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      <title>Behavioral evaluation framework for agentic LLM systems</title>
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      <description>Task-oriented evaluator with multi-rubric LLM-as-a-judge and a 200+-scenario multi-turn adversarial probe suite for a national-scale PA chatbot.</description>
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      <title>Two-stage search engine for public tenders</title>
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      <pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate>
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      <description>Camilla&amp;rsquo;s retrieval engine: 101K production queries, 2.3s average end-to-end latency, 97% pass rate on a several-hundred-query regression suite.</description>
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      <title>Internal MCP server for agent tool composition</title>
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      <pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate>
      <guid>https://pietroferragamo.com/projects/mcp-server/</guid>
      <description>Reusable primitives and declarative YAML composition: building an agent for a new client went from 4-5 days to half a day.</description>
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      <title>AI Voice Assistant</title>
      <link>https://pietroferragamo.com/projects/voicemail-assistant/</link>
      <pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate>
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      <description>Open-source phone agent that answers calls on your behalf: two interchangeable conversation engines, handcrafted turn taking, under a second to first audio.</description>
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