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offtrack

PyPI·Infrastructure

offtrack provides git diff-style comparison for AI agent executions. It records validated "golden" trajectories, identifies the exact first step where a new run diverges, and can gate CI pipelines on real behavioral regressions. Built for LLM agent developers who need reproducible evaluation and observability.

Open SourceMITCLI
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Overview

4 features

In the LLM eval & observability space, offtrack takes a focused approach. It focuses on detecting when AI agent behavior deviates from validated golden trajectories during development and CI. It is built as an open-source project for developers. offtrack is open source under the MIT license. offtrack is available on the command line.

offtrack first shipped in 2026. Among its 4 catalogued features are Golden Trajectories, Divergence Detection, and CI Gating.

Summary written by a language model from the project’s public pages.

  • ✓Golden Trajectories
  • ✓Divergence Detection
  • ✓CI Gating
  • ✓Regression Testing
Tags
agent-trajectoryregression-testinggolden-pathllm-observabilityci-gate
AI capabilities
Text
Inference: Local

Built with & integrations

Runs on
CLI

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Open Source

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed4 Aug · 17:15 UTC
    offtrack verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about offtrack

What does offtrack do?
Offtrack focuses on detecting when AI agent behavior deviates from validated golden trajectories during development and CI. It is catalogued under LLM eval & observability on PulseGate.
Who should use offtrack?
offtrack is an open-source project built for developers.
Does offtrack have a free plan?
Yes — offtrack is open source under the MIT license and free to use.
What platforms does offtrack run on?
offtrack runs on the command line.
Is offtrack still active?
Unverified. offtrack 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 offtrack?
Similar projects tracked by PulseGate include ase-python, constraintloop, and OpenCode Data.ase-pythonconstraintloopOpenCode Data
When did offtrack launch?
offtrack first shipped in 2026.
Is offtrack open source?
Yes — offtrack is open source under the MIT license.

At a glance

Platforms
Cli
Languages
English
License
MIT
First seen
4 Aug 2026
Built for
developers
Model
Open source
Solves
Detecting when AI agent behavior deviates from validated golden trajectories during development and CI.

Registered as

PyPI
offtrack

Developer

Pypi

Live coverage

Identity confidence
Low · 64
Indexed
4 Aug 2026
Lifecycle
Alive
First seen
Aug 2026
Last seen
4 Aug 2026
Identity audit (13)
Slug
offtrack-pypi-org
Lifecycle state recorded
4 Aug 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
4 Aug 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Name from
Written by a language model from the project's public pages.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
4 Aug 2026
Canonical URL
https://pypi.org/project/offtrack

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Also in LLM eval & observability

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