PyRank

Traceability Python Packages

Python packages with the GitHub topic traceability. Sorted by monthly downloads, with stars and forks.
laminlabs
lamindb

Open-source data management for multimodal AI. Query, trace, and govern with a lineage-native, format-agnostic lakehouse for agents and teams. Supports biological formats and registries - by the creators of Scanpy. 🍊YC S22

44K 416 143
laminlabs
lamindb-core

Open-source data management for multimodal AI. Query, trace, and govern with a lineage-native, format-agnostic lakehouse for agents and teams. Supports biological formats and registries - by the creators of Scanpy. 🍊YC S22

32K 416 143
itercharles
medharness

Design-control checks for software teams — traceability, verification, SOUP and releases, as CI gates.

31K 3 1
doorstop-dev
doorstop

Requirements management using version control.

17K 681 171
kgsaran
trackfw

Governance CLI for AI-native software delivery and AI coding agents. Enforces traceability: ADR → REQ → ROADMAP → kanban. Native support for Codex, Claude Code, Gemini CLI, Cursor, Copilot, Windsurf, and Amazon Q.

16K 6 1
rhodium-org
throughline

A Git-native requirements management tool with a scope-avalanche grounding layer: permanent UIDs, one file per item, typed links, suspect detection, and a CI-gating check.

12K 2 0
AgentX-ai
agentx-python

AgentX python SDK. Build multi-agent AI workforce. Run evaluation. Trace your agent. Full Observability.

9K 68 10
Guardantix
doc-lattice

A deterministic, offline traceability engine for design and production documentation. Tracks derives_from edges across markdown, flags drift when upstream content changes, and gates it in CI.

7K 0 0
ArduPilot
ardupilot-methodic-configurator

A clear ArduPilot configuration sequence

7K 166 73
core-aix
agitrack

Every agent turn becomes a traceable commit carrying the full interaction trace, model, and token cost, plus a live dashboard and a coach that teaches you, from your own sessions, to drive agents and your codebase better.

6K 17 1
bmw-software-engineering
bmw-lobster-core

Lightweight Open BMW Software Traceability Evidence Report

3K 59 24
bmw-software-engineering
bmw-lobster-tool-trlc

Lightweight Open BMW Software Traceability Evidence Report

3K 59 24
jlamweil
zft

ZFT (Zero-Friction Traceability) — contract-grounded verification and trace matrix gates for multi-agent work

3K 0 0
layer1labs
specsmith

Lean governance for AI-assisted development: requirements tracking, test enforcement, epistemic context compression, auditable evidence, Grace local REPL, and coding-agent integrations.

3K 8 1
bmw-software-engineering
bmw-lobster-tool-python

Lightweight Open BMW Software Traceability Evidence Report

2K 59 24
bmw-software-engineering
bmw-lobster-tool-cpp

Lightweight Open BMW Software Traceability Evidence Report

2K 59 24
bmw-software-engineering
bmw-lobster-tool-gtest

Lightweight Open BMW Software Traceability Evidence Report

2K 59 24
bmw-software-engineering
bmw-lobster-tool-json

Lightweight Open BMW Software Traceability Evidence Report

2K 59 24
bmw-software-engineering
bmw-lobster-tool-cpptest

Lightweight Open BMW Software Traceability Evidence Report

2K 59 24
bmw-software-engineering
bmw-lobster

Lightweight Open BMW Software Traceability Evidence Report

2K 59 24
bmw-software-engineering
bmw-lobster-tool-codebeamer

Lightweight Open BMW Software Traceability Evidence Report

2K 59 24
ArduPilot
methodicconfigurator

A clear ArduPilot configuration sequence

1K 166 73
groupsum
ssot-registry

Repository-agnostic Python CLI for single-source-of-truth traceability from features to evidence-backed releases.

1K 5 0
groupsum
ssot-contracts

Repository-agnostic Python CLI for single-source-of-truth traceability from features to evidence-backed releases.

1K 5 0