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AI-Assisted Coding
How developers actually use Cursor, Copilot, Claude Code, and Aider in real projects. What speeds you up, what breaks flow, and practical workflows that work.
Building AI Products
Integrating OpenAI, Anthropic, Gemini APIs into production. Costs, latency, retries, evals, deployment, and scaling AI systems that serve real users.
AI Agents & Tool Use
Function calling, MCP, agent frameworks like LangGraph and CrewAI. Real implementations, not hype. What actually works when you give LLMs tools.
Local & Edge AI
Running models on-device with Ollama, llama.cpp, MLX. Quantization, GGUF/ONNX formats, and building AI features that work offline.
Prompt Engineering & Evals
Measuring if your AI features actually work. Prompt testing, eval frameworks, regression detection, and systematic prompt improvement.
Dev Tooling & DX
CLIs, editor plugins, build tools, and terminal workflows that make developers faster. Not always AI, but always practical.
Open Source Drops
Notable new repos, major releases, and interesting forks worth knowing about. Curated weekly with context on why they matter.