Vigil, an open-source security operations center project, merged 53 pull requests and closed 133 issues since July 1, with 114 PRs merged in the last 90 days, as part of a refactor to align with the M…
A developer reports that the AI harness Pi from pi.dev ignored MCP server instructions and deviated from project skills during a Clojure-to-Common-Lisp port, while the Goose harness from Goose-docs.ai…
A developer reverse-engineered the undocumented USB protocol of the OBSBOT Tiny 2 webcam to build an MCP server that lets AI models point the camera at objects. The developer used Ghidra to locate the…
Enterprises deploying AI agents face runaway costs and security risks without proper governance, warns a new technical guide from Kusum Singh. The article details how a single rogue agent can incur $5…
A developer has built TokenMizer, a graph-memory proxy that sits between applications and OpenAI-compatible APIs, giving LLMs persistent memory across sessions. Instead of storing flat chat logs, it e…
Andrii Tkachuk argues that AI agents should reason in terms of operations rather than commands, drawing a parallel to how engineering teams moved from raw SQL to higher-level abstractions. He contends…
The Model Context Protocol (MCP) is emerging as a standard communication layer that lets AI agents discover and use external tools, data sources, and services without custom integrations for each plat…
Crosswalk, a new tool announced on Hacker News, enables groups to share context between AI coding agents via the Model Context Protocol (MCP), working with clients like Claude Code, Codex, and Cursor.…
A developer's Zed editor crashed during a Rust microservice rewrite, causing GitHub Copilot's inline ghost text to stop rendering, and Zed's native AI assistant, which had been overlooked, worked imme…
Rubrik launched Agent Identity on August 4 at the Black Hat conference in Las Vegas, a service that governs AI agent access at the level of individual tool calls using scoped, short-lived credentials …
Paranoia, a new open-source tool from developer subvertnormality, provides adversarial code reviews by running one frontier coding agent against another: it integrates with Claude Code to have Codex r…
The MCP Python and TypeScript SDKs surpassed 97 million monthly downloads in March 2026, a 4,750% increase in 16 months, with over 9,400 public servers catalogued. The 2026-07-28 MCP specification rem…
AWS has become the dominant platform for agentic AI, with Bedrock Agents enabling autonomous planning, tool use, and multi-step execution. The stack spans from single-agent basics to multi-agent orche…
A developer has integrated the Agent2Agent (A2A) protocol into their llms.txt validator service, enabling other AI agents to discover and call it directly over HTTP without human intervention. The imp…
A developer building the Kireo memory MCP server outlines a framework for deciding whether project knowledge belongs in a CLAUDE.md file or a memory store. The post argues that CLAUDE.md is for stable…
Kireo built a low-latency semantic memory layer for coding agents using LanceDB and a CPU-hosted embedding model, enabling on-demand retrieval via MCP tools. The system combines vector and keyword sea…
Amazon OpenSearch Service now exposes a native Model Context Protocol (MCP) endpoint, allowing AI agents like Claude, Amazon Q, and Cursor to connect directly without custom connectors. The endpoint, …
Google AI engineer Tilde A. Thurium explains the evolution of AI tools, contrasting the 'cookbook' metaphor for MCP (Model Context Protocol) with the newer concept of 'skills' in AI agents. The post h…
A developer's comparison of Telegram MCP servers reveals two distinct setups with vastly different security implications: Bot API servers authenticate with a revocable bot token and only access chats …
A developer at an internal platform team built a daily reflection routine over chat history to identify over-explaining and track open threads, and applied the same pattern to collect support trends a…