Local-first prompt engineering and LLM evaluation workbench
A browser workbench that runs one prompt across multiple models, compares outputs, versions prompts, and evaluates datasets without a hosted database.
From ManuAGI - AutoGPT Tutorials — Top AI Agent Projects : Olostep, Superagent, oMLX, Almanac & screenpipe at 20:30
Problem: Chat playgrounds are fast but leave no record, while hosted evaluation platforms are rigorous but slower and server-side.
For: Developers shipping LLM features.
Products from this video
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Examples
- Exact-match checks, JSON-schema checks, PII-pattern checks, model-based judges, and similarity scorers are named evaluation types.