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      <managingEditor>undefined (Petros Savvakis)</managingEditor>
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      <lastBuildDate>Fri, 04 Sep 2026 00:00:00 GMT</lastBuildDate>
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    <title>How I Built a Signed Audit Trail for an LLM System (And Broke It With One SQL Update)</title>
    <link>https://www.petrostechchronicles.com/blog/How_I_Built_A_Signed_Audit_Trail</link>
    <description>Most systems already have logs. Can you prove that the logs you show today are the records the system wrote six months ago? Ed25519 signatures, a SHA 256 chain, canonical JSON, and the one SQL update that broke all of it. Part 2 of From Prompt to Proof.</description>
    <pubDate>Fri, 04 Sep 2026 00:00:00 GMT</pubDate>
    <author>undefined (Petros Savvakis)</author>
    <category>AI</category><category>LLMs</category><category>Audit</category><category>Cryptography</category><category>Python</category><category>Engineering</category><category>AI Act</category><category>Production</category>
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