fix(report): use the Keygraph wordmark on the PDF cover and link it

Replace the cover logo with the current Keygraph wordmark (dark ink on a transparent background, cropped from the website's wordmark PNG) and size it by height so the wide mark sits level with the brand text. Link both the wordmark and the "AI Pentester by Keygraph" byline to https://keygraph.io. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
docs: update llms.txt and regenerate llms-full.txt
2026-10-07 16:56:51 +02:00 · 2026-10-06 17:24:00 -07:00 · 2026-10-06 17:24:00 -07:00 · 2026-10-06 17:24:00 -07:00
6 changed files with 166 additions and 84 deletions
@@ -76,7 +76,7 @@ Shannon is an autonomous AI pentester developed by [Keygraph](https://keygraph.i

 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.

-Shannon is the agent. This repository is Shannon Open Source, the standalone pentester you run yourself. The same Shannon also powers the [Keygraph platform](https://keygraph.io), Keygraph's commercial pentesting product. See [Editions](#editions) for how the two compare.
+Shannon is the agent. This repository is Shannon Open Source, the standalone pentester you run yourself. The same Shannon also powers the [Keygraph platform](https://keygraph.io), Keygraph's commercial pentesting product. See [Editions](#editions) for how Shannon Open Source compares with the platform's Community Program, Pro, and Enterprise editions.

 <a id="why-shannon-exists"></a>
 <details>
@@ -235,11 +235,28 @@ See the [Shannon GitHub Action documentation](https://github.com/KeygraphHQ/shan

 ## Editions

-**Shannon Open Source** is a complete autonomous pentester, especially well suited to individual developers and small teams running focused security tests locally or in CI/CD.
+Shannon Lite is now Shannon Open Source. Shannon Pro is now the Keygraph platform.

-**Keygraph Enterprise Platform** is for organizations that need a shared platform for continuous agentic pentesting/AppSec across many teams, repositories, and environments. It centralizes deeper analysis, vulnerability management, remediation, verification, governance, and reporting so teams do not have to assemble and maintain those workflows themselves.
+| Edition | What it is | Price |
+| --- | --- | --- |
+| **Shannon Open Source** (Shannon OSS) | This repository. A complete autonomous pentester you run yourself, locally or in CI/CD, against an application whose source code you have. Well suited to individual developers and small teams. | Open source under AGPL-3.0. You pay only your own model costs. |
+| **Community Program** | The full Keygraph platform, cloud-hosted, for U.S.-based 501(c)(3) nonprofits and for seed or pre-Series-A startups with 20 or fewer active developers. | $0 in cloud service fees while you qualify. |
+| **Pro** | The full Keygraph platform, cloud-hosted and managed by Keygraph, with every module included. | $50 per active developer per month. |
+| **Enterprise** | Everything in Pro, self-hosted in your own environment or fully air-gapped. | Custom. |

-[Learn about the Keygraph Enterprise Platform and compare editions →](docs/keygraph-platform.md)
+See [keygraph.io/pricing](https://keygraph.io/pricing) for current prices and the full feature table.
+
+The **Keygraph platform** runs an enterprise-hardened fork of Shannon. The Community Program, Pro, and Enterprise all add:
+
+- **Black-box pentesting**: tests the running application from the outside, with no source code needed.
+- **Dependency (SCA) and secret checks**: SCA with reachability, and secrets scanning that includes repository history.
+- **Findings management**: one record per vulnerability per repository across scans and scanners, with status history, owners, SLAs, and dashboards.
+- **Fix pull requests and retests**: reviewable fix pull requests, with each fix verified by re-analysis and exploit replay, without a full rescan.
+- **Jira and access control**: two-way Jira sync, SSO, RBAC, and audit logs.
+
+No source code? Use the [Blackbox Pentester](https://keygraph.io/agentic-blackbox-pentester).
+
+[Learn about the Keygraph platform and compare editions →](docs/keygraph-platform.md)

 ## Architecture

@@ -291,7 +308,7 @@ Use these guides for operational detail:
 | [Workspaces and resuming](docs/workspaces.md)             | Naming workspaces, resuming interrupted scans, and workspace storage.                                                                                                     |
 | [Safety and limitations](docs/safety.md)                  | Authorized-use requirements, non-production guidance, mutative effects, cost, and model caveats.                                                                          |
 | [Coverage and roadmap](docs/coverage-roadmap.md)          | Current vulnerability coverage and planned work.                                                                                                                          |
-| [Keygraph Enterprise Platform](docs/keygraph-platform.md) | Exhaustive agentic SAST, continuous pentesting, full-lifecycle finding management, remediation, targeted verification, enterprise governance, and on-premises deployment. |
+| [Keygraph platform](docs/keygraph-platform.md)            | Shannon Open Source compared with the Community Program, Pro, and Enterprise editions: black-box pentesting, SCA and secrets, findings management, fix pull requests, retests, Jira, and deployment. |



@@ -304,7 +321,7 @@ You are responsible for using Shannon legally and ethically. Do not point Shanno

 Important limitations:

- Shannon Open Source is tuned for fast, code-informed pentesting in everyday development and CI/CD. Exhaustive agentic SAST, broader scanner coverage, centralized governance, and full-lifecycle vulnerability management are delivered through the Keygraph Enterprise Platform.
+- Shannon Open Source is tuned for fast, code-informed pentesting in everyday development and CI/CD. Exhaustive agentic SAST, broader scanner coverage, centralized governance, and full-lifecycle vulnerability management are delivered through the Keygraph platform, in its Community Program, Pro, and Enterprise editions.
 - Findings still require human review. LLM-generated reports can contain weakly supported or incorrect details.
 - Anthropic, OpenAI, xAI, and AWS Bedrock are built-in providers, and any other provider in the harness catalogue works too — each reachable through a custom base URL that points it at a proxy or LLM gateway. Model capability varies, and a model that does not follow Shannon's instructions or tool-use constraints reliably will produce weaker results.
 - A full run can take roughly 1 to 1.5 hours and may incur LLM API costs depending on model pricing and application complexity.
@@ -17,6 +17,7 @@

 #let tester-override = sys.inputs.at("tester", default: "Shannon")
 #let brand = sys.inputs.at("brand", default: "Shannon | AI Pentester by Keygraph")
+#let keygraph-url = "https://keygraph.io"

 // ---------- Palette ---------------------------------------------------------
 // Kept distinct so Critical / High are not confused under monitor gamma.
@@ -228,11 +229,13 @@
  #v(3.2cm)

