Tag
3 posts
3 posts
How does an assistant remember you across sessions? A speaker-attributed extraction pipeline with dedup and rate limits, three isolation scopes, and a retrieval hierarchy that ranks topics, decays by recency, and never truncates silently.
How to make a language model reliably drive a structured UI: force a tool call every turn, treat the final answer as a schema, feed validation errors back for self-correction, and bound the whole thing by construction.
What if a language model compiles a procedure once and never runs again? A skill compiler with hard structural gates, a zero-model interpreter that walks the graph in plain code, and a trust ladder that must be earned run by run.