GraphCanon updated Oct 3, 2026 · GitHub synced Oct 3, 2026
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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
- Archived (95d since push)
- As of Oct 3, 2026
- Provenance
- Not a fork · Organization account
- As of Oct 3, 2026
- Security (OSV)
- No lockfile
- As of Jul 11, 2026
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 · Oct 3, 2026
Categories
Compatibility
Sourced claims from the README excerpt - not unsourced marketing copy.
Source: README excerpt (regex_v1, Oct 3, 2026)
**Requirements:** Python ≥ 3.10 · `ai-evaluation` ≥ 0.2.2 · `litellm` ≥ 1.80 · `optuna` ≥ 3.6 · `gepa` ≥Source link
Tags
README
Install Requirements: Python ≥ 3.10 · ≥ 0.2.2 · ≥ 1.80 · ≥ 3.6 · ≥ 0.0.17. License Licensed under the Apache License 2.0 . See LICENSE and NOTICE. Part of the Future AGI open source ecosystem. <div align="center" Built by the Future AGI team and contributors. If helps you ship be...
For agents
This page has a .md twin and JSON over the API.