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~/ai-agents

Building autonomous digital workers. We explore cognitive architectures, orchestration patterns, and the "Brain" of the operation.

Structured Outputs: From JSON Mode to B-Trees
Jan 20, 2026

Structured Outputs: From JSON Mode to B-Trees

JSON Mode is fragile. Learn how advanced techniques like constrained sampling and grammar-based decoding (GBNF) guarantee type safety at the token level.

Agentic Patterns: ReAct vs. Plan-and-Solve
Jan 18, 2026

Agentic Patterns: ReAct vs. Plan-and-Solve

A technical deep dive into the two dominant cognitive architectures for autonomous agents. When to use which?

Local RAG Stack: Running Llama-3 and Qdrant on a Budget
Jan 5, 2026

Local RAG Stack: Running Llama-3 and Qdrant on a Budget

Stop paying OpenAI. Build a fully local, private RAG stack using Ollama, Python, and Qdrant.