  #let brand-parts = brand.split("|").map(p => p.trim())
+  // The logo is the Keygraph wordmark (about 5:1), so it is sized by height to
+  // sit level with the two-line brand text beside it.
  #grid(
    columns: (auto, 1fr),
-    column-gutter: 8pt,
+    column-gutter: 12pt,
    align: (horizon, horizon),
-    image("/assets/keygraph-logo.png", width: 1.6cm),
+    link(keygraph-url, image("/assets/keygraph-logo.png", height: 0.5cm)),
    {
      set par(leading: 0.6em)
      text(size: 11pt, fill: ink, weight: "semibold", tracking: 1.2pt)[
@@ -240,9 +243,9 @@
      ]
      if brand-parts.len() > 1 {
        linebreak()
-        text(size: 9pt, fill: muted, weight: "regular")[
+        link(keygraph-url, text(size: 9pt, fill: muted, weight: "regular")[
          #brand-parts.slice(1).join(" ")
-        ]
+        ])
      }
    }
  )
@@ -1,38 +1,56 @@
-# Keygraph Enterprise Platform
+# Keygraph Platform
+
+Shannon Lite is now Shannon Open Source. Shannon Pro is now the Keygraph platform.

 Shannon 3.0 is an open-source pentester. It reads your source, maps routes and data flows, runs real attacks against a live target, and writes PDF and SARIF reports. It runs locally, in CI, or air-gapped with your own model. Shannon Open Source is a complete pentester, not a trial edition.

-Keygraph Enterprise runs an enterprise-hardened fork of Shannon continuously across hundreds of repositories and adds what a security team needs around it: audit-depth static analysis on a parsed code graph, business-logic testing, SCA and secrets scanning, one deduplicated record per vulnerability across scans and scanners, generated fixes, fix verification, and SSO, RBAC, and audit logs. It is for security teams that own vulnerability management across many engineering teams and need one place to triage, assign, fix, and verify.
+The Keygraph platform is Keygraph's commercial product. It runs an enterprise-hardened fork of Shannon continuously across hundreds of repositories and adds what a security team needs around it: black-box pentesting that needs no source code, audit-depth static analysis on a parsed code graph, SCA and secrets scanning, one deduplicated record per vulnerability across scans and scanners, fix pull requests, fix verification, two-way Jira sync, and SSO, RBAC, and audit logs. It is for security teams that own vulnerability management across many engineering teams and need one place to triage, assign, fix, and verify.

-Both editions are BYOK. Keygraph never receives your source and never proxies model traffic, open source or commercial. Shannon Open Source runs from your machine or CI runner. Keygraph Enterprise deploys as a platform inside your cloud or data center, including fully air-gapped.
+The Keygraph platform comes in three editions: the Community Program, Pro, and Enterprise. Every module is included in all three. They differ in price, eligibility, hosting, and support. Current prices and the full feature table are at [keygraph.io/pricing](https://keygraph.io/pricing).

-## Shannon Open Source vs. Keygraph Enterprise
+Every edition is BYOK: you bring your own model key and pay your provider directly. Shannon Open Source runs from your machine or CI runner, and Keygraph never receives your source or proxies your model traffic. The Community Program and Pro are cloud-hosted and managed by Keygraph. Enterprise deploys inside your cloud or data center, including fully air-gapped.

-| | Shannon Open Source | Keygraph Enterprise |
-| --- | --- | --- |
-| Best for | Developers and teams running repository-level pentests locally or in CI | Security organizations running continuous AppSec across many teams and repositories |
-| Code analysis | Agent pass over architecture, entry points, and data flows to seed the pentest, sized to finish inside a CI run | Persistent code property graph plus a long-running analysis harness with interprocedural taint, sanitizer modeling, cross-repo context, exploit chains, and multi-pass review |
-| Pentesting | On-demand, source-aware white-box pentesting with optional authenticated testing, focused on injection, XSS, SSRF, broken authentication, and broken authorization, with proof by exploitation | Enterprise-hardened Shannon fork run continuously, with grey-box and black-box targets and business-logic invariant testing |
-| SCA and secrets | Not included | SCA with reachability and secrets scanning including history |
-| Findings | Per-run PDF, Markdown, JSON, and SARIF, with SARIF ingestion into GitHub code scanning | One record per vulnerability per repo across scans and scanners, plus ownership, SLAs, dashboards, and audit evidence |
-| Fixes and verification | Not included | Fix PRs with verification by re-analysis and exploit replay, with no full rescan required |
-| CI/CD and source control | GitHub Action and GitLab CI component for pull-request, release, and scheduled runs, with gates on `status: exploited` | GitHub, GitLab, Azure DevOps, and Bitbucket with organization-wide policy and centrally managed integrations |
-| Deployment and models | Runs locally or on a CI runner with BYOK to any Anthropic- or OpenAI-compatible endpoint or local model | Deployed in your AWS, GCP, Azure, or on-prem environment. Customer-hosted services and stored platform data remain inside your environment. Model requests go directly to the provider, private endpoint, gateway, or local model you configure. A local model supports fully disconnected deployments |
-| Governance, license, support | AGPL-3.0 and community support | SSO, SCIM, RBAC, and audit logs, plus a commercial license, enterprise support, and SOC 2 Type II |
+No source code? Use the [Blackbox Pentester](https://keygraph.io/agentic-blackbox-pentester).
+
+## Compare editions
+
+| | Shannon Open Source | Community Program | Pro | Enterprise |
+| --- | --- | --- | --- | --- |
+| Price | Open source under AGPL-3.0. You pay only your own model costs | $0 in cloud service fees while you qualify. You pay only your own AI provider usage | $50 per active developer per month, every module included, no add-ons | Custom |
+| Best for | Developers and teams running repository-level pentests locally or in CI | U.S.-based 501(c)(3) nonprofits, and seed or pre-Series-A startups with 20 or fewer active developers | Teams that want the full Keygraph platform, cloud-hosted and managed by Keygraph | Security organizations running continuous AppSec across many teams and repositories that need the platform inside their own environment |
+| Code analysis | Agent pass over architecture, entry points, and data flows to seed the pentest, plus optional multi-stage security code analysis, sized to finish inside a CI run | Same as Pro | Persistent code property graph plus a long-running analysis harness with interprocedural taint, sanitizer modeling, cross-repo context, exploit chains, and multi-pass review | Same as Pro |
+| White-box pentesting | On-demand, source-aware white-box pentesting with optional authenticated testing, focused on injection, XSS, SSRF, broken authentication, and broken authorization, with proof by exploitation | Same as Pro | Enterprise-hardened Shannon fork run continuously against white-box and grey-box targets, with proof by exploitation | Same as Pro |
+| Black-box pentesting (no source code) | Not included. Shannon Open Source needs the target's source code | Same as Pro | Agents attack the running application from the outside with no source access, with up to 4 login credentials for multi-role testing. Findings are validated with working exploits | Same as Pro |
+| SCA and secrets | Not included | Same as Pro | SCA with reachability and secrets scanning, including repository history | Same as Pro |
+| Findings management | Per-run PDF, Markdown, JSON, and SARIF 2.1.0, with SARIF upload to GitHub code scanning | Same as Pro | One record per vulnerability per repository across scans and scanners, with status history, auto-reopen, ownership, SLAs, dashboards, and audit evidence | Same as Pro |
+| Fix pull requests and retests | Fix manually from the report, then re-run the scan to verify | Same as Pro | Fix pull requests for a developer to review and apply, verified by re-analysis and exploit replay without a full rescan | Same as Pro |
+| Ticketing | Not included | Same as Pro | Two-way Jira sync | Same as Pro |
+| CI/CD and source control | GitHub Action and GitLab CI component for pull-request, release, and scheduled runs, with gates on `status: exploited` | Same as Pro | GitHub, GitLab, Azure DevOps, and Bitbucket with organization-wide policy and centrally managed integrations | Same as Pro |
+| Deployment and models | Runs locally or on a CI runner with BYOK to any Anthropic- or OpenAI-compatible endpoint or local model | Same as Pro | Cloud-hosted and managed by Keygraph, in a US or EU region. BYOK: inference runs under your own model key and provider account | Deployed in your AWS, GCP, Azure, or on-prem environment, including fully air-gapped. Customer-hosted services and stored platform data remain inside your environment. Model requests go directly to the provider, private endpoint, gateway, or local model you configure. A local model supports fully disconnected deployments |
+| Governance and compliance | Not included | Same as Pro | SSO via SAML 2.0 or OIDC with SCIM, RBAC, audit logs, SOC 2 Type II report under NDA, and a standard DPA | Same as Pro, plus a custom SLA and a security patch SLA |
+| License and support | AGPL-3.0, community support on Discord | Community support on Discord, with no SLA or uptime commitment | Commercial license, with email and Slack support | Commercial license, with a support engineer, 24x7 Severity 1 support, quarterly business reviews, and white-glove onboarding |
+
+### What Pro includes
+
+Pro is the full Keygraph platform, cloud-hosted and managed by Keygraph, at $50 per active developer per month. Every module is included, with unlimited repositories and scans under BYOK. That covers white-box and black-box pentesting, agentic SAST, SCA, secrets scanning, findings management with status history, retests (fix verification by re-analysis and exploit replay), fix pull requests, two-way Jira sync, and SSO, RBAC, and audit logs.
+
+None of these require Enterprise. Enterprise adds self-hosted or fully air-gapped deployment, a dedicated engineer and white-glove onboarding, and a custom SLA and security patch SLA.
+
+The Community Program is the same managed Pro platform, with every module included, at $0 in cloud service fees for organizations that qualify. It is cloud-hosted only. See the [Community Program](https://keygraph.io/community-program) for eligibility and how to apply.

