A rundown of Gemini 3's new capabilities: Function Calling strict validation, Structured Outputs, Code Execution with images, Multimodal function responses, and the OpenAI-compatible API.
An architectural deep-dive into an LLM-based stock trading agent built on Korea Investment & Securities API and MCP. Covers the FastMCP server, React frontend, and Claude integration.
Why Webview UI Toolkit was archived and what to use instead, the best VS Code extensions for 2026, and Claude Code's IDE integration — a look at a turning point in the VS Code extension ecosystem.
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.
