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    <title>digit on Digitable Courses</title>
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      <title>Open models and datasets</title>
      <link>https://courses.digitable.life/en/digit/models/</link>
      <pubDate>Sat, 08 Aug 2026 10:00:00 +0300</pubDate>
      
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      <description>Eight repositories on Hugging Face: what is the purpose of each, what numbers confirm this, and what are its limitations?</description>
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      <title>Tasks and integration catalog: digit tasks and digit workbench</title>
      <link>https://courses.digitable.life/en/digit/docs/tasks-workbench/</link>
      <pubDate>Fri, 07 Aug 2026 17:10:00 +0300</pubDate>
      
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      <description>A general tracker where a task is identified only by its UUID, because short numbers are recalculated, and a catalog of integrations that is read from a repository instead of being memorized.</description>
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      <title>Installing Digit</title>
      <link>https://courses.digitable.life/en/digit/docs/install/</link>
      <pubDate>Fri, 07 Aug 2026 16:30:00 +0300</pubDate>
      
      <guid>https://courses.digitable.life/en/digit/docs/install/</guid>
      <description>One team, its own repository, an isolated environment, and the data directory ~/.digit — what does the installer do, what does it need, and where does it put everything?</description>
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      <title>Checking the rule using words: digit rule-check</title>
      <link>https://courses.digitable.life/en/digit/docs/rule-check/</link>
      <pubDate>Fri, 07 Aug 2026 16:20:00 +0300</pubDate>
      
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      <description>A rule in Russian is transformed into an FTS specification, compiled by a real compiler, and passes a fallacy detector; there are three outcomes, not two.</description>
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    <item>
      <title>Digital portrait of the owner: digit portrait</title>
      <link>https://courses.digitable.life/en/digit/docs/portrait/</link>
      <pubDate>Fri, 07 Aug 2026 16:10:00 +0300</pubDate>
      
      <guid>https://courses.digitable.life/en/digit/docs/portrait/</guid>
      <description>Three layers separate: measured speech style, a log of previous decisions with verbatim quotes, and a guess that is not stored anywhere and does not become public.</description>
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    <item>
      <title>Digit documentation in Russian.</title>
      <link>https://courses.digitable.life/en/digit/docs/</link>
      <pubDate>Fri, 07 Aug 2026 15:50:00 +0300</pubDate>
      
      <guid>https://courses.digitable.life/en/digit/docs/</guid>
      <description>The core of the Digit documentation in Russian: three commands that are not found in any other documentation, and what you need to start with – installation, first launch, model selection, update.</description>
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    <item>
      <title>Where is Digit heading?</title>
      <link>https://courses.digitable.life/en/digit/roadmap/</link>
      <pubDate>Fri, 07 Aug 2026 02:00:00 +0300</pubDate>
      
      <guid>https://courses.digitable.life/en/digit/roadmap/</guid>
      <description>The grand plan in broad strokes: what has already been accomplished, what is under construction, and what remains unresolved – without deadlines, because deadlines here would be a fabrication.</description>
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    <item>
      <title>Digit in Workbench: a catalog of utilities and gate specifications</title>
      <link>https://courses.digitable.life/en/workbench/digit-integrations/</link>
      <pubDate>Mon, 03 Aug 2026 19:30:00 +0300</pubDate>
      
      <guid>https://courses.digitable.life/en/workbench/digit-integrations/</guid>
      <description>Two Digit MCP servers – a deterministic catalog of utilities and a verification gateway over FTS – as Digitable Workbench integrations: what already works and what still needs to be done for this.</description>
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    <item>
      <title>Digit Guarantee Boundaries</title>
      <link>https://courses.digitable.life/en/digit/limits/</link>
      <pubDate>Mon, 03 Aug 2026 19:00:00 +0300</pubDate>
      
      <guid>https://courses.digitable.life/en/digit/limits/</guid>
      <description>What does the test mode catch, what does it not catch, and how much does the warranty cost in terms of failures — without any mitigating factors.</description>
    </item>
    
    <item>
      <title>What has been verified and with what numbers?</title>
      <link>https://courses.digitable.life/en/digit/measurements/</link>
      <pubDate>Mon, 03 Aug 2026 18:30:00 +0300</pubDate>
      
      <guid>https://courses.digitable.life/en/digit/measurements/</guid>
      <description>Method for measuring the tested mode: control up to optimization, independent held-out set, red-team, and confidence intervals — and what these numbers showed.</description>
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    <item>
      <title>How does the verifiability of Digit work?</title>
      <link>https://courses.digitable.life/en/digit/verifiability/</link>
      <pubDate>Mon, 03 Aug 2026 18:00:00 +0300</pubDate>
      
      <guid>https://courses.digitable.life/en/digit/verifiability/</guid>
      <description>Three sources of content instead of generation, two modes with a ban on silent degradation, and a rejection that accepts code, not a model.</description>
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      <title>Requirements that are checked before implementation: spec corpus, constitution and ftspec</title>
      <link>https://courses.digitable.life/en/post/spec/22-spec-driven/</link>
      <pubDate>Mon, 03 Aug 2026 06:22:00 +0300</pubDate>
      
      <guid>https://courses.digitable.life/en/post/spec/22-spec-driven/</guid>
      <description>How to check a new business requirement for consistency with already accepted ones before writing code: interval arithmetic over rule conditions, constitution invariants on the input grid, and an honest list of what the method skips.</description>
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    <item>
      <title>AI agents and MCP: access is granted by the engine, not the model text</title>
      <link>https://courses.digitable.life/en/post/spec/10-ai-agents/</link>
      <pubDate>Mon, 03 Aug 2026 06:10:00 +0300</pubDate>
      
      <guid>https://courses.digitable.life/en/post/spec/10-ai-agents/</guid>
      <description>How to integrate flang into the agent loop: read-only MCP tools, programmatic document build, guard on real data, and machine-readable refusal.</description>
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