Expectllm – "expect"-style pattern matching for LLM conversations
Expect scripts for LLMs: regex patterns instead of schemas, 365 lines instead of chains.
A UNIX-inspired, biomimetic, flat-file AI harness and knowledge engine.
Biomimetic naming masks another agent framework in a crowded space.
Developers building AI agent systems and personal knowledge management workflows
LangChain · LlamaIndex · AutoGen
Expect scripts for LLMs: regex patterns instead of schemas, 365 lines instead of chains.
Durable state persistence for coding agents tackling goal drift and partial completion.
LangGraph patterns in Rust with type safety, 300 stars and real production examples.
Memory-address reading and headless PyBoy execution at 100x real-time speed.
Fascinating engineering story, but it's a blog post not a tool you can use.
Named pipes beat HTTP latency for local agentic tools while keeping in-memory state between calls.