ai
A from-the-ground-up walkthrough of how modern LLMs work, from tokens to transformer blocks to the next-token loop
💫 Toolkit to help you get started with Spec-Driven Development - github/spec-kit
OpenSpec is a lightweight, spec‑driven framework for coding agents and CLIs — universal, open source, and no API keys or MCP required.
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server. - chopratejas/headroom
🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman - JuliusBrussee/caveman
Our latest model, Claude Opus 4.8, is an upgrade to our Opus class of models, with stronger performance across coding, agentic tasks, and professional work, and the consistency to handle long-running work.
Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
A lot of people seem convinced that the point of AI coding is to write low-quality code as fast as possible. Spew out barely-passable slop, open massive PRs, and merge them unvetted. Ship it! But the thing is, LLMs are very flexible. And you can use them just as effectively to write high-quality code more…
Anthropic introduced 28 security and compliance tool integrations to help IT and security teams govern Claude.
An early update on what we've learned from Project Glasswing.
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 needs to look like before any of it can scale.
We're launching Claude for Small Business, a package of connectors and ready-to-run workflows that put Claude inside the tools small businesses use every day.
Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency-aware benchmarks, not parameter count. One command, run it instantly. - Andyyyy64/whichllm
Local AI models should be the default.
Experiments with getting usable outputs out of local models on a standard Macbook
Demystifying evals for AI agents
AI-generated images have left us questioning what is real. But the godfather of digital forensics, Hany Farid, is not giving up