ciagent
PulseGate's liveness check found it on 14 Sep 2026; it is registered on GitHub and PyPI and has been in the index since 23 Jul 2026. How this is checked
ciagent is an open-source Python library that analyzes the reliability of AI agent evaluations. It generates stability reports with flip attribution, performs LLM judge audits, and runs deterministic checks derived from a knowledge base to identify when evals may be misleading. Primarily used by AI developers and researchers building autonomous agents.
Inferred · not functionally tested
Overview
5 featuresPurpose: Detecting when AI agent evaluation metrics are unreliable or misleading due to instability or judge errors.
Inferred · not functionally tested
Audience: developers
Inferred · not functionally tested
Functions: analytics, monitoring
Inferred · not functionally tested
Interfaces: API: indicated (inferred, not tested) · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)
Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: CLI · deployment: cli, api_only, self_hosted
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: pypi.org · github.com. These links do not verify the individual claims.
ciagent is an Agent evaluation & testing project. Inferred · not functionally tested: It focuses on detecting when AI agent evaluation metrics are unreliable or misleading due to instability or judge errors. Inferred · not functionally tested: ciagent is an open-source project aimed at developers. Basis unknown · not verified: The project is open source (Apache-2.0). Basis unknown · not verified: It runs on the command line and API, and it can be self-hosted.
Behind ciagent is Suniel, and it first shipped in 2026. Development happens publicly on GitHub with 98 commits in the last 90 days. Inferred · not functionally tested: Among its 5 catalogued features are Stability Reports, Flip Attribution, and LLM Judge Audits. Inferred · not functionally tested: Catalogued interfaces include a public API.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- Stability Reports
- Flip Attribution
- LLM Judge Audits
- Deterministic Checks
- Knowledge Base Mining
Topics: Inferred · not functionally tested
Built with & integrations
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about ciagent
- What is ciagent?
- Inferred · not functionally tested: Ciagent focuses on detecting when AI agent evaluation metrics are unreliable or misleading due to instability or judge errors. It is catalogued under Agent evaluation & testing on PulseGate.
- Who should use ciagent?
- Inferred · not functionally tested: ciagent is an open-source project built for developers.
- Does ciagent have a free plan?
- Basis unknown · not verified: Yes — ciagent is open source under the Apache-2.0 license and free to use.
- What platforms does ciagent run on?
- Basis unknown · not verified: ciagent runs on the command line and API. It can also be self-hosted.
- Is ciagent still maintained?
- PulseGate's liveness check found it on 14 Sep 2026. Its GitHub repository shows 98 commits in the last 90 days.
- What projects are similar to ciagent?
- Similar projects tracked by PulseGate include agentguardCI, agentcikit, and agentlint.agentguardCIagentcikitagentlint
- Who makes ciagent?
- ciagent is developed by Suniel.
- How long has ciagent been around?
- ciagent first shipped in 2026.
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