A running feed of dev finds — tools, libraries, repos, articles, tweets, and more worth bookmarking. Search and filter to dig in.
127 results
MIT CSAIL post showing GPT-6 Astra reading, fixing and writing neural network weights directly, with no gradients or training. One edit to 0.016% of Qwen3.5-0.8B's weights took MATH-500 from 7.9% to 48.1%.
Small JavaScript and TypeScript engine in no_std Rust from Armin Ronacher, built mainly for wasm32 to replace QuickJS in Pi's code mode, where model-written scripts call tools and return data.
Two rule docs Dillon Mulroy carries from project to project in place of a pile of skills. One covers coding standards for Effect + Alchemy TypeScript on Cloudflare, the other covers how to design errors that humans and agents can act on.
Draft SEP that adds an Events extension to the Model Context Protocol. A client subscribes to upstream events like a Slack message, a repo push or a PagerDuty incident, and the agent reacts when one arrives instead of waiting for a cron job or a user message.
Open-source agentic IDE from JetBrains, built around the pi coding agent. Every chat gets its own git worktree, and the agent keeps project intent in a graph of living SPEC.md files.
Kitze's gallery of copy-pasteable design flavors, each a DESIGN.md you hand to your coding agent so the app it builds doesn't look like every other AI-generated landing page.
The official shadcn/ui agent skill. It gives coding agents project context, CLI and registry know-how and composition rules, and now has a DESIGN.md workflow that turns a preset plus a brand spec into a fully themed app with a design system page.
Emil Kowalski's agent skill that feeds your UI the worst realistic data (long names, unbreakable emails, one-letter names, missing fields, huge counts, empty lists, non-Latin text), puts it behind a "Demo data / Worst case" toggle, and reports what broke along with a fix for each.
CopilotKit's open-source, self-hostable template for always-on AI coworkers ("Dots"), each with its own computer, document Spaces, voice calls, and Slack access.
Guillermo Rauch's TypeScript take on Ghosts of Departed Proofs, made up of a library, lint presets and an agent skill. Sensitive functions require compile-time proofs that the caller actually ran the authorization or entitlement check.
Hayden Bleasel's unified storage SDK for TypeScript. One `Files` class for uploads, downloads, listing, signed URLs, and moving data across 48 storage backends, from S3 and R2 to GCS, Azure Blob, and the local filesystem.
Kit Langton's macOS menu-bar app for showing an agent a problem instead of describing it. Press a shortcut, talk, click and draw over the screen, and paste the result into your coding agent.
TypeScript frontend framework built on Effect that uses The Elm Architecture. One immutable Model, typed Messages, a single update function, and side effects returned as Commands.
Theo's open-source control plane for coding agents. Drive Claude Code, Codex, Cursor, OpenCode, Pi and ACP agents on your own machine with your existing subscriptions, from a desktop, web or mobile app.
Durable harness for long-running agents from the team behind the Pi coding agent. It checkpoints every step so a run survives crashes and evictions, and it now runs inside a Cloudflare Durable Object through the Agents SDK's PiHarness.
e2e's open-source TypeScript test runner for web and mobile apps, where each test can be fully deterministic, fully agent-driven from natural-language goals, or a mix of both.
Cloudflare's draft spec for publishing Agent Skills at a predictable URL — an index at /.well-known/agent-skills/ lists each skill as a single artifact with a type, a URL and a SHA-256 digest. Apache-2.0, v0.2.0, and a draft rather than a ratified IETF RFC.
Analytics for MCP servers — every tool call an agent makes lands as a normal PostHog event, so you get per-tool failure and latency, the agent's own account of what it was after, and the tools it went looking for and didn't find. Beta, behind a feature preview.
Claude Code / Codex skill that mines the last N days of Claude Code transcripts across every project on the machine into five fact tables — bash, errors, tokens, human corrections, fan-out — and returns a ranked list of fixes with the measured number behind each one.
Open-source terminal multiplexer built for coding agents — run Claude Code, Codex, OpenCode and more from one terminal on any box, with persistent PTY sessions you can detach and reattach from any device, even a phone over SSH.
Kit Langton's opinionated agent skill for building production TypeScript apps with Effect v4 — workflows, services, layers, schemas, config, schedules, caches, streams, HTTP clients, and tests, with current APIs and production defaults.
Claude Code / Codex skill that audits the fixed context a coding agent auto-loads every session — tool/MCP definitions, connectors, plugins, skills, subagents, memory/rules files — and proposes ranked cuts to prune, gate, or route what's loaded but unused.
A registry of 5,700+ integration specs from Rhys Sullivan — the same builder behind Executor. Every service normalized into MCP, OpenAPI, GraphQL, and CLI form, each surface leading with a grounded, cited credential guide agents can act on.
Boris Tane's argument that traditional logging is broken for distributed systems and that "wide events" — one comprehensive, high-cardinality structured event per request per service — are the fix. Log what happened to the request, not what your code is doing.
Claude Code / Codex skill that generates a self-contained HTML report debugging what is in a session's context window and how every token is spent — context budget, retained thinking, the dumb-zone cutoff, loaded CLAUDE.md and skills, and full history.
Theo Browne's CascadiaJS 2026 talk arguing that AI is a "new cloud moment" — just as the cloud removed the cost of provisioning servers, agents remove the cost of building, so the sacred rules of software (file systems, codebases, packages, git, deployment) are worth tearing down and rebuilding from first principles.
Matt Pocock's skill that turns a coding agent into a personal tutor — it builds a stateful learning workspace and designs lessons within your zone of proximal development to teach you any skill or concept over multiple sessions.
The fastest and most accurate file search toolkit for AI agents, Neovim, Rust, C, and Node. Keeps an in-memory index for sub-10ms queries instead of spawning ripgrep/fzf per search.
Open protocol for autonomous agents to self-register for services without human intervention — a standardized auth.md file + HTTP endpoints replace OAuth and sign-up forms.
TypeScript library for reading, writing, and converting media files directly in the browser — like FFmpeg, but for the web. Zero dependencies, tree-shakable, and hardware-accelerated via the WebCodecs API.
AI-powered vulnerability scanner that uses coding agents to perform deep security analysis of codebases — regex-based candidate matching followed by LLM-driven investigation, with support for distributed execution and PR diff review.
AI agent skill that audits and reduces JavaScript package dependency footprint — removes unused deps, deduplicates workspace versions, analyzes transitive closures, and applies e18e replacement recommendations. Works with npm, pnpm, Yarn, and Bun.
Thariq makes the case for HTML over Markdown as Claude Code's output format — richer visualizations, color, diagrams, and easier sharing once agents are the ones authoring and humans rarely hand-edit.
Rhys Sullivan's TypeScript coding skill — branded types, discriminated unions, end-to-end types, real tests over mocks, OpenTelemetry observability, and picking the right abstractions instead of premature ones.
Soren makes the case for `font-variant-numeric: tabular-nums` as the default for timers, counters, prices, percentages, scores, and any live data — equal-width digits stop the layout from twitching when numbers change.
Open-source, fully native macOS voice-to-text app using local Parakeet TDT v3 models with zero network calls. Press-and-hold a hotkey to record, release to paste the transcript anywhere.
Matt Pocock's skill for deepening modules — restructuring prototype code into something long-lived with cleaner layer dependencies and easier navigation.
Local Node.js loop that turns GitHub issues into pull requests — label an issue `auto-pr` and a multi-step Claude pipeline (research → plan → implement → review) spawns Claude Code and opens a PR.