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@@ -27,7 +27,7 @@ npx @keygraph/shannon@latest
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---
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<a href="https://discord.gg/9ZqQPuhJB7"><picture><source media="(prefers-color-scheme: dark)" srcset="./assets/discord_button_dark.png"><source media="(prefers-color-scheme: light)" srcset="./assets/discord_button_light.png"><img src="./assets/discord_button_light.png" height="40" alt="Join Discord"></picture></a> <a href="https://keygraph.io/"><picture><source media="(prefers-color-scheme: dark)" srcset="./assets/keygraph_button_dark.png"><source media="(prefers-color-scheme: light)" srcset="./assets/keygraph_button_light.png"><img src="./assets/keygraph_button_light.png" height="40" alt="Visit Keygraph.io"></picture></a>
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<a href="https://discord.gg/9ZqQPuhJB7"><picture><source media="(prefers-color-scheme: dark)" srcset="./assets/discord_button_dark.png"><source media="(prefers-color-scheme: light)" srcset="./assets/discord_button_light.png"><img src="./assets/discord_button_light.png" height="40" alt="Join Discord"></picture></a> <a href="https://keygraph.io/?utm_source=github&utm_medium=referral&utm_campaign=shannon_oss_2026q4&utm_content=readme_header_button"><picture><source media="(prefers-color-scheme: dark)" srcset="./assets/keygraph_button_dark.png"><source media="(prefers-color-scheme: light)" srcset="./assets/keygraph_button_light.png"><img src="./assets/keygraph_button_light.png" height="40" alt="Visit Keygraph.io"></picture></a>
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---
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@@ -72,11 +72,11 @@ npx @keygraph/shannon@latest
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## What is Shannon?
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Shannon is an autonomous AI pentester developed by [Keygraph](https://keygraph.io). It performs security testing of web applications and their underlying APIs by combining source-code analysis with live exploitation.
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Shannon is an autonomous AI pentester developed by [Keygraph](https://keygraph.io/?utm_source=github&utm_medium=referral&utm_campaign=shannon_oss_2026q4&utm_content=readme_intro). It performs security testing of web applications and their underlying APIs by combining source-code analysis with live exploitation.
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Shannon analyzes your web application's source code to identify potential attack vectors, then uses browser automation and command-line tools to execute real exploits against the running application and its APIs. Only vulnerabilities with a working proof-of-concept are included in the final report.
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Shannon is the agent. This repository is Shannon, the open-source pentester you run yourself. The same Shannon also powers Keygraph's commercial editions, [Pro and Enterprise](https://keygraph.io/pricing). See [Editions](#editions) for how Shannon compares with Pro, Enterprise, and the Community Program.
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Shannon is the agent. This repository is Shannon, the open-source pentester you run yourself. The same Shannon also powers Keygraph's commercial editions, [Pro and Enterprise](https://keygraph.io/pricing?utm_source=github&utm_medium=referral&utm_campaign=shannon_oss_2026q4&utm_content=readme_intro_pricing). See [Editions](#editions) for how Shannon compares with Pro, Enterprise, and the Community Program.
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<a id="why-shannon-exists"></a>
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<details>
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@@ -242,7 +242,7 @@ See the [Shannon GitHub Action documentation](https://github.com/KeygraphHQ/shan
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| **Pro** | Keygraph's cloud-hosted edition, managed by Keygraph, with every module included. | $50 per active developer per month. |
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| **Enterprise** | Everything in Pro, self-hosted in your own environment or fully air-gapped. | Custom. |
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See [keygraph.io/pricing](https://keygraph.io/pricing) for current prices and the full feature table.
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See [keygraph.io/pricing](https://keygraph.io/pricing?utm_source=github&utm_medium=referral&utm_campaign=shannon_oss_2026q4&utm_content=readme_editions_pricing) for current prices and the full feature table.
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**Pro**, **Enterprise**, and the **Community Program** are powered by an enhanced, enterprise-grade version of the Shannon engine, and all three add:
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@@ -252,7 +252,7 @@ See [keygraph.io/pricing](https://keygraph.io/pricing) for current prices and th
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- **Fix pull requests and retests**: reviewable fix pull requests, with each fix verified by re-analysis and exploit replay, without a full rescan.
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- **Jira and access control**: two-way Jira sync, SSO, RBAC, and audit logs.
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No source code? Use the [Blackbox Pentester](https://keygraph.io/agentic-blackbox-pentester).
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No source code? Use the [Blackbox Pentester](https://keygraph.io/agentic-blackbox-pentester?utm_source=github&utm_medium=referral&utm_campaign=shannon_oss_2026q4&utm_content=readme_editions_blackbox).