 ## How it fits your pipeline

 1. Scans run on pull requests, releases, and a schedule against repositories in GitHub, GitLab, Azure DevOps, or Bitbucket.
 2. Pipelines gate on exploited severity. A code-analysis hypothesis never fails a build.
 3. Findings from every scanner and every run land as one record per vulnerability per repository, with an owner and an SLA. The same finding across ten runs is one record, not ten alerts.
-4. From a finding, Keygraph opens a fix PR into your normal review flow.
+4. From a finding, Keygraph opens a fix PR into your normal review flow, for a developer to review and apply.
 5. Verification confirms the fix against the changed code and the original exploit. No full rescan is required.

 ## What is different technically

 ### Static analysis on a code property graph

-Shannon Open Source's code analysis is sized to finish inside a CI run: agents read the repository, map the attack surface, and hand candidates to the pentester. Enterprise is built for depth instead. It first parses each repository into a persistent code property graph, then runs an analysis harness derived from one built for long-running vulnerability audits, heavily adapted to query the graph rather than read files. The harness decomposes the application into risk, taint-flow, framework, and specialist tasks and supports longer-running audit workflows beyond typical CI job windows.
+Shannon Open Source's code analysis is sized to finish inside a CI run: agents read the repository, map the attack surface, and hand candidates to the pentester. The Keygraph platform is built for depth instead. It first parses each repository into a persistent code property graph, then runs an analysis harness derived from one built for long-running vulnerability audits, heavily adapted to query the graph rather than read files. The harness decomposes the application into risk, taint-flow, framework, and specialist tasks and supports longer-running audit workflows beyond typical CI job windows.

 On the graph, it performs:

@@ -44,58 +62,62 @@ On the graph, it performs:

 ### Business-logic invariants

-Shannon Open Source focuses on injection, XSS, SSRF, and broken authentication and authorization. Enterprise adds testing for the bugs that do not fit a vulnerability class: it derives invariants the application is supposed to hold (tenant isolation, workflow ordering, approval limits, balance conservation, state transitions) and tests them against the running application. This is where application-specific vulnerabilities live and where pattern-based SAST often provides little or no signal.
+Shannon Open Source focuses on injection, XSS, SSRF, and broken authentication and authorization. The Keygraph platform adds testing for the bugs that do not fit a vulnerability class: it derives invariants the application is supposed to hold (tenant isolation, workflow ordering, approval limits, balance conservation, state transitions) and tests them against the running application. This is where application-specific vulnerabilities live and where pattern-based SAST often provides little or no signal.

 ### Proof by exploitation

-The pentesting engine is a hardened fork of Shannon with the same rule: a pentest finding requires a working exploit. No exploit, no finding. Enterprise stores the exploit and replays it later to verify the fix.
+The pentesting engine is a hardened fork of Shannon with the same rule: a pentest finding requires a working exploit. No exploit, no finding. The platform stores the exploit and replays it later to verify the fix.
+
+The Blackbox Pentester applies the same rule without source access. It attacks the running application from the outside with a real browser and terminal, and it can take up to 4 login credentials (Google OAuth, GitHub, or custom auth) to test privilege escalation and IDOR across roles.

 SCA prioritizes vulnerable dependencies that application code actually reaches. Secrets scanning covers current source and repository history.

