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    <description>Technical writing on AI engineering, agent safety, observability, and pragmatic systems design.</description>
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    <title><![CDATA[Zero-Trust Ingest: Why You Should Retire Your Static DSNs]]></title>
    <link>https://pragmaticvectors.com/posts/hardened-agentic-01-zero-trust-ingest/</link>
    <guid>https://pragmaticvectors.com/posts/hardened-agentic-01-zero-trust-ingest/</guid>
    <pubDate>Tue, 14 Jul 2026 00:00:00 GMT</pubDate>
    <description><![CDATA[Static write-only telemetry endpoints are an attack runway for agentic systems. Replace them with an ephemeral JWT gate in front of your collector.]]></description>
  </item>
  <item>
    <title><![CDATA[Secret Rotation Patterns for Local/Edge Agents]]></title>
    <link>https://pragmaticvectors.com/posts/hardened-agentic-02-secret-rotation/</link>
    <guid>https://pragmaticvectors.com/posts/hardened-agentic-02-secret-rotation/</guid>
    <pubDate>Tue, 14 Jul 2026 00:00:00 GMT</pubDate>
    <description><![CDATA[Long-lived ENV secrets turn a host compromise into a platform breach. Bootstrap once, exchange for short-lived Vault or edge credentials, and never let the agent hold a permanent secret.]]></description>
  </item>
  <item>
    <title><![CDATA[Why Every Release You've Ever Published Can Be Silently Changed — And How to Fix It]]></title>
    <link>https://pragmaticvectors.com/posts/immutable-releases-arweave-ipfs/</link>
    <guid>https://pragmaticvectors.com/posts/immutable-releases-arweave-ipfs/</guid>
    <pubDate>Tue, 14 Jul 2026 00:00:00 GMT</pubDate>
    <description><![CDATA[A practical guide to permanent, verifiable, machine-readable software releases using Arweave, Radicle, IPFS, and a manifest format your CI pipeline — and your agents — can reason about.]]></description>
  </item>
  <item>
    <title><![CDATA[Why Serverless Isn't a Mistake — And How It Anchors a Complete Open-Source Observability Stack]]></title>
    <link>https://pragmaticvectors.com/posts/serverless-observability-stack/</link>
    <guid>https://pragmaticvectors.com/posts/serverless-observability-stack/</guid>
    <pubDate>Tue, 14 Jul 2026 00:00:00 GMT</pubDate>
    <description><![CDATA[A deep-dive into replacing Sentry, hardening your telemetry ingest pipeline, and building a production-grade observability platform with Grafana’s open-source ecosystem.]]></description>
  </item>
  <item>
    <title><![CDATA[The Twelve Layers of LLM Cost: Why One Optimization Is Never Enough]]></title>
    <link>https://pragmaticvectors.com/posts/twelve-layers-llm-cost/</link>
    <guid>https://pragmaticvectors.com/posts/twelve-layers-llm-cost/</guid>
    <pubDate>Tue, 14 Jul 2026 00:00:00 GMT</pubDate>
    <description><![CDATA[How a compounding stack of efficiency layers — from API surface reduction to a self-improving fine-tuning flywheel — drops agent token costs by ~99.8% and keeps dropping them.]]></description>
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