GraphCanon updated 3w · GitHub synced 3w
Decision brief
Agent-opt is tailored for teams that require automated optimization of AI workflows and support for continuous integration/continuous delivery (CI/CD), relying on Python and specific library dependencies.
Good fit when
- - When your project needs seamless CI/CD integration alongside automated optimization
- - If you are working in a Python environment with the latest version requirements, including ai-evaluation ≥ 0.2.2, litellm ≥ 1.80, optuna ≥ 3.6, and gepa ≥ 0.0.17
Avoid when
- - If your project does not require Python or if it cannot meet the specific requirement of having Python ≥ 3.10
- - In scenarios where CI/CD integration is not a priority for your AI workflow optimization
Observed Jul 17, 2026 · Source: enrich:decision_facts
Verify the decision
Maintenance and security
Full trust report- Maintenance
- Steady (35d since push)
- As of 3w
- Provenance
- Not a fork · Organization account
- As of 3w
- Security (OSV)
- No lockfile
- As of 1mo
Public GitHub metadata and optional OSV scans. Signals, not a guarantee. Trust methodology.
Install
pip install agent-optSimilar tools
Same-category neighbours. No typed graph edges are catalogued for this tool yet.
Evidence and technical details
Sourced facts, taxonomy, compatibility claims, README excerpt, and machine-readable endpoints.
Overview
Future AGI provides an automated optimization library for AI agent workflows with support for cicd and various evaluation metrics. It relies on python libraries including ai-evaluation, litellm, optuna, and gePA.
Capability facts
- Languages
- python
Source: github.language · Aug 4, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Aug 4, 2026)
**Requirements:** Python ≥ 3.10 · `ai-evaluation` ≥ 0.2.2 · `litellm` ≥ 1.80 · `optuna` ≥ 3.6 · `gepa` ≥Source link
Tags
README
Install
pip install agent-opt
Requirements: Python ≥ 3.10 · ai-evaluation ≥ 0.2.2 · litellm ≥ 1.80 · optuna ≥ 3.6 · gepa ≥ 0.0.17.
License
Licensed under the Apache License 2.0. See LICENSE and NOTICE.
Part of the Future AGI open-source ecosystem.
Built by the Future AGI team and contributors.
If agent-opt helps you ship better agents, a ⭐ helps more teams find us.
🌐 futureagi.com · 📖 docs.futureagi.com · ☁️ app.futureagi.com
For agents
This page has a .md twin and JSON over the API.