agentopt-ai
agentopt-ai is an open-source Python package that iteratively improves existing AI agents against goals defined in GOALS.md. It evaluates gaps and optimizes prompts, parameters, tools, and workflows without model training.
Overview
7 featuresagentopt-ai sits in PulseGate's LLM eval & observability category. It focuses on improving an AI agent’s prompts, parameters, tools, and workflow without retraining its underlying model. It is built as an open-source project for AI developers building and evaluating agent systems. agentopt-ai is open source under the MIT license. It runs on the command line, and it can be self-hosted.
agentopt-ai first shipped in 2026. Among its 7 catalogued features are goal-based optimization, gap measurement, and prompt optimization.
Summary written by a language model from the project’s public pages.
- Goal-based optimization
- Gap measurement
- Prompt optimization
- Parameter tuning
- Tool optimization
- Workflow optimization
- Agent evaluation
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about agentopt-ai
- What does agentopt-ai do?
- Agentopt-ai focuses on improving an AI agent’s prompts, parameters, tools, and workflow without retraining its underlying model. It is catalogued under LLM eval & observability on PulseGate.
- Who is agentopt-ai for?
- agentopt-ai is an open-source project built for AI developers building and evaluating agent systems.
- Does agentopt-ai have a free plan?
- Yes — agentopt-ai is open source under the MIT license and free to use.
- What platforms does agentopt-ai run on?
- agentopt-ai runs on the command line. It can also be self-hosted.
- Is agentopt-ai still active?
- Unverified. agentopt-ai has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
- What projects are similar to agentopt-ai?
- Similar projects tracked by PulseGate include opik-optimizer, optio, and agent-os-opensource.opik-optimizeroptioagent-os-opensource
- How long has agentopt-ai been around?
- agentopt-ai first shipped in 2026.
- Is agentopt-ai open source?
- Yes — agentopt-ai is open source under the MIT license.
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