ASE
ASE is the open pre-production testing and certification layer for agent systems.
ASE helps teams validate what an agent did, not just what it said:
ase watchshows live tool callsase testruns scenarios with assertions on behaviorase comparediffs two runs after a prompt, model, or adapter change
Install
python3.11 -m venv .venv
source .venv/bin/activate
pip install ase-python
Quickstart
ase test examples/customer-support/scenarios/refund-happy-path.yaml
ase compare /tmp/baseline.trace.json /tmp/candidate.trace.json
What ASE Does
- captures tool calls, state transitions, handoffs, and protocol events
- evaluates traces with assertions like
tool_called,max_tool_calls, and policy checks - certifies adapter-backed frameworks through a neutral event protocol
- works across proxy, instrumented, and adapter-backed agent runtimes
Project Links
- Source repository: see the project homepage that publishes this package
- Documentation: see
README.mdanddocs/in the source repository
Status
ASE is release-hardening toward a broader framework certification story. The current public positioning is:
the open pre-production testing and certification layer for agent systems
Metadata
Release files for ase-python 0.1.6
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| ase_python-0.1.6.tar.gz | 133.8 kB | With provenance | Details for ase_python-0.1.6.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| ase_python-0.1.6-py3-none-any.whl | Python 3 | none | any | Details for ase_python-0.1.6-py3-none-any.whl |
Total release size: 241.4 kB
Release files / ase_python-0.1.6.tar.gz
| Download URL | ase_python-0.1.6.tar.gz |
|---|---|
| Size | 133.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
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Transparency logRelease files / ase_python-0.1.6-py3-none-any.whl
| Download URL | ase_python-0.1.6-py3-none-any.whl |
|---|---|
| Size | 107.6 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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|
BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.7
|
Provenance
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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 Mar 29, 2026.
Transparency logSecurity for ase-python 0.1.6
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.
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Attestation for ase_python-0.1.6.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 Mar 29, 2026.
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