I help teams move faster with resilient cloud infrastructure, elegant full-stack systems, and tooling that developers genuinely enjoy using.
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Five recent posts on AI workflows, modern tooling, and practical engineering moves that ship faster.
Next.js 16 cache components replace unstable_cache with the use cache directive, cacheLife, and cacheTag. A clear walkthrough of what changed, why it matters, and how to migrate.
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Vibe coding shipped 1.5 million leaked API keys and got apps banned from the App Store. The problem is not AI-generated code. It is skipping the review. A practical checklist for doing it right.
Build a complete self-hosted AI coding stack with Ollama, Continue.dev, and Open WebUI for $0/month. Includes hardware requirements, cost math, and the setup commands.
Build an MCP server in TypeScript from zero. Covers the handshake, Streamable HTTP transport, OAuth 2.1 auth, error codes the SDK swallows, and production deployment patterns.
Most AI agent projects die between demo and production. After 6 months running agents at scale, these are the patterns that survived: model routing, trace-based debugging, loop detection, and hard cost ceilings.