 <p align="center">
-  <img src="../assets/keygraph-platform/agentic-sast-results.png" alt="Keygraph Enterprise findings grouped into business-logic issues, point issues, and secrets" width="100%">
+  <img src="../assets/keygraph-platform/agentic-sast-results.png" alt="Keygraph platform findings grouped into business-logic issues, point issues, and secrets" width="100%">
 </p>

 ## Findings

-Shannon Open Source hands you a report per scan. Enterprise dedupes across runs and across scanners, deterministically and semantically, into one record per vulnerability per repository. Each record carries evidence, source location, severity, scan history, status, owner, resolution, and last-verified state.
+Shannon Open Source hands you a report per scan. The Keygraph platform dedupes across runs and across scanners, deterministically and semantically, into one record per vulnerability per repository. Each record carries evidence, source location, severity, scan history, status, owner, resolution, and last-verified state. This is included in the Community Program, Pro, and Enterprise.

-Workflows cover assignment, triage, false-positive and risk-acceptance decisions, and SLA policies with escalation and aging. Dashboards report open risk, coverage, new versus resolved, SLA compliance, and MTTR, exportable as evidence for customers and auditors.
+Workflows cover assignment, triage, false-positive and risk-acceptance decisions, and SLA policies with escalation and aging. A resolved finding that reappears in a later scan reopens automatically. Dashboards report open risk, coverage, new versus resolved, SLA compliance, and MTTR, exportable as evidence for customers and auditors. Findings sync both ways with Jira.

-Findings still require human review. Enterprise's extra review passes reduce weakly supported findings, but they do not eliminate them.
+Findings still require human review. The platform's extra review passes reduce weakly supported findings, but they do not eliminate them.

 <p align="center">
-  <img src="../assets/keygraph-platform/canonical-findings.png" alt="Keygraph Enterprise findings inventory with severity, status, source, and verification filters" width="100%">
+  <img src="../assets/keygraph-platform/canonical-findings.png" alt="Keygraph platform findings inventory with severity, status, source, and verification filters" width="100%">
 </p>

 ### Fix and verify

-From a finding, Keygraph generates a patch scoped to that finding and opens a pull request. It never commits to a protected branch.
+From a finding, Keygraph generates a patch scoped to that finding and opens a pull request for a developer to review and apply. It never commits to a protected branch.

 <p align="center">
-  <img src="../assets/keygraph-platform/automated-remediation.png" alt="Keygraph Enterprise remediation workflow for generating a fix and opening a pull request" width="100%">
+  <img src="../assets/keygraph-platform/automated-remediation.png" alt="Keygraph platform remediation workflow for generating a fix and opening a pull request" width="100%">
 </p>

 Verification re-analyzes the changed code and, for pentest findings, replays the original exploit against the patched target. The verdict comes from deterministic checks plus a review pass, without rerunning the full scan.

 <p align="center">
-  <img src="../assets/keygraph-platform/targeted-verification.png" alt="Keygraph Enterprise finding-verification workflow" width="100%">
+  <img src="../assets/keygraph-platform/targeted-verification.png" alt="Keygraph platform finding-verification workflow" width="100%">
 </p>

 ## Deployment and access control

-Keygraph Enterprise deploys entirely inside your AWS, GCP, Azure, or on-prem environment, including networks with no internet egress. There is no Keygraph-operated control plane. Customer-hosted services and stored platform data remain inside your environment for the life of the deployment.
+The Community Program and Pro are cloud-hosted and managed by Keygraph on AWS, with regional isolation in a US or EU region. Scans run in isolated, single-use containers that clone your repository and are destroyed when the scan ends. The full source tree is never persisted. Only the code fragments needed to render findings, deduplicate results, and propose fixes are kept, and all code-derived data is encrypted at rest. See [Code security posture](https://keygraph.io/code-security-posture) for the full controls.

-Model access is BYOK and BYOM. Route workloads to Anthropic, OpenAI, xAI, or Bedrock, a private cloud endpoint, your own gateway such as LiteLLM with your routing and policy applied, or local models on vLLM or Ollama. Model requests go directly to the endpoint you configure. Keygraph never receives or proxies them. A local model supports a fully disconnected deployment.
+Enterprise deploys entirely inside your AWS, GCP, Azure, or on-prem environment, including networks with no internet egress. There is no Keygraph-operated control plane. Customer-hosted services and stored platform data remain inside your environment for the life of the deployment.

-Access control: SAML/OIDC SSO, SCIM, roles with repository-scoped visibility (RBAC, plus attribute and relationship rules where needed), full audit log, scoped API keys.
+Model access is BYOK and BYOM in every edition. Route workloads to Anthropic, OpenAI, xAI, or Bedrock, a private cloud endpoint, your own gateway such as LiteLLM with your routing and policy applied, or local models on vLLM or Ollama. In Enterprise deployments, model requests leave your environment only to reach the endpoint you configure, and a local model supports a fully disconnected deployment.
+
+Access control, in the Community Program, Pro, and Enterprise: SAML/OIDC SSO, SCIM, roles with repository-scoped visibility (RBAC, plus attribute and relationship rules where needed), full audit log, scoped API keys.

 <p align="center">
-  <img src="../assets/keygraph-platform/enterprise-access-control.png" alt="Keygraph Enterprise roles and repository visibility controls" width="100%">
+  <img src="../assets/keygraph-platform/enterprise-access-control.png" alt="Keygraph platform roles and repository visibility controls" width="100%">
 </p>

 Keygraph maintains a SOC 2 Type II audit. The report is available to customers under NDA.

 ## Talk to Keygraph

-Visit [keygraph.io](https://keygraph.io), book a [demo](https://cal.com/team/keygraph/shannon-pro), or email [shannon@keygraph.io](mailto:shannon@keygraph.io).
+Visit [keygraph.io](https://keygraph.io), see [pricing](https://keygraph.io/pricing), apply to the [Community Program](https://keygraph.io/community-program), book a [demo](https://cal.com/team/keygraph/keygraph-technical-demo), or email [shannon@keygraph.io](mailto:shannon@keygraph.io).
@@ -7,7 +7,7 @@
 # File: README.md

 > [!NOTE]
-> **[Shannon 3.0 is live](https://github.com/KeygraphHQ/shannon/discussions/439):** deeper security code analysis, more thoroughly vetted findings, a rebuilt CLI, native CI/CD, professional PDF reports, and SARIF.
+> **[Cyber verification for Anthropic and OpenAI models](https://github.com/KeygraphHQ/shannon/discussions/483):** complete your provider's cyber verification program to prevent model failures and refusals during cyber workloads.

 <div align="center">

@@ -84,7 +84,7 @@ Shannon is an autonomous AI pentester developed by [Keygraph](https://keygraph.i

 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.

