AI TOOLS

The Thinking in Java author abandoned a Python book in 2011 and used Claude to finish it in June 2026. The result is a free 47-chapter book with build-verified examples, an honest AI disclosure, and a strong argument about what AI does to long-form technical writing.

How a 60-second auto-continue timer shipped to Claude Code without documentation, what it reveals about agent safety assumptions, and how to disable it.

A developer built a complete X11 server in 20,000 lines of assembly language using Claude as a compiler, running Firefox and GIMP with one-third the CPU usage of Xorg.

Google rebrands NotebookLM to Gemini Notebook, integrating the popular research tool deeper into its AI ecosystem. Here is what developers should know about the transition.

A fair comparison of AI-assisted test generation tools for coding agents - what they generate, where they plug into your workflow, and which claims to verify yourself before trusting the output.

A fair look at Langfuse, PromptLayer, Promptfoo, Helicone, Latitude, and Agenta for versioning, evals, and deploying LLM prompts.

Ternlight ships a ternary-quantized sentence encoder at 7 MB that runs semantic search at 5ms per embedding - entirely client-side via WASM, no API calls required. Here is how it works, what HN thinks, and where browser-side embeddings make sense.

A developer discovered that Claude Code's thinking output is summarized, not the raw reasoning. Here's what Anthropic's docs actually say - and why it matters.

A YC W25 startup open-sources CADAM, a browser-based tool that converts natural language to parametric OpenSCAD models. HN debate: is text-to-CAD genuinely useful or just another demo?

Alex Ellis shares real production experience running local LLMs: $12k hardware investment, 2-3 month ROI, and why treating local models as Opus substitutes misses the point entirely.

Cohere shipped its first developer-facing model on June 9, 2026. North Mini Code is a 30B mixture-of-experts coding model with 3B active parameters, Apache 2.0 weights, and a deployment footprint of a single H100. Here is what it actually offers and where the open questions are.

Choosing a local coding LLM in 2026 means balancing benchmark performance, hardware cost, and the compliance pressure to keep code off third-party servers. Here is what to run and on what hardware.

Factory Droid is a terminal-native AI coding agent with multi-model routing, headless CI execution, and browser automation built in. Here is everything you need to know to set it up and decide if it fits your workflow.

The Miasma worm has evolved from package registry poisoning to directly hijacking AI coding tools - if your team clones open-source repos and opens them in Claude Code, Cursor, Gemini CLI, or VS Code, you may already be compromised.

MiniMax M2.5 hits 80.2% on SWE-bench Verified and plugs into the Anthropic SDK with two environment variables. Here is what you need to know before switching.

OpenRouter gives you one API key for 300+ models, automatic fallbacks, and intelligent provider routing. Here is what it actually costs, how to set it up in five minutes, and when you should skip it entirely.

The MCP ecosystem crossed 22,000 servers in early 2026. Most are noise. Here are the open-source servers that have earned a permanent slot in our config, with copy-paste setup for Claude Code, Cursor, and Codex.

An opinionated guide to the MCP server ecosystem in 2026. Curated picks by category, real configuration examples, installation commands, and honest assessments of what works and what does not.

Everything you need to know about Model Context Protocol - how it works, how to install servers, how to build your own, and the best ones.

A searchable directory of 184+ MCP servers organized by category. Find the right server for databases, browsers, APIs, DevOps, and more.