← back to ideas

LLM Request Forensics

6.5
devtools profitable added: Friday July 2026 06:38

A lightweight tool for recording and reproducing LLM request failures, capturing all relevant parameters (model, prompts, roles) and context. Offers a collaborative troubleshooting interface, enabling developers to quickly identify and address the root causes of inconsistencies and errors. Integrates as an API.

80h
mvp estimate
6.5
viability grade
29
views

technology stack

Python Easy SQLite

inspired by

A Tiny LLM Request Recorder I Use to Reproduce Production Failures