Claude is a family of AI assistants developed by Anthropic. Named versions (Claude 3.5 Sonnet, Claude 3 Opus) are known for long context windows, coding ability, and safety-focused design.
LLM evaluations suffer from two sources of noise: ambiguous inputs and inconsistent judges, according to a technical analysis. The author's team found that treating evaluation scores as static measure…
Kaappi, a complete R7RS-small Scheme implementation written in Zig, has been released with 641 built-in procedures, 32 syntax forms, 14 standard libraries, 171 SRFIs, a C FFI, OS threads and fibers, a…
A guide to the top 10 AI tools for productivity gains recommends treating AI as a modular operating system rather than a chatbot, focusing on tools that automate research, formatting, and coding tasks…
A user shares their daily free AI toolstack, recommending Perplexity for discovery and Claude for execution as a free-tier setup that handles 90% of daily tasks. The stack also includes NotebookLM for…
Moonshot AI's open-source Kimi K3 model, after a week of real project use, matches or surpasses Claude Opus in instruction following and long coding sessions, and rivals Fable in data analysis, but su…
A developer discovered that a commit-message filter in their repo was silently deleting legitimate messages containing words like "llm", "claude", and "anthropic" due to a naive substring check. The f…
A developer fixed a timeout bug in a git prepare-commit-msg hook, only to discover three days later that the hook had never executed because Git does not automatically run scripts from a repo's `hooks…
Anthropic takes a model-first approach to AI agents, providing Claude as a reasoning engine alongside open-source components like the Model Context Protocol (MCP) and the Claude Agent SDK. Developers …
A developer reports that integrating Google's Air Quality MCP (Model Context Protocol) provides longitudinal intelligence rather than just a snapshot, using the `get_air_quality_history` endpoint to a…
Natural language is the wrong tool for AI governance because autoregressive transformers cannot distinguish between actually checking a rule and generating a sentence that claims they checked it, acco…
A developer built Vinkius, an MCP server that integrates Google's Air Quality API into AI agents, enabling 30-day historical environmental analysis. The tool provides a normalized Universal Air Qualit…
Pliny the Liberator claims a 'universal jailbreak' capable of bypassing restrictions across multiple large language models, including Claude, GPT, and Gemini. If the technique holds across different a…
A new technique called 'Decoy Fonts' bypasses Claude's vision system by embedding thin, high-contrast decoy characters that the AI's OCR prioritizes over actual letterforms, causing the model to hallu…
A developer built ClipMark, a Manifest V3 browser extension that replaces the official Notion web clipper, using OAuth for persistent tokens and a local-first save system with chrome.storage to preven…
A Chinese undergraduate researcher discovered that AI agents cannot independently verify whether they followed rules, a structural constraint called the 'Prose Barrier.' After building mechanical gate…
Claude Code users should adopt structured context engineering with XML-style delimiters, prune irrelevant files, and trigger chain-of-thought reasoning to avoid hallucinations and context drift, accor…
OpenUK's AI Openness report, published in July 2026, features a fireside chat with Anil Madhavapeddy on open foundation models like TESSERA, emphasizing that non-inspectable, non-reproducible models a…
A new tutorial explains how to build a scheduled AI agent that automatically tracks competitor websites and social media accounts weekly, then emails a competitive intelligence report. The agent, desi…
Smart SDLC, an open-source, MIT-licensed framework from superMLdev, ships 30+ skills organized under six AI personas for GitHub Copilot, Claude, Cursor, and other file-reading assistants, with zero ex…
A developer running a fleet of twenty Claude agents on a launchd schedule over three months documented failure modes including launchd timing quirks causing overlapping executions and write-lock casca…