-Shannon is the agent. This repository is Shannon Open Source, the standalone pentester you run yourself. The same Shannon also powers the [Keygraph platform](https://keygraph.io), Keygraph's commercial pentesting product. See [Editions](#editions) for how the two compare.
+Shannon is the agent. This repository is Shannon Open Source, the standalone pentester you run yourself. The same Shannon also powers the [Keygraph platform](https://keygraph.io), Keygraph's commercial pentesting product. See [Editions](#editions) for how Shannon Open Source compares with the platform's Community Program, Pro, and Enterprise editions.

 <a id="why-shannon-exists"></a>
 <details>
@@ -140,7 +140,7 @@ These reports are from Shannon Open Source scans of Photoview 2.4.0, one of the
 - **Docker**: required for the worker container.
 - **Node.js 18+**: required for the recommended `npx` workflow.
 - **AI provider credentials**: Shannon runs on Anthropic, OpenAI, xAI, AWS Bedrock, and [any other provider](docs/ai-providers.md#any-other-provider) in the harness catalogue — each of which you can point at a proxy or LLM gateway through a [custom base URL](docs/ai-providers.md#custom-base-url), and a model the catalogue does not carry can be described with a [custom model configuration](docs/ai-providers.md#custom-model-configuration). You bring your own key, and Keygraph never proxies your model traffic. Shannon is provider-agnostic. See [AI providers](docs/ai-providers.md#suggested-models) for suggested model IDs.
- **Cyber safeguards cleared with your provider**: Anthropic and OpenAI apply real-time safeguards to cyber-security workloads, which can interrupt a scan mid-run. Complete their guidance for legitimate security testers before your first run - see [AI providers](docs/ai-providers.md#cyber-safeguards-do-this-before-your-first-scan).
+- **Cyber safeguards cleared with your provider**: Anthropic and OpenAI apply real-time safeguards to cyber-security workloads, which can interrupt a scan mid-run. Complete their guidance for legitimate security testers before your first run - see [AI providers](docs/ai-providers.md#cyber-safeguards-do-this-before-your-first-scan) and the [cyber verification announcement](https://github.com/KeygraphHQ/shannon/discussions/483).



@@ -243,11 +243,28 @@ See the [Shannon GitHub Action documentation](https://github.com/KeygraphHQ/shan

 ## Editions

-**Shannon Open Source** is a complete autonomous pentester, especially well suited to individual developers and small teams running focused security tests locally or in CI/CD.
+Shannon Lite is now Shannon Open Source. Shannon Pro is now the Keygraph platform.

-**Keygraph Enterprise Platform** is for organizations that need a shared platform for continuous agentic pentesting/AppSec across many teams, repositories, and environments. It centralizes deeper analysis, vulnerability management, remediation, verification, governance, and reporting so teams do not have to assemble and maintain those workflows themselves.
+| Edition | What it is | Price |
+| --- | --- | --- |
+| **Shannon Open Source** (Shannon OSS) | This repository. A complete autonomous pentester you run yourself, locally or in CI/CD, against an application whose source code you have. Well suited to individual developers and small teams. | Open source under AGPL-3.0. You pay only your own model costs. |
+| **Community Program** | The full Keygraph platform, cloud-hosted, for U.S.-based 501(c)(3) nonprofits and for seed or pre-Series-A startups with 20 or fewer active developers. | $0 in cloud service fees while you qualify. |
+| **Pro** | The full Keygraph platform, cloud-hosted and managed by Keygraph, with every module included. | $50 per active developer per month. |
+| **Enterprise** | Everything in Pro, self-hosted in your own environment or fully air-gapped. | Custom. |

-[Learn about the Keygraph Enterprise Platform and compare editions →](docs/keygraph-platform.md)
+See [keygraph.io/pricing](https://keygraph.io/pricing) for current prices and the full feature table.
+
+The **Keygraph platform** runs an enterprise-hardened fork of Shannon. The Community Program, Pro, and Enterprise all add:
+
+- **Black-box pentesting**: tests the running application from the outside, with no source code needed.
+- **Dependency (SCA) and secret checks**: SCA with reachability, and secrets scanning that includes repository history.
+- **Findings management**: one record per vulnerability per repository across scans and scanners, with status history, owners, SLAs, and dashboards.
+- **Fix pull requests and retests**: reviewable fix pull requests, with each fix verified by re-analysis and exploit replay, without a full rescan.
+- **Jira and access control**: two-way Jira sync, SSO, RBAC, and audit logs.
+
+No source code? Use the [Blackbox Pentester](https://keygraph.io/agentic-blackbox-pentester).
+
+[Learn about the Keygraph platform and compare editions →](docs/keygraph-platform.md)

 ## Architecture

@@ -299,7 +316,7 @@ Use these guides for operational detail:
 | [Workspaces and resuming](docs/workspaces.md)             | Naming workspaces, resuming interrupted scans, and workspace storage.                                                                                                     |
 | [Safety and limitations](docs/safety.md)                  | Authorized-use requirements, non-production guidance, mutative effects, cost, and model caveats.                                                                          |
 | [Coverage and roadmap](docs/coverage-roadmap.md)          | Current vulnerability coverage and planned work.                                                                                                                          |
-| [Keygraph Enterprise Platform](docs/keygraph-platform.md) | Exhaustive agentic SAST, continuous pentesting, full-lifecycle finding management, remediation, targeted verification, enterprise governance, and on-premises deployment. |
+| [Keygraph platform](docs/keygraph-platform.md)            | Shannon Open Source compared with the Community Program, Pro, and Enterprise editions: black-box pentesting, SCA and secrets, findings management, fix pull requests, retests, Jira, and deployment. |



@@ -312,7 +329,7 @@ You are responsible for using Shannon legally and ethically. Do not point Shanno

 Important limitations:

- Shannon Open Source is tuned for fast, code-informed pentesting in everyday development and CI/CD. Exhaustive agentic SAST, broader scanner coverage, centralized governance, and full-lifecycle vulnerability management are delivered through the Keygraph Enterprise Platform.
+- Shannon Open Source is tuned for fast, code-informed pentesting in everyday development and CI/CD. Exhaustive agentic SAST, broader scanner coverage, centralized governance, and full-lifecycle vulnerability management are delivered through the Keygraph platform, in its Community Program, Pro, and Enterprise editions.
 - Findings still require human review. LLM-generated reports can contain weakly supported or incorrect details.
 - Anthropic, OpenAI, xAI, and AWS Bedrock are built-in providers, and any other provider in the harness catalogue works too — each reachable through a custom base URL that points it at a proxy or LLM gateway. Model capability varies, and a model that does not follow Shannon's instructions or tool-use constraints reliably will produce weaker results.
 - A full run can take roughly 1 to 1.5 hours and may incur LLM API costs depending on model pricing and application complexity.
@@ -1356,41 +1373,59 @@ For organizations that need broader static and organizational coverage now, see

 # File: docs/keygraph-platform.md

-# Keygraph Enterprise Platform
+# Keygraph Platform
+
+Shannon Lite is now Shannon Open Source. Shannon Pro is now the Keygraph platform.

