With AI, Everyone is a Dev
Checking profile…
Fresh AI dev tools
View all new tools →
Magmide
Formal Verification Proof Language
A dependently-typed proof language, currently dormant, aiming to make provably correct bare metal code practical for working software engineers.
Claude Code Hidden Problem Analysis
Claude Code Bug and Quota Research
A measured analysis of Claude Code cache, rate-limit and context bugs that inflate token usage on Max plans.
Awesome Conformal Prediction
Conformal Prediction Resource List
A curated GitHub list of conformal prediction tutorials, papers, books, talks, and Python, R and Julia libraries.
forensic-deepdive
Codebase Knowledge Graph for AI Agents
Persistent code knowledge graph and MCP server that gives AI coding agents forensic understanding of a codebase, with confidence-tagged edges and markdown artifacts.
This Week’s AI Dev Gems
Handpicked tools for the week of Oct 31–Nov 6
Claude Code and Codex plugin that draws an interactive plain-English map of your codebase - parts, files, web requests, and connections - and flags risks like leaked keys.
Why: Repo created Oct 27 and already ~3.1k stars; X posts this week cite +424 stars in a day and ~2.3k in a week, plus floorplan--v0.6.3 on Nov 2 - the vibe-coded-app map people keep asking for.
Local-first desktop app that runs a team of AI coding agents in chat channels on the Claude Code, Codex, OpenCode, or Pi you already have.
Why: Open-sourced Oct 28; ~250 stars with ~100 commits since Oct 30 and a 0.2.9 release adding a shared wiki - a shipping multi-agent desktop, not another research harness.
Lossless headless coding-agent harness as a single ~7 MB Go binary: four tools, stdin/stdout, and no silent context truncation - it errors if the model hits the limit.
Why: Created Nov 1 with v0.1.0/v0.1.1 the same day; ~610 stars and posts claiming +517 on day one, with builders highlighting the hard 'never silently cut context' rule.
Self-hosted MCP gateway that registers many MCP servers once and exposes them to Claude, Cursor, Codex, and custom agents through one endpoint.
Why: mcpjungle/MCPJungle (~1.6k stars) is solving MCP config sprawl; a Nov 1 builder thread hit ~9.8k impressions and 202 bookmarks on 'stop configuring every MCP server in every client.'
AI Dev News
89+ articles
Ideas from the community
Compare Tools
Ask for a solution, not another list.
“I need a self-hosted browser agent that can work with my existing stack. What should I look at?”
Two models search the catalog
Explore their recommendations and reasoning.
You choose the useful answer
Compare perspectives, then investigate the tools.
What would you let an agent do when a production alert fires?
Investigation, repair and deployment can have different approval rules. Choose the furthest step you would allow without human approval.
Keep learning while you build
Explore developer podcasts and the full AI stack guide between deep dives.