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[Compare Shannon, Pro, and Enterprise in detail →](docs/keygraph-platform.md)
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@@ -364,7 +364,7 @@ At this time, Keygraph is not accepting external code contributions. Issues are
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Stay connected:
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- [Keygraph website](https://keygraph.io)
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- [Keygraph website](https://keygraph.io/?utm_source=github&utm_medium=referral&utm_campaign=shannon_oss_2026q4&utm_content=readme_community_website)
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- [Twitter/X: @KeygraphHQ](https://twitter.com/KeygraphHQ)
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- [LinkedIn: Keygraph](https://linkedin.com/company/keygraph)
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@@ -400,4 +400,4 @@ Shannon works with local models served through Ollama, vLLM, or LM Studio, which
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Shannon executes real exploits. It reports a finding only when it has produced a working proof-of-concept, and discards hypotheses it cannot prove. It is a pentester, not a passive scanner.
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**Built by [Keygraph](https://keygraph.io)**
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**Built by [Keygraph](https://keygraph.io/?utm_source=github&utm_medium=referral&utm_campaign=shannon_oss_2026q4&utm_content=readme_footer)**
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@@ -10,7 +10,7 @@ It analyzes your source code, identifies attack paths, and executes real exploit
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---
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<a href="https://discord.gg/9ZqQPuhJB7"><img src="https://raw.githubusercontent.com/KeygraphHQ/shannon/main/assets/discord_button_light.png" height="40" alt="Join Discord"></a> <a href="https://keygraph.io/"><img src="https://raw.githubusercontent.com/KeygraphHQ/shannon/main/assets/keygraph_button_light.png" height="40" alt="Visit Keygraph.io"></a>
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<a href="https://discord.gg/9ZqQPuhJB7"><img src="https://raw.githubusercontent.com/KeygraphHQ/shannon/main/assets/discord_button_light.png" height="40" alt="Join Discord"></a> <a href="https://keygraph.io/?utm_source=npm&utm_medium=referral&utm_campaign=shannon_oss_2026q4&utm_content=readme_header_button"><img src="https://raw.githubusercontent.com/KeygraphHQ/shannon/main/assets/keygraph_button_light.png" height="40" alt="Visit Keygraph.io"></a>
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---
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@@ -41,7 +41,7 @@ Shannon pulls the worker image from Docker Hub, starts the required local infras
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## Editions
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**Shannon** is this package: the open-source pentester you run yourself, on demand, and complete in that lane. **Keygraph Pro** and **Keygraph Enterprise** are the commercial editions. They run an enhanced build of Shannon continuously and close the full AppSec lifecycle around it: code analysis, finding management, automated remediation, verification, and enterprise deployment. The **Community Program** offers Pro at no cost to organizations that qualify. See [keygraph.io/pricing](https://keygraph.io/pricing).
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**Shannon** is this package: the open-source pentester you run yourself, on demand, and complete in that lane. **Keygraph Pro** and **Keygraph Enterprise** are the commercial editions. They run an enhanced build of Shannon continuously and close the full AppSec lifecycle around it: code analysis, finding management, automated remediation, verification, and enterprise deployment. The **Community Program** offers Pro at no cost to organizations that qualify. See [keygraph.io/pricing](https://keygraph.io/pricing?utm_source=npm&utm_medium=referral&utm_campaign=shannon_oss_2026q4&utm_content=readme_editions_pricing).
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## Documentation
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@@ -56,5 +56,5 @@ Commercial and enterprise licensing is available for organizations that need dif
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For commercial licensing, contact [shannon@keygraph.io](mailto:shannon@keygraph.io).
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<p align="center">
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<b>Built by <a href="https://keygraph.io">Keygraph</a></b>
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<b>Built by <a href="https://keygraph.io/?utm_source=npm&utm_medium=referral&utm_campaign=shannon_oss_2026q4&utm_content=readme_footer">Keygraph</a></b>
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</p>
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@@ -17,7 +17,7 @@
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#let tester-override = sys.inputs.at("tester", default: "Shannon")
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#let brand = sys.inputs.at("brand", default: "Shannon | AI Pentester by Keygraph")
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#let keygraph-url = "https://keygraph.io"
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#let keygraph-url = "https://keygraph.io/?utm_source=shannon&utm_medium=product&utm_campaign=shannon_oss_2026q4&utm_content=pdf_report"
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// ---------- Palette ---------------------------------------------------------
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// Kept distinct so Critical / High are not confused under monitor gamma.
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Reference in new issue
Block a user