 Shannon 3.0 is an open-source pentester. It reads your source, maps routes and data flows, runs real attacks against a live target, and writes PDF and SARIF reports. It runs locally, in CI, or air-gapped with your own model. Shannon Open Source is a complete pentester, not a trial edition.

-Keygraph Enterprise runs an enterprise-hardened fork of Shannon continuously across hundreds of repositories and adds what a security team needs around it: audit-depth static analysis on a parsed code graph, business-logic testing, SCA and secrets scanning, one deduplicated record per vulnerability across scans and scanners, generated fixes, fix verification, and SSO, RBAC, and audit logs. It is for security teams that own vulnerability management across many engineering teams and need one place to triage, assign, fix, and verify.
+The Keygraph platform is Keygraph's commercial product. It runs an enterprise-hardened fork of Shannon continuously across hundreds of repositories and adds what a security team needs around it: black-box pentesting that needs no source code, audit-depth static analysis on a parsed code graph, SCA and secrets scanning, one deduplicated record per vulnerability across scans and scanners, fix pull requests, fix verification, two-way Jira sync, and SSO, RBAC, and audit logs. It is for security teams that own vulnerability management across many engineering teams and need one place to triage, assign, fix, and verify.

-Both editions are BYOK. Keygraph never receives your source and never proxies model traffic, open source or commercial. Shannon Open Source runs from your machine or CI runner. Keygraph Enterprise deploys as a platform inside your cloud or data center, including fully air-gapped.
+The Keygraph platform comes in three editions: the Community Program, Pro, and Enterprise. Every module is included in all three. They differ in price, eligibility, hosting, and support. Current prices and the full feature table are at [keygraph.io/pricing](https://keygraph.io/pricing).

-## Shannon Open Source vs. Keygraph Enterprise
+Every edition is BYOK: you bring your own model key and pay your provider directly. Shannon Open Source runs from your machine or CI runner, and Keygraph never receives your source or proxies your model traffic. The Community Program and Pro are cloud-hosted and managed by Keygraph. Enterprise deploys inside your cloud or data center, including fully air-gapped.

-| | Shannon Open Source | Keygraph Enterprise |
-| --- | --- | --- |
-| Best for | Developers and teams running repository-level pentests locally or in CI | Security organizations running continuous AppSec across many teams and repositories |
-| Code analysis | Agent pass over architecture, entry points, and data flows to seed the pentest, sized to finish inside a CI run | Persistent code property graph plus a long-running analysis harness with interprocedural taint, sanitizer modeling, cross-repo context, exploit chains, and multi-pass review |
-| Pentesting | On-demand, source-aware white-box pentesting with optional authenticated testing, focused on injection, XSS, SSRF, broken authentication, and broken authorization, with proof by exploitation | Enterprise-hardened Shannon fork run continuously, with grey-box and black-box targets and business-logic invariant testing |
-| SCA and secrets | Not included | SCA with reachability and secrets scanning including history |
-| Findings | Per-run PDF, Markdown, JSON, and SARIF, with SARIF ingestion into GitHub code scanning | One record per vulnerability per repo across scans and scanners, plus ownership, SLAs, dashboards, and audit evidence |
-| Fixes and verification | Not included | Fix PRs with verification by re-analysis and exploit replay, with no full rescan required |
-| CI/CD and source control | GitHub Action and GitLab CI component for pull-request, release, and scheduled runs, with gates on `status: exploited` | GitHub, GitLab, Azure DevOps, and Bitbucket with organization-wide policy and centrally managed integrations |
-| Deployment and models | Runs locally or on a CI runner with BYOK to any Anthropic- or OpenAI-compatible endpoint or local model | Deployed in your AWS, GCP, Azure, or on-prem environment. Customer-hosted services and stored platform data remain inside your environment. Model requests go directly to the provider, private endpoint, gateway, or local model you configure. A local model supports fully disconnected deployments |
-| Governance, license, support | AGPL-3.0 and community support | SSO, SCIM, RBAC, and audit logs, plus a commercial license, enterprise support, and SOC 2 Type II |
+No source code? Use the [Blackbox Pentester](https://keygraph.io/agentic-blackbox-pentester).
+
+## Compare editions
+
+| | Shannon Open Source | Community Program | Pro | Enterprise |
+| --- | --- | --- | --- | --- |
+| Price | Open source under AGPL-3.0. You pay only your own model costs | $0 in cloud service fees while you qualify. You pay only your own AI provider usage | $50 per active developer per month, every module included, no add-ons | Custom |
+| Best for | Developers and teams running repository-level pentests locally or in CI | U.S.-based 501(c)(3) nonprofits, and seed or pre-Series-A startups with 20 or fewer active developers | Teams that want the full Keygraph platform, cloud-hosted and managed by Keygraph | Security organizations running continuous AppSec across many teams and repositories that need the platform inside their own environment |
+| Code analysis | Agent pass over architecture, entry points, and data flows to seed the pentest, plus optional multi-stage security code analysis, sized to finish inside a CI run | Same as Pro | Persistent code property graph plus a long-running analysis harness with interprocedural taint, sanitizer modeling, cross-repo context, exploit chains, and multi-pass review | Same as Pro |
+| White-box pentesting | On-demand, source-aware white-box pentesting with optional authenticated testing, focused on injection, XSS, SSRF, broken authentication, and broken authorization, with proof by exploitation | Same as Pro | Enterprise-hardened Shannon fork run continuously against white-box and grey-box targets, with proof by exploitation | Same as Pro |
+| Black-box pentesting (no source code) | Not included. Shannon Open Source needs the target's source code | Same as Pro | Agents attack the running application from the outside with no source access, with up to 4 login credentials for multi-role testing. Findings are validated with working exploits | Same as Pro |
+| SCA and secrets | Not included | Same as Pro | SCA with reachability and secrets scanning, including repository history | Same as Pro |
+| Findings management | Per-run PDF, Markdown, JSON, and SARIF 2.1.0, with SARIF upload to GitHub code scanning | Same as Pro | One record per vulnerability per repository across scans and scanners, with status history, auto-reopen, ownership, SLAs, dashboards, and audit evidence | Same as Pro |
+| Fix pull requests and retests | Fix manually from the report, then re-run the scan to verify | Same as Pro | Fix pull requests for a developer to review and apply, verified by re-analysis and exploit replay without a full rescan | Same as Pro |
+| Ticketing | Not included | Same as Pro | Two-way Jira sync | Same as Pro |
+| CI/CD and source control | GitHub Action and GitLab CI component for pull-request, release, and scheduled runs, with gates on `status: exploited` | Same as Pro | GitHub, GitLab, Azure DevOps, and Bitbucket with organization-wide policy and centrally managed integrations | Same as Pro |
+| Deployment and models | Runs locally or on a CI runner with BYOK to any Anthropic- or OpenAI-compatible endpoint or local model | Same as Pro | Cloud-hosted and managed by Keygraph, in a US or EU region. BYOK: inference runs under your own model key and provider account | Deployed in your AWS, GCP, Azure, or on-prem environment, including fully air-gapped. Customer-hosted services and stored platform data remain inside your environment. Model requests go directly to the provider, private endpoint, gateway, or local model you configure. A local model supports fully disconnected deployments |
+| Governance and compliance | Not included | Same as Pro | SSO via SAML 2.0 or OIDC with SCIM, RBAC, audit logs, SOC 2 Type II report under NDA, and a standard DPA | Same as Pro, plus a custom SLA and a security patch SLA |
+| License and support | AGPL-3.0, community support on Discord | Community support on Discord, with no SLA or uptime commitment | Commercial license, with email and Slack support | Commercial license, with a support engineer, 24x7 Severity 1 support, quarterly business reviews, and white-glove onboarding |
+
+### What Pro includes
+
+Pro is the full Keygraph platform, cloud-hosted and managed by Keygraph, at $50 per active developer per month. Every module is included, with unlimited repositories and scans under BYOK. That covers white-box and black-box pentesting, agentic SAST, SCA, secrets scanning, findings management with status history, retests (fix verification by re-analysis and exploit replay), fix pull requests, two-way Jira sync, and SSO, RBAC, and audit logs.
+
+None of these require Enterprise. Enterprise adds self-hosted or fully air-gapped deployment, a dedicated engineer and white-glove onboarding, and a custom SLA and security patch SLA.
+
+The Community Program is the same managed Pro platform, with every module included, at $0 in cloud service fees for organizations that qualify. It is cloud-hosted only. See the [Community Program](https://keygraph.io/community-program) for eligibility and how to apply.

