A solo developer of the network security tool RoamSwitch ran a fire drill using a local LLM to test incident response when network access is severed. The drill simulated a ransomware attack and the lo…
JdBasic, a modern BASIC interpreter built around a custom bytecode virtual machine, now runs as an MCP server, enabling AI pair coding with Claude to live-patch a running game without restarting. In a…
A developer seeking guidance on building an analytics platform for Model Context Protocol (MCP) servers asked the Hacker News community how teams measure usage of MCP servers in production, specifical…
A developer walkthrough explains how to connect AI applications to external tools using the Model Context Protocol (MCP), an open standard that reduces integration complexity from N×M to N+M. The prot…
Booley, an open-source IDE for agentic chip design, was released on GitHub by a digital design engineer who developed it to integrate LLM agents with EDA tools. The tool combines open-source chip-desi…
Inset Mirror, an open-source desktop app built on Electron and scrcpy, lets users graphically display and control Android devices, featuring multi-device control, wireless ADB with LAN auto-discovery,…
Soheil Saheb-Jamii (Anymfah) has built Stellary's MCP surface, enabling AI hosts to connect to the same NestJS backend as the app via hosted Streamable HTTP at https://api.stellary.co/mcp. The setup g…
A developer's review of the Model Context Protocol's identity roadmap finds that only one of four proposed specifications has shipped, and it authenticates human employees rather than autonomous agent…
A developer has built SecretLoop, a secret scanner now in Preview on Open VSX that goes beyond detection to verify whether exposed credentials are still live and guide remediation. The tool integrates…
A developer who deployed a customer-support agent that looped overnight and racked up a $4,200 OpenAI bill warns that most enterprise AI pilots fail due to missing operational controls, not model flaw…
A developer has released an open-source reference implementation for a serverless HTTP 402 payment gateway for FastAPI, using Solana and Redis. The project, x402-vercel-gateway, addresses the replay a…
Termal.in has introduced a setup that lets AI coding agents like Claude Code and Cursor safely query databases through a local MCP server, keeping credentials in the app's vault and enabling read-only…
A developer's comparison of GitHub Copilot and Cursor on a FastAPI project found Cursor's full local indexing and Composer feature more effective for multi-file refactors, reducing a five-file rename …
Amazon Web Services (AWS) published a guide on building a CI/CD quality gate for AI agents using Amazon Bedrock AgentCore and GitHub Actions, which deploys an agent with role-based MCP tools, evaluate…
Katto, an AI video clipper, fixed an intermittent OAuth failure in its hosted MCP server caused by Cloudflare KV's eventual consistency. The bug occurred when a deposit write and subsequent callback r…
Anthony Conti of Astra AI, LLC explains the four types of agent memory—working, long-term/semantic, episodic, and procedural—and how they differ from context windows and retrieval-augmented generation…
A new harness that actually starts and tests Model Context Protocol (MCP) servers found that only 65 of 182 servers (36%) connected and listed their tools, while 83 (46%) failed to start unattended an…
Ergo Framework 3.3.0, an Erlang/OTP-style distributed systems toolkit for Go, adds distributed tracing, a testing framework, and an Observer that serves as a full cluster inspector with an MCP endpoin…
A developer rebuilt a viral 'dog as a skateboard' AI video using an MCP agent, extracting the core visual rule and carrying it through a local production workflow. The project, built inside BeatDesign…
GitHub Copilot, Claude, LangChain, and Spring AI all support custom AI skills under different names—Extensions, Tools, MCP servers, and Functions—but share the same core architecture of schema, implem…