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 0.23.9

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 0.23.9
File Size Uploaded
flowproof-0.23.9.tar.gz 1.0 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for flowproof 0.23.9
File Interpreter ABI Platform
flowproof-0.23.9-cp39-abi3-win_amd64.whl CPython 3.9 abi3 Windows x86-64 Details
flowproof-0.23.9-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 abi3 Linux glibc 2.17+ x86-64 Details
flowproof-0.23.9-cp39-abi3-macosx_11_0_arm64.whl CPython 3.9 abi3 macOS 11.0+ ARM64 Details

Total release size: 31.5 MB

Release files / flowproof-0.23.9.tar.gz

Download URL flowproof-0.23.9.tar.gz
Size 1.0 MB
Tags Source
SHA-256 checksum
How to use checksums
7a9a2e0bf17b8ce7c131487fd062a0ae5b34402952caf908517bee2f1a9a0b68
BLAKE2b-256 checksum
How to use checksums
71164f9c9c7781301f1415bc899910549e7c08bc95ed902dc70b04efed2144f6
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 19, 2026.

Transparency log

Release files / flowproof-0.23.9-cp39-abi3-win_amd64.whl

Download URL flowproof-0.23.9-cp39-abi3-win_amd64.whl
Size 11.2 MB
Tags CPython 3.9 Windows x86-64 abi3
SHA-256 checksum
How to use checksums
67f112139ae904622d74f5104e0c4146db2d04a058ab6a2155a7f79c8b4af224
BLAKE2b-256 checksum
How to use checksums
4e1ffe68a1092a48c704568dfc114323b3d38f2f7cf4adf492b2ff2a8ab37a25
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 19, 2026.

Transparency log

Release files / flowproof-0.23.9-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL flowproof-0.23.9-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 10.1 MB
Tags CPython 3.9 Linux glibc 2.17+ x86-64 abi3
SHA-256 checksum
How to use checksums
c68a8bd749951b01b9112243f188be3358ecc7f9bf64202b4ad072a6fbc7f214
BLAKE2b-256 checksum
How to use checksums
262a73b9612e487b10ffc88e9e5e830916f25250f129ebb0d9d7cb20c213372e
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 19, 2026.

Transparency log

Release files / flowproof-0.23.9-cp39-abi3-macosx_11_0_arm64.whl

Download URL flowproof-0.23.9-cp39-abi3-macosx_11_0_arm64.whl
Size 9.2 MB
Tags CPython 3.9 abi3 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
472173d5dbf86a9eae7b1f2af44296f523f04e8dd659b470590b8fafdf833be0
BLAKE2b-256 checksum
How to use checksums
d598c04ddad8b2ed45e2305ea783372c1bfef65ee19ef91f5d69bf30c9391bc2
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 19, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.23.9 This release

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