Too many agents, one Mac
A developer built Turnstile, a machine-wide, memory-aware gate for macOS that coordinates builds and tests across parallel coding agents by placing lightweight shims for tools including swift, npm, vitest, and playwright…
Developer tools news — AI coding assistants, IDEs, CLI tools, APIs, and productivity tools for software engineers. GitHub Copilot, Cursor, and more.
A developer built Turnstile, a machine-wide, memory-aware gate for macOS that coordinates builds and tests across parallel coding agents by placing lightweight shims for tools including swift, npm, vitest, and playwright…
A step-by-step guide published on building Codex skills details how to write skill.md files — markdown documents with YAML front matter that define when an AI agent should trigger a repeatable process. The guide recommen…
System One models like Jev, fast general classifiers that can be prompted for a wide variety of tasks, can be used to generate training data that distills them into cheaper, faster hand-built classifiers, according to so…
A developer's experiment running 800 Claude coding sessions across 20 programming languages found that terse array languages like K, Uiua, APL and BQN did not dominate token efficiency, with Ruby, Python and Perl ranking…
Coding agents fail more often at the file-system boundary than at reasoning, according to an analysis of how Aider, Claude Code, Cursor, OMP, DeepSeek Harness, OpenCode, and Morph write code to disk. Aider benchmarks cit…
Developer zdenham released jev-lint, an open-source semantic linter that checks JavaScript and TypeScript code against project conventions written in plain English, using Jev models through Vercel AI Gateway. The tool re…
A developer released Flywheel 1.0.1, a self-hostable AI workstation and coding harness that runs locally via a pip-installed Python package and connects to hosted or local models without requiring a model download. The t…
DH Tools launched a suite of 46+ client-side developer and productivity utilities that run entirely in the browser, including PDF compression, image format conversion, JSON formatting, and AI OCR that extracts tabular im…
A developer has published a free 2,800-page Go programming book, "The World," that walks readers through building a deterministic simulated world from an empty directory, drafted over 18 working days with AI assistance. …
Compendio-mcp version 1.7.1, a server that indexes a project's markdown docs and serves them to any agent via local hybrid search, was published to the official MCP registry on 2026-09-19 and distributed as compendio-mcp…
A developer launched claudecookie.com, a browser-based toolset that converts Claude session cookies between formats such as cookies.txt, Cookie-Editor JSON, Puppeteer, and the ~/.claude/.credentials.json file Claude Code…
BigCactusLabs published dead-letter v0.4.0 to the official MCP registry on 2026-09-19, distributing the .eml-to-Markdown conversion tool for RAG and LLM pipelines as dead-letter on PyPI and as the Docker image ghcr.io/bi…
Software development has split between developers who restructure their workflow around autonomous AI coding agents and those who merely adopt AI coding assistants, according to a practitioner guide on frontier engineeri…
Sutro released jev-align, an experimental open-source CLI that calibrates TypeSafe's Jev AI Functions by having users label uncertain examples and then applying GEPA to improve the function. The tool requires Python 3.11…
An architect has released Axio Coder, an open-source (AGPL-3.0) desktop agent that controls native Windows applications through the UI Automation tree rather than pixel-guessing, allowing it to operate programs like MS P…
A developer building the CourierIQ project used AI as a mentoring copilot rather than a code generator, prompting a tool called Antigravity to act as a senior developer that supplied steps and explanations while the deve…
A developer argues that MCP servers are typically thin adapter layers over existing APIs, so teams should version and gate the underlying API contract before regenerating or updating the MCP wrapper. The recommended work…
Philipp Dubach released pi-jev-router, an open-source extension for the pi coding agent that uses TypeSafe's Jev System One model to classify each task and route it to a model on the Pareto frontier based on quality, cos…
A developer released two open-source Python tools aimed at simplifying local LLM inference on AMD GPUs. ROCmFix automatically resolves HSA_OVERRIDE_GFX_VERSION issues by querying PCI IDs via the Windows Registry or Linux…
A developer built an open-source, Rust-based GLSL language server that provides zero-setup shader development in both Zed and VS Code, using AI assistance during development. The tool validates shaders against the glslan…