Skip to main content

flowproof

Run your AI agent once, keep the recording, and assert against it from then on. flowproof captures the run at the model boundary - every request and every tool-call decision - and serves it back on later runs, so replay makes zero LLM calls. You assert which tools were called, with which arguments, in which order, and which were not. The same engine drives web, desktop and Citrix.

Agents author, a deterministic engine executes. A flow is described in YAML with natural-language steps, recorded once against the live app, and replayed deterministically in CI with zero LLM calls. Built agent-native: every operation returns structured results a program can reason over, and agents can drive record/run/get_trace/heal over MCP (pip install flowproof[mcp], run flowproof-mcp).

# calc.flow.yaml
name: Add two numbers
app: calc
steps:
  - Type 5
  - Press plus
  - Type 3
  - Press equals
  - assert: display shows 8
from flowproof import Flow

flow = Flow("calc.flow.yaml")
flow.record()            # performs the flow live, writes the trace
result = flow.run()      # deterministic replay -> RunResult
assert result.passed

Or from the shell: flowproof record calc.flow.yaml, then flowproof run calc.flow.yaml (add --json for the structured report).

The wheel bundles the Rust engine; no separate install. Targets: web (headless Chromium, any OS), Windows desktop via UI Automation, sap (SAP GUI Scripting), vision (pixels-only for Citrix/RDP), and api (no UI — HTTP/SQL assertion flows, any OS).

Status: beta, in active development. Record→replay, model-grounded authoring, healing with reviewable diffs, suites, run recordings, and the MCP server all work and are tested in CI.

Docs and source: github.com/automators-com/flowproof

Metadata

Release files for flowproof 0.23.25

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for flowproof 0.23.25
File Size Uploaded Provenance
flowproof-0.23.25.tar.gz 1.2 MB With provenance Details

Built distributions (wheels)

Table of built distributions (wheels) for flowproof 0.23.25
File Interpreter ABI Platform
flowproof-0.23.25-cp39-abi3-win_amd64.whl CPython 3.9 abi3 Windows x86-64 Details
flowproof-0.23.25-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 abi3 Linux glibc 2.17+ x86-64 Details
flowproof-0.23.25-cp39-abi3-macosx_11_0_arm64.whl CPython 3.9 abi3 macOS 11.0+ ARM64 Details

Total release size: 32.7 MB

Release files / flowproof-0.23.25.tar.gz

Download URL flowproof-0.23.25.tar.gz
Size 1.2 MB
Tags Source
SHA-256 checksum
How to use checksums
c92e06eb352d55e10fd4f20a13ae5d6e8f8927075017af061280a8987f0fbd2f
BLAKE2b-256 checksum
How to use checksums
4693bb4979753d999a433f09b3fd913952dae4702384a167169c2931449c9829
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 20, 2026.

Transparency log

Release files / flowproof-0.23.25-cp39-abi3-win_amd64.whl

Download URL flowproof-0.23.25-cp39-abi3-win_amd64.whl
Size 11.6 MB
Tags CPython 3.9 Windows x86-64 abi3
SHA-256 checksum
How to use checksums
e9b5abef7a70a8e8b25e145a9bbd541b426c166942e2192cb6abae16aadd1f06
BLAKE2b-256 checksum
How to use checksums
9c865541e875cf3b8e7efdb1316b6e4b71d5da2bf39e81ed22102733ec7fff8a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 20, 2026.

Transparency log

Release files / flowproof-0.23.25-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL flowproof-0.23.25-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 10.4 MB
Tags CPython 3.9 Linux glibc 2.17+ x86-64 abi3
SHA-256 checksum
How to use checksums
4cc1dcf087f3cf31701d7a5749fbed37275a1237e711738ff5a6ab10a4f72777
BLAKE2b-256 checksum
How to use checksums
210f53ddd1ae2a0b70e257156e730a795c4ce202158af4a3661bcb0b2acdd1e0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 20, 2026.

Transparency log

Release files / flowproof-0.23.25-cp39-abi3-macosx_11_0_arm64.whl

Download URL flowproof-0.23.25-cp39-abi3-macosx_11_0_arm64.whl
Size 9.5 MB
Tags CPython 3.9 abi3 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
5905bc1936ac7032688673a884fd382cbbedd8244a082c1946a17ec66bc82d06
BLAKE2b-256 checksum
How to use checksums
47b0d221c0dd43e0d9d6779fa43d977918cc48196c713403466f577b1d065b15
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 20, 2026.

Transparency log

Security for flowproof 0.23.25

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Full provenance

All 4 files in this release have been uploaded with provenance metadata.

Select from 4 files

Attestation for flowproof-0.23.25.tar.gz

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 20, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

Release history Release notifications | RSS feed

This release

0.23.25 This release

4 release files Full provenance

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page