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: alpha, 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

Release files for flowproof 0.22.0

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 0.22.0
File Size Uploaded
flowproof-0.22.0.tar.gz 919.6 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for flowproof 0.22.0
File Interpreter ABI Platform
flowproof-0.22.0-cp39-abi3-win_amd64.whl CPython 3.9 abi3 Windows x86-64 Details
flowproof-0.22.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 abi3 Linux glibc 2.17+ x86-64 Details
flowproof-0.22.0-cp39-abi3-macosx_11_0_arm64.whl CPython 3.9 abi3 macOS 11.0+ ARM64 Details

Total release size: 30.1 MB

Release files / flowproof-0.22.0.tar.gz

Download URL flowproof-0.22.0.tar.gz
Size 919.6 kB
Tags Source
SHA-256 checksum
How to use checksums
331748cec92c5ddfe9d6f1d2a681f73b37eeb456131f663638c0bfb20f886cb6
BLAKE2b-256 checksum
How to use checksums
532b0b733c4b930894d6054aec0cf906eaf758569c491e3fc0f12acd2a2a38a3
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 Sep 7, 2026.

Transparency log

Release files / flowproof-0.22.0-cp39-abi3-win_amd64.whl

Download URL flowproof-0.22.0-cp39-abi3-win_amd64.whl
Size 10.8 MB
Tags CPython 3.9 Windows x86-64 abi3
SHA-256 checksum
How to use checksums
2aef4237a5aba187ffde20a292889198cd2fe4a191ad92fe243377978017cb96
BLAKE2b-256 checksum
How to use checksums
81afb68f83b459e519c95b59e28484b8f4544676bdfcfecfe07f1abd1ac43e2c
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 Sep 7, 2026.

Transparency log

Release files / flowproof-0.22.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL flowproof-0.22.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 9.6 MB
Tags CPython 3.9 Linux glibc 2.17+ x86-64 abi3
SHA-256 checksum
How to use checksums
b013f06a3724768a46098541f9244cf4027b372accf9f5ece3a79d0d722ab79c
BLAKE2b-256 checksum
How to use checksums
a3992db12fbee9b34a6bc038e6508cc243514b31305c8942d60b61b2d4cb44d8
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 Sep 7, 2026.

Transparency log

Release files / flowproof-0.22.0-cp39-abi3-macosx_11_0_arm64.whl

Download URL flowproof-0.22.0-cp39-abi3-macosx_11_0_arm64.whl
Size 8.8 MB
Tags CPython 3.9 abi3 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
13a82787c77020bcb4541436842d5346d6702ff29b17fac4e31fb5bdfc29be1a
BLAKE2b-256 checksum
How to use checksums
d8da39f3ba3676f6e9369d59804adc884eda7499b89a1094ff22d60be1a9eeb5
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 Sep 7, 2026.

Transparency log

Release history Release notifications | RSS feed

0.23.9

4 release files

0.23.8

4 release files

0.23.7

4 release files

0.23.6

4 release files

0.23.5

4 release files

0.23.4

4 release files

0.23.3

4 release files

0.23.2

4 release files

0.23.1

4 release files

0.23.0

4 release files

This release

0.22.0 This release

4 release files

0.20.0

4 release files

0.11.0

4 release files

0.10.1

4 release files

0.10.0

4 release files

0.9.1

4 release files

0.9.0

4 release files

0.8.0

4 release files

0.7.0

4 release files

0.6.1

4 release files

0.6.0

4 release files

0.5.0

4 release files

0.4.1

4 release files

0.4.0

4 release files

0.3.1

4 release files

0.3.0

4 release files

0.2.5

4 release files

0.2.4

4 release files

0.2.3

4 release files

0.2.2

4 release files

0.2.1

4 release files

0.2.0

4 release files

0.1.0

4 release files

0.0.1

2 release files

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