Who is conformance for?

conformance is an open-source project built for ai developers.

Does conformance have a free plan?

Yes — conformance is open source under the Apache-2.0 license and free to use.

What platforms does conformance run on?

conformance runs on the command line.

Is conformance still active?

Unverified. conformance 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 are alternatives to conformance?

Similar projects tracked by PulseGate include constraintloop, trajectory-judge, and DeFake.

Who develops conformance?

conformance is developed by Rohit Bind.

When did conformance launch?

conformance first shipped in 2026.

Back to the index

conformance

Name: conformance
Author: Rohit Bind

PyPIInfrastructure

The conformance package is a Python tool for verifying that AI agent runtimes uphold nine operational invariants when subjected to injected faults. It generates reproducible evidence for testing determinism and reliability. Designed for developers working with LLM-based agents, it is available on PyPI under an Apache-2.0 license.

Open SourceApache-2.0CLI

Visit PyPI

Overview

4 features

conformance is a LLM eval & observability project. It focuses on ensuring AI agent runtimes behave reliably by verifying operational invariants under fault conditions. conformance is an open-source project aimed at ai developers. conformance is open source under the Apache-2.0 license. It runs on the command line.

Behind conformance is Rohit Bind, and it first shipped in 2026. Key capabilities include Fault Injection, Invariant Testing, and Reproducible Evidence.

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

Fault Injection
Invariant Testing
Reproducible Evidence
Agent Runtime Verification

Built with & integrations

Runs on

CLI

Trust & compliance

License

Apache-2.0

Verified signals

HTTPSOpen Source GitHub

Indexing history

What PulseGate has recorded for this listing

Indexed29 Jul · 19:32 UTC
conformance verified against its public source
Source: PulseGate · Open

Frequently asked questions about conformance

What does conformance do?: Conformance focuses on ensuring AI agent runtimes behave reliably by verifying operational invariants under fault conditions. It is catalogued under LLM eval & observability on PulseGate.
Who is conformance for?: conformance is an open-source project built for ai developers.
Does conformance have a free plan?: Yes — conformance is open source under the Apache-2.0 license and free to use.
What platforms does conformance run on?: conformance runs on the command line.
Is conformance still active?: Unverified. conformance 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 are alternatives to conformance?: Similar projects tracked by PulseGate include constraintloop, trajectory-judge, and DeFake.constraintloop trajectory-judge DeFake
Who develops conformance?: conformance is developed by Rohit Bind.
When did conformance launch?: conformance first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: Apache-2.0
First seen: 29 Jul 2026
Built for: ai developers
Model: Open source
Solves: Ensuring AI agent runtimes behave reliably by verifying operational invariants under fault conditions.

Registered as

GitHub: RohitBind123/conformence_evaluation
PyPI: conformance

Developer

Rohit Bind

GitHub

Open source

View on GitHub

Live coverage

Identity confidence: Low · 64
Indexed: 29 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 29 Jul 2026

Identity audit (13)

Slug: conformance-pypi-org
Lifecycle state recorded: 29 Jul 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 29 Jul 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: 2 Aug 2026
Canonical URL: https://pypi.org/project/conformance

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