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    <title>shannon — The Cyber Toolchain</title>
    <link>https://cybertoolchain.io/tools/shannon</link>
    <description>New releases and features in shannon, tracked by The Cyber Toolchain.</description>
    <language>en</language>
    <lastBuildDate>Tue, 27 Oct 2026 06:01:07 GMT</lastBuildDate>
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    <item>
      <title>shannon v3.5.0</title>
      <link>https://github.com/KeygraphHQ/shannon/releases/tag/v3.5.0</link>
      <guid isPermaLink="true">https://github.com/KeygraphHQ/shannon/releases/tag/v3.5.0</guid>
      <pubDate>Tue, 27 Oct 2026 06:01:07 GMT</pubDate>
      <description>Shannon v3.5.0 adds an experimental `--exp-php2shell` upgrade-verification probe to the CLI.⁠︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄⁠
• Adds experimental `--exp-php2shell` upgrade-verification probe flag to the CLI for testing PHP-to-shell attack paths.⁠︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄⁠
Full history on Cyber Toolchain: https://cybertoolchain.io/tools/shannon</description>
    </item>
    <item>
      <title>shannon v3.4.0</title>
      <link>https://github.com/KeygraphHQ/shannon/releases/tag/v3.4.0</link>
      <guid isPermaLink="true">https://github.com/KeygraphHQ/shannon/releases/tag/v3.4.0</guid>
      <pubDate>Tue, 06 Oct 2026 05:49:57 GMT</pubDate>
      <description>Shannon v3.4.0 adds an exploit-readiness probe and `--validate-auth` preflight mode, plus hyperlinked finding IDs in PDF reports.⁠︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄⁠
• Adds `--validate-auth` mode to the `preflight` command to verify authentication configuration before a pentest run.⁠︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄⁠
• Adds an exploit-readiness probe to the `preflight` subsystem to confirm the environment is ready to execute exploits.
• Links finding IDs in the PDF report to their corresponding detail sections for faster navigation.
Full history on Cyber Toolchain: https://cybertoolchain.io/tools/shannon</description>
    </item>
    <item>
      <title>shannon v3.3.0</title>
      <link>https://github.com/KeygraphHQ/shannon/releases/tag/v3.3.0</link>
      <guid isPermaLink="true">https://github.com/KeygraphHQ/shannon/releases/tag/v3.3.0</guid>
      <pubDate>Mon, 21 Sep 2026 12:58:11 GMT</pubDate>
      <description>Shannon v3.3.0 refreshes the AI model catalogue over the network at scan start so new models are available without a tool update.⁠︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄⁠
• Refreshes the model catalogue over the network at scan start, ensuring newly available AI models are accessible without updating the tool.⁠︀︄︇︀︅︉︀︅︀︀︃︀︀︅︅︀︅︊︀︄︆︀︃︄⁠
Full history on Cyber Toolchain: https://cybertoolchain.io/tools/shannon</description>
    </item>
    <item>
      <title>shannon v3.2.0</title>
      <link>https://github.com/KeygraphHQ/shannon/releases/tag/v3.2.0</link>
      <guid isPermaLink="true">https://github.com/KeygraphHQ/shannon/releases/tag/v3.2.0</guid>
      <pubDate>Tue, 08 Sep 2026 21:04:44 GMT</pubDate>
      <description>Shannon v3.2.0 adds custom pi model configs with registry-resolvable IDs and surfaces startup/preflight failures.
• Supports custom pi model configs with registry-resolvable model IDs and distinct model error codes.
• Surfaces startup and preflight failures so misconfiguration errors are visible before a scan begins.
Full history on Cyber Toolchain: https://cybertoolchain.io/tools/shannon</description>
    </item>
    <item>
      <title>shannon v3.1.0</title>
      <link>https://github.com/KeygraphHQ/shannon/releases/tag/v3.1.0</link>
      <guid isPermaLink="true">https://github.com/KeygraphHQ/shannon/releases/tag/v3.1.0</guid>
      <pubDate>Thu, 03 Sep 2026 14:40:42 GMT</pubDate>
      <description>Shannon v3.1.0 adds per-provider custom base URL support for the OpenAI Responses API.
• Adds per-provider custom base URL configuration for the OpenAI Responses API, enabling use of self-hosted models, gateways (e.g. OpenRouter, LiteLLM), or any compatible endpoint.
Full history on Cyber Toolchain: https://cybertoolchain.io/tools/shannon</description>
    </item>
    <item>
      <title>shannon v2.7.0</title>
      <link>https://github.com/KeygraphHQ/shannon/releases/tag/v2.7.0</link>
      <guid isPermaLink="true">https://github.com/KeygraphHQ/shannon/releases/tag/v2.7.0</guid>
      <pubDate>Fri, 28 Aug 2026 17:19:00 GMT</pubDate>
      <description>Shannon v2.7.0 adds xAI (Grok) subscription auth so pentests can run on an xAI plan instead of API credits.
• Supports running pentests authenticated via an xAI (Grok) subscription, removing the need for pay-per-token API credits.
