A developer released Earshot, an open-source Slack bot that uses Anthropic's Claude to autonomously scope, delegate, and track tasks from Slack threads, with state-machine durability and safety guards…
A developer retiring from a project built a complete skill library under `.claude/skills/` to enable junior and mid-level engineers, as well as smaller AI models, to debug, extend, validate, and advan…
Gavio, an open-source interceptor pipeline for production LLM applications, has been released. The tool sits between applications and LLM providers, offering PII protection, audit trails, reliability,…
Papa, an open-source alpha CLI and Python library for Hemingway-style readability linting of Markdown, was released on Show HN. It flags hard sentences, passive voice, adverbs, and complex phrasing, a…
Billy, a self-hosted AI assistant that lives in Telegram, has been released. It runs locally via Ollama or in the cloud, uses Anthropic Claude as its brain, and can manage email, CRM, documents, and r…
Brick, a Mixture-of-Models routing gateway, reads each prompt's capability and complexity to route queries to the best backend LLM, matching top model quality at lower cost. It offers a drop-in OpenAI…
Fable has implemented a model routing system in its CLAUDE.md file that prioritizes intelligence and taste over cost. The system delegates bulk mechanical work to gpt-5.5 via Codex CLI, while user-fac…
A developer distinguishes three layers of the AI agent stack through open-source projects: Pi as an agent kernel and toolkit, Goose as a local agent workbench, and OpenCode as a coding-first software-…
Dropway launches a platform that lets users share HTML and Markdown files generated by LLMs via drag-and-drop, CLI, or MCP integration, with per-site access controls and automatic versioning. The tool…
A developer has implemented an automated loop that runs every two hours to improve code quality across backend applications. The system resets to the dev branch, pulls latest changes, builds, and then…
A developer ran an agentic method-search loop across 6 production repositories, spending under $22 on 36 cycles to inventory missing architectural extension points for recent AI methods. The tool, pac…
Developer Kerlenton released mcpsnoop, an open-source transparent proxy and terminal UI that captures live MCP (Model Context Protocol) traffic between AI clients and servers, enabling debugging of re…
A new open-source proxy tool called pxpipe reduces Claude Code input token costs by up to 60% by converting dense text content such as system prompts, tool documentation, and history into compact PNG …
Jamesob published a guide on building a local system to run state-of-the-art large language models, detailing hardware configurations ranging from $2k to $40k. The setup uses multiple RTX GPUs and PCI…
A developer created a middle manager agent for an autonomous software factory that orchestrates Devin coding sessions, manages an issue tracker, and communicates via Slack. The agent operates continuo…
Hermes Desktop for Windows now offers a zero-knowledge onboarding tool that lets users manage cloud servers without Linux expertise. The tool generates a CMD file that, when double-clicked, collects s…
A developer built an adversarial multi-agent code review pipeline that uses a squad of AI agents with independent lenses, a disprove-first verification step, and a second hostile pass over fixed code …
Fable, a senior decision-making AI agent, is designed to preserve premium reasoning for high-value tasks such as intent understanding, architecture, decomposition, tradeoffs, final review, and synthes…
An engineer published a set of testing rules for AI agents, emphasizing behavior-driven testing, clear separation of happy path, edge, error, and non-goal scenarios, and strict guidelines for mocking …
FastContext, a local 4B-RL explorer running via Ollama, was tested as an MCP tool for Claude Code on four hard git queries against the git codebase. The tool returned thin or drifting results on a rec…