies to you
by jetter · 382 points · 150 comments
A new benchmark measures how well LLMs can generate valid, architecturally coherent OpenSCAD models — a genuinely hard spatial reasoning task. Antigravity 2.0 claims the top spot, beating larger models; the methodology is worth reading if you're evaluating LLMs for any kind of structured code generation.
No. 06AI ToolsApplies to you
by Tiberium · 377 points · 218 comments
DeepSeek has locked in the deep discount on V4 Pro pricing permanently, making it one of the most cost-competitive frontier models for API workloads. If you're building multi-model pipelines or cost-optimizing your AI spend, this reshapes the calculus significantly.
No. 07AI ToolsApplies to you
by maxloh · 134 points · 23 comments
A community-maintained, machine-readable registry of AI model metadata — context windows, pricing, modalities, and benchmark scores all in one place. Exactly the kind of infrastructure layer that's been missing as the model landscape explodes; great for building model-selection tooling or just keeping up.
No. 08Dev ToolsApplies to you
by avipeltz · 94 points · 117 comments
Superset is a new open-source IDE purpose-built for orchestrating AI agents alongside traditional code editing — not just a Copilot plugin but a ground-up rethink of the dev environment. With strong HN discussion and YC backing, this is worth a close look for anyone already running Claude Code workflows.
No. 09Dev Tools
by roflcopter69 · 349 points · 152 comments
Deno 2.8 lands with improved Node compatibility, faster startup times, and new workspace features. The Deno team continues its steady march toward being a credible drop-in for Node in production environments — this release is actionable if you've been on the fence.
No. 10Privacy & SecurityApplies to you
by hasheddan · 91 points · 5 comments
Apple's security team publishes their methodology for formally verifying the cryptographic primitives that underpin nearly every security guarantee in the Apple ecosystem. This is a rare, detailed look inside Apple's crypto engineering — essential reading if you care about why Apple devices warrant trust.
From Pinboard Popular
Stories 11 – 20
No. 11Privacy & Security
by speckx · 196 points · 48 comments
Krebs reports on a significant data leak within CISA itself, with lawmakers now demanding answers about what got out and how. The irony of the nation's cybersecurity agency suffering its own breach is sharp; the details matter for anyone in enterprise security or government contracting.
No. 12Privacy & Security
by bilalq · 138 points · 40 comments
The FBI director's merchandise site was caught serving a ClickFix social-engineering attack that tricks visitors into running malware via a fake CAPTCHA. A vivid reminder that supply-chain and hosting security applies everywhere — even to the people nominally in charge of stopping it.
No. 13Dev Tools
by tamnd · 468 points · 483 comments
The yt-dlp team is deprecating Bun support, citing incompatibilities and maintenance burden — a significant vote of no-confidence in Bun's ecosystem maturity from a high-profile project. The 483-comment thread is a frank community debate about Bun's production readiness worth following.
No. 14Dev Tools
by brianmcnulty · 45 points · 9 comments
npm finally gets staged publishing — roll out a new package version to a percentage of installs before going full public — plus new install-time policy controls for organizations. These are long-overdue supply-chain safety features that every team maintaining npm packages should enable immediately.
No. 15Weird Science
by Jotalea · 201 points · 41 comments
Someone built a working Wayland compositor inside Minecraft, letting you run actual Linux GUI applications within the game world. It's completely absurd, technically impressive, and a testament to how far Wayland's protocol abstraction goes — the kind of project that makes you love computing.
No. 16Weird Science
by Brajeshwar · 117 points · 26 comments
Jeff Geerling digs into Wi-Wi, a new protocol achieving sub-5 nanosecond wireless time synchronization — beating PTP over Ethernet in some scenarios. Distributed systems engineers and anyone running tight-latency infrastructure should pay attention; this could change how we think about wireless in data centers.
No. 17Weird Science
by colinprince · 149 points · 91 comments
Decades of foundational sleep science have finally yielded a novel pharmacological treatment for sleep apnea — a condition affecting hundreds of millions who currently have no good drug options. A heartening story about long-horizon basic research paying off in a very practical way.
No. 18Weird Science
by layer8 · 65 points · 16 comments
Researchers used neutron scattering — a technique normally reserved for materials science — to understand the nanoscale structure of gluten-free pasta and why it disintegrates when cooked. Delightfully niche science with real culinary consequences.
No. 19Dev Tools
by speckx · 142 points · 14 comments
A developer built a stack-based, Forth-inspired language specifically designed for authoring web content — think a minimal alternative to Markdown with more programmatic power. If you're interested in alternative markup paradigms or creative coding for the web, this is worth 10 minutes.
No. 20Dev Tools
by dboon · 96 points · 91 comments
Sp.h is a single-header C library that brings modern conveniences — generics, safe collections, string handling — to C without abandoning the language's simplicity. The lively 91-comment thread debates whether this is the right approach, making it a good pulse-check on where C tooling is headed.