 ## How it fits your pipeline

 1. Scans run on pull requests, releases, and a schedule against repositories in GitHub, GitLab, Azure DevOps, or Bitbucket.
 2. Pipelines gate on exploited severity. A code-analysis hypothesis never fails a build.
 3. Findings from every scanner and every run land as one record per vulnerability per repository, with an owner and an SLA. The same finding across ten runs is one record, not ten alerts.
-4. From a finding, Keygraph opens a fix PR into your normal review flow.
+4. From a finding, Keygraph opens a fix PR into your normal review flow, for a developer to review and apply.
 5. Verification confirms the fix against the changed code and the original exploit. No full rescan is required.

 ## What is different technically

 ### Static analysis on a code property graph

-Shannon Open Source's code analysis is sized to finish inside a CI run: agents read the repository, map the attack surface, and hand candidates to the pentester. Enterprise is built for depth instead. It first parses each repository into a persistent code property graph, then runs an analysis harness derived from one built for long-running vulnerability audits, heavily adapted to query the graph rather than read files. The harness decomposes the application into risk, taint-flow, framework, and specialist tasks and supports longer-running audit workflows beyond typical CI job windows.
+Shannon Open Source's code analysis is sized to finish inside a CI run: agents read the repository, map the attack surface, and hand candidates to the pentester. The Keygraph platform is built for depth instead. It first parses each repository into a persistent code property graph, then runs an analysis harness derived from one built for long-running vulnerability audits, heavily adapted to query the graph rather than read files. The harness decomposes the application into risk, taint-flow, framework, and specialist tasks and supports longer-running audit workflows beyond typical CI job windows.

 On the graph, it performs:

@@ -1402,58 +1437,62 @@ On the graph, it performs:

 ### Business-logic invariants

-Shannon Open Source focuses on injection, XSS, SSRF, and broken authentication and authorization. Enterprise adds testing for the bugs that do not fit a vulnerability class: it derives invariants the application is supposed to hold (tenant isolation, workflow ordering, approval limits, balance conservation, state transitions) and tests them against the running application. This is where application-specific vulnerabilities live and where pattern-based SAST often provides little or no signal.
+Shannon Open Source focuses on injection, XSS, SSRF, and broken authentication and authorization. The Keygraph platform adds testing for the bugs that do not fit a vulnerability class: it derives invariants the application is supposed to hold (tenant isolation, workflow ordering, approval limits, balance conservation, state transitions) and tests them against the running application. This is where application-specific vulnerabilities live and where pattern-based SAST often provides little or no signal.

 ### Proof by exploitation

-The pentesting engine is a hardened fork of Shannon with the same rule: a pentest finding requires a working exploit. No exploit, no finding. Enterprise stores the exploit and replays it later to verify the fix.
+The pentesting engine is a hardened fork of Shannon with the same rule: a pentest finding requires a working exploit. No exploit, no finding. The platform stores the exploit and replays it later to verify the fix.
+
+The Blackbox Pentester applies the same rule without source access. It attacks the running application from the outside with a real browser and terminal, and it can take up to 4 login credentials (Google OAuth, GitHub, or custom auth) to test privilege escalation and IDOR across roles.

 SCA prioritizes vulnerable dependencies that application code actually reaches. Secrets scanning covers current source and repository history.

 <p align="center">
-  <img src="../assets/keygraph-platform/agentic-sast-results.png" alt="Keygraph Enterprise findings grouped into business-logic issues, point issues, and secrets" width="100%">
+  <img src="../assets/keygraph-platform/agentic-sast-results.png" alt="Keygraph platform findings grouped into business-logic issues, point issues, and secrets" width="100%">
 </p>

 ## Findings

-Shannon Open Source hands you a report per scan. Enterprise dedupes across runs and across scanners, deterministically and semantically, into one record per vulnerability per repository. Each record carries evidence, source location, severity, scan history, status, owner, resolution, and last-verified state.
+Shannon Open Source hands you a report per scan. The Keygraph platform dedupes across runs and across scanners, deterministically and semantically, into one record per vulnerability per repository. Each record carries evidence, source location, severity, scan history, status, owner, resolution, and last-verified state. This is included in the Community Program, Pro, and Enterprise.

