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Tangled announces itself as the first truly federated code forge built on AT Protocol, allowing self-hosting of Git, CI, and UI components while collaborating across instances, alongside a major UI redesign and a rearchitected backend with a Rust-based in-memory indexer (bobbin).
A developer explains how npm's typosquatting protection rejected their package name "estee" for being too similar (Levenshtein distance 2) to "testem", arguing that a fixed edit-distance threshold unfairly blocks short names and doesn't scale down well to small string lengths.
Modal 宣布达成 10 亿美元年化营收并完成 D 轮融资，同时继续推广其面向 AI 工作负载的容器化云基础设施平台，涵盖推理、训练、沙盒与函数计算。
YC's Lightcone podcast interviews Supabase co-founder Paul Copplestone about the open source Postgres platform reaching 13 million users, with ~70% of new activity driven by AI agents, and how the product is being redesigned agent-first.
OpenAI 将整套 Codex Harness 开源，包括 Codex CLI、Skill 和运行环境，方便开发者学习和构建 Agent，支持 npm、Homebrew 及多平台安装，并可接入 ChatGPT 订阅计划。
有人开源了被称为"AI知识图谱版Terraform"的工具 Open Ontologies，可让AI推理变得可验证，支持增量修改预览、事实校验与RAG声明验证，并通过MCP集成Claude Code、Cursor、Windsurf等工具。
evals-skills enables coding agents to help developers build AI application evaluation workflows tailored to their products, identifying failure modes before designing scoring criteria. It has earned 1,500+ stars on GitHub. The approach draws on experience conducting evaluations for more than 50 companies and training thousands of learners, and includes skill modules such as error-discovery and validate-evaluator.
Termy is a new product that brings a coding agent into the macOS notch, launched on Product Hunt.
PokeBot introduces RoboAPI, powered by its Poke-Aurora world-action model, allowing owners of 5 supported robot arms to send natural-language commands via a simple API at 30Hz — no task-specific data collection or training required.
The open-source Skill "Motion Prompt" organizes a wide range of animations, camera moves, transitions, and UI effects into a named library with visual demos. Users can hand the prompts and reference implementations directly to Claude Code or Codex, eliminating the frustration of repeatedly describing "smooth animations" to AI and never getting the desired result.
Kent C. Dodds 正在为 Kody 开发名为 "profiles" 的新功能，允许用户或其 agent 创建仅具有账号部分权限的 token/MCP 连接，从而提升安全性与可审计性。
Herdr released its native desktop app for managing terminals and coding agents across spaces, tabs, and remote machines, with installers for Linux, macOS, and Windows.
Promoting browser-harness as an installable tool that makes AI agents' browser automation up to 2x faster, with endorsement of Browser Use CLI as the most efficient browser harness for agents.
A user praises Devin AI's SWE-2 model, which is free until December 1st, while noting heavy daily use of Opus and GPT Sol without much weekly quota consumption.
GBrain introduces a one-command CLI to launch a hosted, pgvector-backed workspace that connects notes and apps (Gmail, Stripe, GitHub) to AI agents like Claude Code and Codex via MCP, turning every connected app into a scriptable command.
Serro launched an "Agentic TPM" (Technical Program Manager) that keeps coding agents up to date when underlying project decisions change, connecting tools like Slack, Linear, GitHub, Jira and Zoom to maintain a versioned record of decisions, owners, and risks.
Backenly launches as an autonomous backend platform designed to support AI coding agents, handling backend infrastructure and orchestration automatically.
Jules（Google 的异步编码智能体）发布感言，提到早期实验帮助塑造了 Google 内部多个产品，并预告后续动向。
A developer with a free month asks for recommendations on the best AI coding tools, models, or combinations to spend $100 on for full-stack development with strong instruction following and low bug rates.
Ilse 是一款产品，可在你运行中的 React 应用上叠加工具栏，点击任意元素并描述修改需求，即可通过你已有的 AI 编码代理（Claude Code、Codex、Cursor、Gemini）直接定位并修改代码；Pro 版还支持自动走查真实用户流程并报告问题。