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119 posts

The Self-Hosted Developer Stack: Cancel Everything, Own Everything
Self-hosted developer tools in 2026 replace $200+/month in SaaS with a single $20/month VPS. After migrating 8 services off managed platforms, here is every tool, the migration difficulty, and what to skip.

TypeScript Types Have Gone Too Far (And What to Do About It)
TypeScript type complexity has become a status symbol. When the type definition is longer than the function it describes, something went wrong. Here is what actually works.

AI Agents in Production: What Actually Works After 6 Months
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.

Building an MCP Server From Scratch (The Parts Nobody Explains)
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.

Every Claude Code Environment Variable That Actually Matters
All 40+ Claude Code environment variables grouped by what they do. API keys, Bedrock, Vertex, Foundry, CI/CD, and the billing gotcha nobody warns about.

Gemma 4 Is Google's Best Open Model Yet (Here's How to Use It)
Gemma 4 ships Apache 2.0, 256K context, and four model sizes. Benchmarks beat Llama 4 across the board. Quick use cases with Ollama and Transformers code.

Self-Hosting AI for Code: The $0/Month Developer Stack
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.

Vibe Coding Is Breaking Production (Here's How to Do It Right)
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.

The Best Windows Development Tools in 2026
The best windows development tools in 2026 are WSL2, Windows Terminal, VS Code, and WinGet. They close the gap with macOS for most developer stacks.