AI Orchestration and MLOps

Agenta

Agenta is an open-source platform for building robust LLM Application. It provides tools for prompt engineering, evaluation, debugging, and monitoring of complex LLM Apps.

Cost

Free Tier

Rating

★ People love it

Time to value

Quick Setup (< 1 hour)

You can use Agenta to manage prompts, evaluate LLM applications, and monitor AI systems in production. It provides a playground to test prompts side-by-side, create systematic evaluations to validate changes, and trace every request to debug failures. Teams can collaborate on prompt engineering, run experiments with different models, and get feedback from domain experts through the interface. The tool helps move from scattered workflows to structured development processes.

What Agenta does

Create and version prompts in centralized playgroundRun systematic evaluations on LLM outputsTrace production requests to identify failuresConvert production errors into test casesCompare different models and prompt variationsCollect human feedback on AI responsesMonitor live LLM application performanceCollaborate on prompt engineering across teamsCompare prompts and models side-by-side in playgroundVersion control for prompts with complete historyTrace every request to find exact failure pointsTurn any production trace into test caseEvaluate intermediate steps in agent reasoningHuman annotation and feedback collectionLive monitoring with online evaluationsModel-agnostic support for any provider