https://github.com/aion-systems-core/sealrun
Deterministic execution engine for AI workloads — verifiable capsules, replay, drift, evidence chain.
https://github.com/aion-systems-core/sealrun
audit cli debugging determinism diff-tool reproducibility rust
Last synced: 9 days ago
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Deterministic execution engine for AI workloads — verifiable capsules, replay, drift, evidence chain.
- Host: GitHub
- URL: https://github.com/aion-systems-core/sealrun
- Owner: aion-systems-core
- License: mit
- Created: 2026-04-19T14:35:58.000Z (about 2 months ago)
- Default Branch: main
- Last Pushed: 2026-04-23T21:34:30.000Z (about 2 months ago)
- Last Synced: 2026-04-23T23:17:36.294Z (about 2 months ago)
- Topics: audit, cli, debugging, determinism, diff-tool, reproducibility, rust
- Language: Rust
- Homepage:
- Size: 941 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Security: docs/security-guide.md
- Governance: docs/governance.md
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README
# SealRun
SealRun is a deterministic execution engine for AI and automation workloads.
It produces reproducible run artifacts (capsules, replay, drift, evidence, policy outputs) that are machine-checkable and audit-ready.
Use it to standardize execution validation in CI, SRE workflows, and governed release pipelines.
[](https://github.com/aion-systems-core/sealrun/actions/workflows/ci.yml)
[](LICENSE)
[](https://www.rust-lang.org/)
## Key Features
- Deterministic capsule generation for repeatable run records.
- Replay symmetry checks against stored capsule state.
- Drift comparison for controlled change analysis.
- Evidence chain outputs for audit and incident workflows.
- Policy validation surfaces for governance gates.
- Stable JSON output envelopes for automation and tooling.
- Rust-first implementation with workspace-level tests.
## Quickstart
```bash
git clone https://github.com/aion-systems-core/sealrun.git
cd sealrun
cargo build --release
./target/release/sealrun --help
./target/release/sealrun --id quickstart_demo execute ai --model demo --prompt "hello" --seed 42
./target/release/sealrun --id quickstart_replay execute ai-replay --capsule aion_output/ai/quickstart_demo/capsule.aionai
./target/release/sealrun --id quickstart_left observe capture -- echo alpha
./target/release/sealrun --id quickstart_right observe capture -- echo beta
./target/release/sealrun observe drift aion_output/capture/quickstart_left/result.json aion_output/capture/quickstart_right/result.json
./target/release/sealrun doctor
```
## Developer Quickstart
```bash
cargo fmt --all -- --check
cargo clippy --workspace --all-targets --all-features -- -D warnings
cargo test --workspace --all-targets
cargo test -p aion-cli --test golden_test
bash scripts/smoke_e2e.sh
```
## SealRun-AI
`sealrun_ai/` adds deterministic AI-assisted test generation, evaluator heuristics, fixture generation, and pipeline test helpers.
Start here: [docs/ai/README.md](docs/ai/README.md).
## Enterprise
Enterprise-facing docs cover trust, operations, controls, runbooks, and pilot readiness without changing core deterministic semantics.
Start here: [docs/enterprise/README.md](docs/enterprise/README.md).
## Pricing
Commercial packaging and support details: [docs/pricing.md](docs/pricing.md). (draft)
## Contact
contact.sealrun@gmail.com
## Docs Hub
[docs/README.md](docs/README.md)