Plith

Plith provides infrastructure tooling for AI agent operations that you'd typically build yourself or ignore until things break in production. It handles request deduplication to avoid redundant LLM calls, predicts costs before you run queries, validates agent outputs against your rules, and tracks failure patterns so you can debug why your agents are hallucinating or hitting rate limits. The governance layer lets you set guardrails without hardcoding checks into every agent. Reach for this when you're moving beyond proof of concept and need operational visibility into what your agents are actually doing and spending.