Full history on Cyber Toolchain: https://cybertoolchain.io/tools/shannon</description>
    </item>
    <item>
      <title>shannon v1.7.0</title>
      <link>https://github.com/KeygraphHQ/shannon/releases/tag/v1.7.0</link>
      <guid isPermaLink="true">https://github.com/KeygraphHQ/shannon/releases/tag/v1.7.0</guid>
      <pubDate>Fri, 12 Jun 2026 09:27:41 GMT</pubDate>
      <description>Shannon v1.7.0 adds support for Claude Fable 5 via upgraded Agent SDK
• Adds `Claude Fable 5` support by upgrading the underlying Claude Agent SDK to version `0.3.173`
Full history on Cyber Toolchain: https://cybertoolchain.io/tools/shannon</description>
    </item>
    <item>
      <title>shannon v1.6.0</title>
      <link>https://github.com/KeygraphHQ/shannon/releases/tag/v1.6.0</link>
      <guid isPermaLink="true">https://github.com/KeygraphHQ/shannon/releases/tag/v1.6.0</guid>
      <pubDate>Thu, 11 Jun 2026 20:42:27 GMT</pubDate>
      <description>shannon v1.6.0 upgrades AI backends to Opus 4.8 and Claude Agent SDK 0.3.163
• Upgrades underlying AI models to use Opus 4.8
Full history on Cyber Toolchain: https://cybertoolchain.io/tools/shannon</description>
    </item>
    <item>
      <title>shannon v1.5.0</title>
      <link>https://github.com/KeygraphHQ/shannon/releases/tag/v1.5.0</link>
      <guid isPermaLink="true">https://github.com/KeygraphHQ/shannon/releases/tag/v1.5.0</guid>
      <pubDate>Fri, 05 Jun 2026 09:28:30 GMT</pubDate>
      <description>Shannon v1.5.0 adds MCP collector support for structuring intermediate deliverables in the worker
• Adds `worker` support for MCP collectors to structure intermediate deliverables
Full history on Cyber Toolchain: https://cybertoolchain.io/tools/shannon</description>
    </item>
    <item>
      <title>shannon v1.4.0</title>
      <link>https://github.com/KeygraphHQ/shannon/releases/tag/v1.4.0</link>
      <guid isPermaLink="true">https://github.com/KeygraphHQ/shannon/releases/tag/v1.4.0</guid>
      <pubDate>Thu, 28 May 2026 17:49:46 GMT</pubDate>
      <description>shannon v1.4.0 adds /etc/hosts forwarding to worker containers and agent session sharing
• `docker` mode now forwards the host&apos;s `/etc/hosts` entries into each worker container
• Authenticated preflight sessions are shared across multiple agents
Full history on Cyber Toolchain: https://cybertoolchain.io/tools/shannon</description>
    </item>
    <item>
      <title>shannon v1.3.0</title>
      <link>https://github.com/KeygraphHQ/shannon/releases/tag/v1.3.0</link>
      <guid isPermaLink="true">https://github.com/KeygraphHQ/shannon/releases/tag/v1.3.0</guid>
      <pubDate>Tue, 26 May 2026 05:27:35 GMT</pubDate>
      <description>shannon v1.3.0 adds auth-validation preflight and email_login credentials to the CLI
• Adds `email_login` as a supported credential type for authenticating with remote targets
Full history on Cyber Toolchain: https://cybertoolchain.io/tools/shannon</description>
    </item>
    <item>
      <title>shannon v1.1.0</title>
      <link>https://github.com/KeygraphHQ/shannon/releases/tag/v1.1.0</link>
      <guid isPermaLink="true">https://github.com/KeygraphHQ/shannon/releases/tag/v1.1.0</guid>
      <pubDate>Tue, 21 Apr 2026 07:58:05 GMT</pubDate>
      <description>Shannon v1.1.0 adds library-pipeable pipeline core, provider extensions, and read-only user repos.
• `extract_pipeline_core` for library consumption
• mount user repo as read-only with writable shannon overlay
• provider extensions support (drops `claude-code-router` mode)
• use structured outputs for vuln agent exploitation queues
Breaking changes:
• `claude-code-router` mode is removed and no longer supported.
Full history on Cyber Toolchain: https://cybertoolchain.io/tools/shannon</description>
    </item>
    <item>
      <title>shannon v1.0.0</title>
      <link>https://github.com/KeygraphHQ/shannon/releases/tag/v1.0.0</link>
      <guid isPermaLink="true">https://github.com/KeygraphHQ/shannon/releases/tag/v1.0.0</guid>
      <pubDate>Thu, 26 Mar 2026 21:12:13 GMT</pubDate>
      <description>New CLI flags (--output, --workspace), new providers (Vertex AI, OpenRouter, DeepSeek), and pipeline controls
• Adds `--output` flag to specify a configurable output directory for scan results and deliverables
• Adds `--workspace` flag to resume workflows from a named workspace or list available workspaces
• Adds Google Vertex AI provider support with automatic service account authentication
• Adds OpenRouter provider support for claude-code-router multi-model testing
• Adds DeepSeek provider support for claude-code-router multi-model testing
• Adds custom base URL support for Anthropic-compatible endpoints via environment variable or config
• Adds configurable pipeline retry and concurrency settings to control worker execution
• Adds named workspaces and workspace listing capability
• Adds preflight validation phase that runs before scanning with structured error reporting
• Expands injection analysis scope to include LFI, RFI, SSTI, Path Traversal, and Deserialization
Full history on Cyber Toolchain: https://cybertoolchain.io/tools/shannon</description>
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