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Agenta

Agenta

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Open-source LLMOps platform for prompt management, evaluation, and observability

Updated Jun 2026 · Added Jun 2026
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Agenta

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What is Agenta?

Agenta is an open-source LLMOps platform that provides infrastructure for building reliable LLM applications. It centralizes prompt management, evaluation, and observability in one unified platform, helping teams move from scattered workflows to structured processes. The platform enables teams to collaborate on prompt experimentation, run systematic evaluations with LLM-as-a-judge or custom evaluators, and gain full visibility into production systems through comprehensive tracing and monitoring.

Key Features of Agenta

  • Unified playground for comparing prompts and models side-by-side
  • Complete version history for prompt tracking and changes
  • Model agnostic support for any provider without vendor lock-in
  • Automated evaluation with LLM-as-a-judge and custom evaluators
  • Full trace analysis to test intermediate steps in agent reasoning
  • Human evaluation integration for domain expert feedback
  • Request tracing to identify exact failure points
  • Live online evaluations for performance monitoring and regression detection
  • UI for domain experts to safely edit and experiment with prompts
  • Full API and UI parity for programmatic and UI workflows
  • Seamless integration with LangChain, LlamaIndex, OpenAI, and other frameworks

Who Should Use Agenta?

Centralize scattered prompts, evaluations, and traces across teams

Compare and iterate prompts with whole team collaboration

Run systematic experiments and validate changes before production

Debug production errors by saving them to test sets

Monitor LLM application performance and detect regressions

Enable product managers and domain experts to run evaluations without code

Trace agent reasoning and identify failures at intermediate steps

Integrate user feedback into the evaluation workflow

Agenta: Pros & Cons

Pros

  • Centralized platform eliminates scattered workflows across Slack, Google Sheets, and emails
  • Model agnostic approach avoids vendor lock-in
  • Transparent roadmap shows community-driven development
  • Active open-source community on GitHub and Slack
  • Full API and UI parity enables flexible integration
  • Enables non-technical stakeholders to run evaluations and experiments
  • Comprehensive tracing helps pinpoint exact source of errors

Tags

Chain LlamaIndex Open

Tool Details

Company
Agentatech UG
Pricing
Free
Category
Ai Agents
Added
Jun 2026
Last Updated
Jun 2026

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