-Workflows cover assignment, triage, false-positive and risk-acceptance decisions, and SLA policies with escalation and aging. Dashboards report open risk, coverage, new versus resolved, SLA compliance, and MTTR, exportable as evidence for customers and auditors.
+Workflows cover assignment, triage, false-positive and risk-acceptance decisions, and SLA policies with escalation and aging. A resolved finding that reappears in a later scan reopens automatically. Dashboards report open risk, coverage, new versus resolved, SLA compliance, and MTTR, exportable as evidence for customers and auditors. Findings sync both ways with Jira.

-Findings still require human review. Enterprise's extra review passes reduce weakly supported findings, but they do not eliminate them.
+Findings still require human review. The platform's extra review passes reduce weakly supported findings, but they do not eliminate them.

 <p align="center">
-  <img src="../assets/keygraph-platform/canonical-findings.png" alt="Keygraph Enterprise findings inventory with severity, status, source, and verification filters" width="100%">
+  <img src="../assets/keygraph-platform/canonical-findings.png" alt="Keygraph platform findings inventory with severity, status, source, and verification filters" width="100%">
 </p>

 ### Fix and verify

-From a finding, Keygraph generates a patch scoped to that finding and opens a pull request. It never commits to a protected branch.
+From a finding, Keygraph generates a patch scoped to that finding and opens a pull request for a developer to review and apply. It never commits to a protected branch.

 <p align="center">
-  <img src="../assets/keygraph-platform/automated-remediation.png" alt="Keygraph Enterprise remediation workflow for generating a fix and opening a pull request" width="100%">
+  <img src="../assets/keygraph-platform/automated-remediation.png" alt="Keygraph platform remediation workflow for generating a fix and opening a pull request" width="100%">
 </p>

 Verification re-analyzes the changed code and, for pentest findings, replays the original exploit against the patched target. The verdict comes from deterministic checks plus a review pass, without rerunning the full scan.

 <p align="center">
-  <img src="../assets/keygraph-platform/targeted-verification.png" alt="Keygraph Enterprise finding-verification workflow" width="100%">
+  <img src="../assets/keygraph-platform/targeted-verification.png" alt="Keygraph platform finding-verification workflow" width="100%">
 </p>

 ## Deployment and access control

-Keygraph Enterprise deploys entirely inside your AWS, GCP, Azure, or on-prem environment, including networks with no internet egress. There is no Keygraph-operated control plane. Customer-hosted services and stored platform data remain inside your environment for the life of the deployment.
+The Community Program and Pro are cloud-hosted and managed by Keygraph on AWS, with regional isolation in a US or EU region. Scans run in isolated, single-use containers that clone your repository and are destroyed when the scan ends. The full source tree is never persisted. Only the code fragments needed to render findings, deduplicate results, and propose fixes are kept, and all code-derived data is encrypted at rest. See [Code security posture](https://keygraph.io/code-security-posture) for the full controls.

-Model access is BYOK and BYOM. Route workloads to Anthropic, OpenAI, xAI, or Bedrock, a private cloud endpoint, your own gateway such as LiteLLM with your routing and policy applied, or local models on vLLM or Ollama. Model requests go directly to the endpoint you configure. Keygraph never receives or proxies them. A local model supports a fully disconnected deployment.
+Enterprise deploys entirely inside your AWS, GCP, Azure, or on-prem environment, including networks with no internet egress. There is no Keygraph-operated control plane. Customer-hosted services and stored platform data remain inside your environment for the life of the deployment.

-Access control: SAML/OIDC SSO, SCIM, roles with repository-scoped visibility (RBAC, plus attribute and relationship rules where needed), full audit log, scoped API keys.
+Model access is BYOK and BYOM in every edition. Route workloads to Anthropic, OpenAI, xAI, or Bedrock, a private cloud endpoint, your own gateway such as LiteLLM with your routing and policy applied, or local models on vLLM or Ollama. In Enterprise deployments, model requests leave your environment only to reach the endpoint you configure, and a local model supports a fully disconnected deployment.
+
+Access control, in the Community Program, Pro, and Enterprise: SAML/OIDC SSO, SCIM, roles with repository-scoped visibility (RBAC, plus attribute and relationship rules where needed), full audit log, scoped API keys.

 <p align="center">
-  <img src="../assets/keygraph-platform/enterprise-access-control.png" alt="Keygraph Enterprise roles and repository visibility controls" width="100%">
+  <img src="../assets/keygraph-platform/enterprise-access-control.png" alt="Keygraph platform roles and repository visibility controls" width="100%">
 </p>

 Keygraph maintains a SOC 2 Type II audit. The report is available to customers under NDA.

 ## Talk to Keygraph

-Visit [keygraph.io](https://keygraph.io), book a [demo](https://cal.com/team/keygraph/shannon-pro), or email [shannon@keygraph.io](mailto:shannon@keygraph.io).
+Visit [keygraph.io](https://keygraph.io), see [pricing](https://keygraph.io/pricing), apply to the [Community Program](https://keygraph.io/community-program), book a [demo](https://cal.com/team/keygraph/keygraph-technical-demo), or email [shannon@keygraph.io](mailto:shannon@keygraph.io).
@@ -20,10 +20,11 @@ Use this file as the concise entry point for AI agents and LLMs reading this rep

 ## Keygraph Platform

- [Keygraph platform](docs/keygraph-platform.md): Commercial continuous pentesting and AppSec platform, including black-box and white-box pentesting, parsed-code SAST, source-to-sink analysis, remediation workflows, CI/CD gating, SLA tracking, reporting, and enterprise deployment.
+- [Keygraph platform](docs/keygraph-platform.md): Commercial continuous pentesting and AppSec platform, compared edition by edition with Shannon Open Source. The Community Program, Pro, and Enterprise editions all include black-box and white-box pentesting, parsed-code SAST, SCA and secrets scanning, findings management, fix pull requests and retests, Jira sync, and SSO, RBAC, and audit logs. Pro and the Community Program are cloud-hosted; Enterprise is self-hosted or air-gapped. Shannon Lite is now Shannon Open Source. Shannon Pro is now the Keygraph platform.

 ## External Links

 - [Keygraph website](https://keygraph.io): Company and commercial product information.
- [Keygraph demo](https://cal.com/team/keygraph/shannon-pro): Demo and trial contact path.
+- [Keygraph pricing](https://keygraph.io/pricing): Prices and the feature table for Shannon Open Source, the Community Program, Pro, and Enterprise.
+- [Keygraph demo](https://cal.com/team/keygraph/keygraph-technical-demo): Technical demo booking.
 - [Community Discord](https://discord.gg/cmctpMBXwE): Community support and discussion.