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

Release files for flowproof 0.23.16

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 0.23.16
File Size Uploaded
flowproof-0.23.16.tar.gz 1.0 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for flowproof 0.23.16
File Interpreter ABI Platform
flowproof-0.23.16-cp39-abi3-win_amd64.whl CPython 3.9 abi3 Windows x86-64 Details
flowproof-0.23.16-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 abi3 Linux glibc 2.17+ x86-64 Details
flowproof-0.23.16-cp39-abi3-macosx_11_0_arm64.whl CPython 3.9 abi3 macOS 11.0+ ARM64 Details

Total release size: 31.9 MB

Release files / flowproof-0.23.16.tar.gz

Download URL flowproof-0.23.16.tar.gz
Size 1.0 MB
Tags Source
SHA-256 checksum
How to use checksums
cfbd61aa1b662f23682b85a21fa65bd3e08864a7be80778dd5b347ea167e1455
BLAKE2b-256 checksum
How to use checksums
0c7abb56d743215aa118ffa6c72f09161a920f514bb80696e4730cdda28f4f84
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 24, 2026.

Transparency log

Release files / flowproof-0.23.16-cp39-abi3-win_amd64.whl

Download URL flowproof-0.23.16-cp39-abi3-win_amd64.whl
Size 11.3 MB
Tags CPython 3.9 Windows x86-64 abi3
SHA-256 checksum
How to use checksums
3d35e0ef4306c11f4ffc5af842a15a8c8f9dc4201dc0ac7abf31abe9a06dcc58
BLAKE2b-256 checksum
How to use checksums
a977a5e06242813dcd0aeee9b8dec9463b52369ae20001affd50115bdf781914
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 24, 2026.

Transparency log

Release files / flowproof-0.23.16-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL flowproof-0.23.16-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 10.2 MB
Tags CPython 3.9 Linux glibc 2.17+ x86-64 abi3
SHA-256 checksum
How to use checksums
862fe83839a54eb513a12ce9e2a7392176f305a5e9aa5fe9e71af3ea14f29755
BLAKE2b-256 checksum
How to use checksums
ddfb30f74b12ad749c7e2050a2da7f91818639e0b41661be4f65460e9e7adad3
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 24, 2026.

Transparency log

Release files / flowproof-0.23.16-cp39-abi3-macosx_11_0_arm64.whl

Download URL flowproof-0.23.16-cp39-abi3-macosx_11_0_arm64.whl
Size 9.3 MB
Tags CPython 3.9 abi3 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
37f1804124b3fa6c4e9869a6a030942140ce808e03fbcbb67632530f38a8905a
BLAKE2b-256 checksum
How to use checksums
df357aee6b1a5675e2c373cfb949d181d7c87b0a33713bd04294312e43dfb286
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 24, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.23.16 This release

4 release files

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

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