Qwen Meetup Presentation, Function Calling Harness, 6.75% to 100%
Compiler-driven feedback loops force LLMs into 100% schema compliance on complex types.
Roll your own claude code with 100 lines
Self-bootstrapping agent writes its own improvements in 100 lines of TypeScript.
Developers learning agent architecture, hobbyists interested in self-improving code
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Compiler-driven feedback loops force LLMs into 100% schema compliance on complex types.
TypeScript only alternative to Instructor: compiler validation forces 100% function calling success.
LiteLLM team solving agent SDK fragmentation with one query() function.
Math puzzle meets rolling-ball navigation with adaptive performance for older phones.
TypeScript compiler for LLM validation beats Instructor and Guidance on nested schemas.
Parsing JSON and managing agent state in pure awk is absolute terminal wizardry.