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8 min read

GitHub's Agent Finder discovers and invokes Claude, Codex, MCP servers, and skills automatically. Here is how the new ARD specification changes AI coding tool integration.

8 min read

MCP's new enterprise-managed authorization flow is not just less login friction. It moves agent tool access into identity, policy, and audit systems enterprises already understand.

8 min read

Java's most anticipated performance feature is finally landing. Value classes eliminate object identity overhead and enable dense memory layouts - here's what changes.

6 min read

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?

6 min read

Auto-installing tree-sitter grammars, built-in markdown mode, window layout commands, and more - the upcoming Emacs release absorbs features that used to require external packages.

7 min read

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.

7 min read

JetBrains released Mellum2 on June 2, 2026 - a 12B MoE model with only 2.5B active parameters per token. Here is how to run it locally, when to use it, and where it fits in your AI coding stack.

12 min read

Midjourney, the company that makes AI pictures, just announced a full-body ultrasonic scanner and a spa chain to put it in. It sounds like a non sequitur. It is not. Here is what was actually announced, why a generative-image lab is suddenly building medical hardware, and the sharpest skeptic and believer takes from Hacker News on whether any of it survives contact with the FDA.

5 min read

The Transformer co-creator leaves Google DeepMind for OpenAI just two years after Google paid $2.7 billion to bring him back from Character.AI.

12 min read

A $500M accidental Claude bill and an open-weights model beating GPT-5.5 at one-sixth the cost point to the same conclusion: the margin is moving to the layer that decides when to use which model for what. Here is how routing and orchestration differ, and how to cut your model spend.

10 min read

A hands-on, beginner-friendly walkthrough of building an AI agent with Vercel eve: scaffold the project, define an agent and a typed tool with defineTool, run it locally, call it through the durable session and stream API, and deploy to Vercel Functions.

11 min read

Stop the approval-fatigue prompts without going full YOLO mode. A hands-on guide to Claude Code's permission system - settings.json scopes, allow/deny/ask rules, tool specifiers, and the headless flags that actually matter.