An analysis of vscode-mcp-server: architecture, tool catalog, and how it differs from Claude Code. A VS Code extension that exposes native editor features through the MCP protocol.
A 3-5% rate infinite reasoning loop bug in Gemini 3 Flash Preview under concurrent load, the internal logic leak that accompanies it, and the client-side defensive code you should add now.
Comparing Honeycomb and Grafana to illuminate the difference between the monitoring and observability paradigms — data models, query approaches, SLO design, and pricing.
How to manage a Python FastAPI backend and Node.js Vite frontend with a single ecosystem.config.js file in PM2, including dotenv conflict resolution.
How to implement OAuth in a VS Code extension using registerUriHandler and AuthenticationProvider, including protocol limitations in code-server and Remote Tunnels' OAuth mechanism.
A practical guide to Alembic for version-controlled database schema migrations with SQLAlchemy — covering setup, the basic workflow, rollbacks, and useful features like post-write hooks and pyproject.toml support.
A clear-eyed comparison of monolithic and microservices architectures — their tradeoffs, decision criteria, and when each approach actually makes sense.
A deep dive into VS Code extension development: the UI vs Workspace extension split for remote environments, core API namespaces, secret storage security risks, and Azure authentication patterns.
Deep dive into the Gemini 3 Pro Image API — resolution pricing, Thought Signatures, new parameters — and a comprehensive Mermaid.js syntax reference for Flowchart, Sequence, Class, and ER diagrams.
Archon is an open-source MCP server that brings structured knowledge management and task tracking to AI coding tools like Claude Code, Cursor, and Windsurf.
