poolprobe

A doctor for OpenAI-compatible model pools: probes every model,…

• llm-pool
• diagnostics
• stdlib
• health-check
• llm
• monitoring
• openai-compatible
• python
• stdlib-only

What it is

A doctor for OpenAI-compatible model pools: probes every model, classifies each failure (ALIVE, TRANSIENT, CREDENTIAL, PERMANENT) and refuses to prune anything alive — five independent guards must agree before a death verdict. Stdlib only.

Доктор для OpenAI-совместимых пулов моделей: прогоняет каждую модель, классифицирует отказ (ALIVE, TRANSIENT, CREDENTIAL, PERMANENT) и не даёт снести живое — смерть подтверждают пять независимых проверок. Только stdlib.

Install

pip install poolprobe                 # stdlib engine, generic gateway lane

Python. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Repository

https://gitlab.com/ameobius-ai/poolprobe — source, issue tracker and documentation.

More projects: ameobius-ai.gitlab.io/tools.