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Chirudeva-Reddy merged 1 commit into from
Sep 24, 2026
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feat: redesigned Pages site with hero and live gateway; README for PyPI #10

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20 changes: 12 additions & 8 deletions README.md
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# 🛡️ SentinelAgent

**A deny-by-default security gateway, human-approval sandbox and MCP proxy for AI agents**
**Guard your agents' tool calls.** A deny-by-default security gateway, human-approval sandbox and MCP proxy for AI agents.

[![PyPI](https://img.shields.io/pypi/v/sentinel-agent-gateway.svg)](https://pypi.org/project/sentinel-agent-gateway/)
[![CI](https://github.com/Chirudeva-Reddy/sentinel-agent/actions/workflows/ci.yml/badge.svg)](https://github.com/Chirudeva-Reddy/sentinel-agent/actions)
[![Python 3.10+](https://img.shields.io/badge/python-3.10%20%E2%80%93%203.14-blue.svg)](https://www.python.org/)
[![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](LICENSE)
[![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](https://github.com/Chirudeva-Reddy/sentinel-agent/blob/main/LICENSE)

**[Live demo: runs in your browser](https://chirudeva-reddy.github.io/sentinel-agent/)** · `pip install sentinel-agent-gateway`
**[Try it live](https://chirudeva-reddy.github.io/sentinel-agent/)**: the real gateway and the multi-agent demo, running in your browser.

[Why](#why) • [Quickstart](#quickstart) • [How it works](#how-it-works) • [Evaluation](#evaluation) • [Architecture](docs/ARCHITECTURE.md)
```bash
pip install sentinel-agent-gateway
```

[Architecture](https://github.com/Chirudeva-Reddy/sentinel-agent/blob/main/docs/ARCHITECTURE.md)

</div>

Expand Down Expand Up @@ -135,11 +139,11 @@ flowchart LR
O --> L
```

Details, threat model and limits: [docs/ARCHITECTURE.md](docs/ARCHITECTURE.md).
Details, threat model and limits: [docs/ARCHITECTURE.md](https://github.com/Chirudeva-Reddy/sentinel-agent/blob/main/docs/ARCHITECTURE.md).

## Evaluation

All numbers come from [`docs/BENCHMARKS.md`](docs/BENCHMARKS.md), which `sentinel eval --markdown` generates from
All numbers come from [`docs/BENCHMARKS.md`](https://github.com/Chirudeva-Reddy/sentinel-agent/blob/main/docs/BENCHMARKS.md), which `sentinel eval --markdown` generates from
the corpora in `sentinel/corpus/`. A test fails if the file and the code disagree. On the current 42 attack / 50 benign cases:
every attack is flagged, 88% are stopped by detector evidence alone, and there are no false positives. Known misses are listed there.

Expand All @@ -148,12 +152,12 @@ the CI `benchmark` job (`pytest -m benchmark`).

## Development

See [AGENTS.md](AGENTS.md) for the workflow (tests first, one regression test per bug, generated docs).
See [AGENTS.md](https://github.com/Chirudeva-Reddy/sentinel-agent/blob/main/AGENTS.md) for the workflow (tests first, one regression test per bug, generated docs).

```bash
uv run ruff check . && uv run ruff format --check . && uv run mypy && uv run pytest --cov
```

## License

[Apache 2.0](LICENSE)
[Apache 2.0](https://github.com/Chirudeva-Reddy/sentinel-agent/blob/main/LICENSE)
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