A developer explores multi-agent Retrieval-Augmented Generation (RAG) using LangGraph, a library for building intelligent agents. The approach combines LangGraph's agent framework with RAG to retrieve…
A developer built agents-concerto, a multi-agent orchestrator on top of Claude Code that enforces behavior-driven development (BDD) and Tidy First discipline. The system uses four agents—orchestrator,…
A developer rebuilding their portfolio discovered that AI systems evaluate websites based on structured meaning rather than visual design or search rankings. Technologies like Schema.org and entity-ba…
Francium Tech released CrispVoice, an open-source tool that enhances voice recordings to studio quality entirely on-device, never uploading audio to a server. The tool combines a generative model (Res…
Developer slvDev_ has run a 28.9-million-parameter TinyStories language model entirely on an Espressif ESP32-S3 microcontroller — an $8 chip with 512KB SRAM — generating text at 9.5 tokens per second …
A bug in the open-source Magic: The Gathering client Cockatrice causes deck files to be silently truncated to 0 bytes when saving to a full disk. The issue, filed as GitHub #6952, stems from three com…
Building a custom Model Context Protocol (MCP) server lets Claude execute real-world actions like querying databases or triggering GitHub Actions, moving beyond simple prompting. Anthropic's Claude De…
A developer built Missio, an evidence-bound remediation agent for the Agents of SigNoz hackathon. Missio starts with a real incident reported in Slack, reconstructs what happened from SigNoz, finds th…
A new open-source tool called llm-budget-cap uses Redis to enforce real-time API spend limits for large language model calls, blocking requests immediately when a budget cap is reached. The tool, avai…
A developer built mAPI-ng, an open-source Go API that diagnoses its own performance issues by correlating RED metrics with runtime signals and ranking likely causes. The tool aims to eliminate the 'Ob…
Wmux, a workspace multiplexer for AI agents that lets users run fleets of Claude Code, Codex, and Gemini in parallel across isolated git worktrees with approval gates and agent-to-agent channels, is n…
Codeberg e.V., a German nonprofit open-source hosting platform, voted to ban projects related to cryptocurrency and large language models (LLMs), including those created or maintained with heavy LLM u…
Termic, an open-source desktop app for running CLI coding agents such as Claude Code and Codex, has been launched on GitHub under AGPL. Developer Simion created Termic to bypass Anthropic's pricing ch…
A developer built a multi-agent AI system that autonomously fixes GitHub issues by splitting the workflow across four specialized agents: an Architect, a Coder, a Reviewer, and a PR Agent. The system …
Microsoft's stock has fallen more than 24% from 12 months ago as investors grow skeptical of the company's multibillion-dollar AI bet, with Copilot lagging behind rivals like ChatGPT and Claude and th…
A developer building a RAG pipeline reports that large language models (LLMs) are susceptible to prompt injection attacks where user input overrides system instructions, causing hallucinations and ign…
A developer created actlint, a tool that checks whether MCP servers' safety labels match their actual capabilities. Scanning 541 tools across 31 popular servers—including official ones from Stripe, Gi…
A developer built a fully autonomous AI system that reads a GitHub issue, understands a codebase, writes working code, runs tests, gets code reviewed by another AI, and opens a pull request—all withou…
Eve.dev launches a framework for building durable AI agents using a single instructions.md file, with optional modular components for skills, tools, channels, and subagents. The framework supports sel…
Systems engineer Farid Zakaria published a command-line client on July 9 that bypasses Xe Iaso's Anubis proof-of-work bot wall, demonstrating that the defense primarily stops low-effort scrapers unabl…