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  <title>tamer.ai blog</title>
  <subtitle>Field notes on agentic engineering, kernel sandboxes and human-in-the-loop AI for coding agents.</subtitle>
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  <updated>2026-05-07T00:00:00Z</updated>
  <author>
    <name>tamer team</name>
    <uri>https://tamer.ai</uri>
  </author>
  <rights>BSL 1.1 — Apache 2.0 after 4 years</rights>
  <entry>
    <title>Why your AI agent is silently degrading your codebase</title>
    <link rel="alternate" type="text/html" href="https://tamer.ai/en/blog/2026-05-07-why-your-ai-agent-is-silently-degrading-your-codebase/"/>
    <id>https://tamer.ai/en/blog/2026-05-07-why-your-ai-agent-is-silently-degrading-your-codebase/</id>
    <published>2026-05-07T00:00:00Z</published>
    <updated>2026-05-07T00:00:00Z</updated>
    <author>
      <name>tamer team</name>
    </author>
    <summary type="text">75% of AI agents see their regression rate grow over time. Here&#39;s how to avoid it.</summary>
  </entry>
  <entry>
    <title>Spec is the bottleneck, not the model</title>
    <link rel="alternate" type="text/html" href="https://tamer.ai/en/blog/2026-05-05-spec-is-the-bottleneck/"/>
    <id>https://tamer.ai/en/blog/2026-05-05-spec-is-the-bottleneck/</id>
    <published>2026-05-05T00:00:00Z</published>
    <updated>2026-05-05T00:00:00Z</updated>
    <author>
      <name>tamer team</name>
    </author>
    <summary type="text">Once model capability passes a threshold, code quality depends on the completeness of the specification — not the intelligence of the model. A field note from tamer&#39;s design log.</summary>
  </entry>
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