Notes
A living collection of ideas, engineering deep dives, patterns, and practical insights learned while building real-world systems.
Sprout
Early concepts & raw ideas
Budding
Work in progress & growing
Evergreen
Mature, deep dives & polished
Building Deterministic Tool Calling for Local LLMs
How to structure structured JSON output schemas and self-correcting prompt loops with Ollama and Qwen 2.5.