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    <description>The newest notes tagged agents on Dwarves Memo.</description>
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      <title>Agentic engineering: the series map and how to read it</title>
      <link>https://memo.d.foundation/agentic-engineering-series</link>
      <pubDate>Tue, 27 Oct 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[A series on building agentic software for engineers who know the classic lifecycle, and how its pillars, deep dives and reading paths fit together.]]></description>
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      <title>Owner agents, plain functions: where the model sits in our ops estate</title>
      <link>https://memo.d.foundation/owner-agents-and-functions</link>
      <pubDate>Sun, 25 Oct 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[Give each domain one owner agent that reports back, keep the steps as plain functions, and add autonomy to a running platform one gated decision at a time.]]></description>
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      <title>3,016 delegations to agents: the long briefs cost the most</title>
      <link>https://memo.d.foundation/communication-overhead</link>
      <pubDate>Sun, 18 Oct 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[Median brief 289 words, median run 6.4 minutes, 14.5% needed a follow-up. What 24 days of Claude Code subagent logs say about briefing agents, and where a brief cost more than the work.]]></description>
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      <title>Harness engineering notes from a team running agents all day</title>
      <link>https://memo.d.foundation/harness-engineering-notes</link>
      <pubDate>Sun, 18 Oct 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[Nine field notes on running coding agents in production at Dwarves: the harness around the model, how we check and guard it, what we put it to work on, and what it does to the pages we publish.]]></description>
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      <title>Five layers to tune before you fork your agent</title>
      <link>https://memo.d.foundation/agent-tuning-layers</link>
      <pubDate>Thu, 08 Oct 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[What makes AI agentic, how to split a deterministic core from an agentic edge, and the five layers you can tune without rebuilding the harness. Real numbers from circle and Hermes.]]></description>
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      <title>Claude Code 2.1.259 turned our Read() deny rules into a Bash tripwire</title>
      <link>https://memo.d.foundation/claude-code-read-deny-bash-prompts</link>
      <pubDate>Thu, 03 Sep 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[Bypass-mode sessions started stalling on 'a Read() deny rule is configured' prompts. What the harness now infers from a Bash command, why a CLAUDE.md rule couldn't stop it, and why we moved the secret-file guard from the deny list into a hook.]]></description>
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      <title>The debug loop: make the agent measure the browser before it touches the CSS</title>
      <link>https://memo.d.foundation/browser-loop-layout-debug</link>
      <pubDate>Thu, 03 Sep 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[A repeatable loop for AI-driven UI debugging: name the metric, name the axis, drive a real browser over CDP, read the DOM into a table, kill theories, sweep the suspect, fix, re-run. With the probe code, the setup, the failure modes, and one worked case where three plausible CSS commits had changed nothing.]]></description>
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      <title>DeepSeek harness, dissected</title>
      <link>https://memo.d.foundation/deepseek-harness-architecture</link>
      <pubDate>Tue, 18 Aug 2026 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[An architecture read of dsh, DeepSeek's new agent harness: the plugin tree, the patch-layer boot, the log-first session model, and what it means for a Claude Code shop.]]></description>
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      <title>AI agent explained: LLMs, workflows and agents</title>
      <link>https://memo.d.foundation/topics/agentic/ai-agent-explained</link>
      <pubDate>Mon, 23 Jun 2025 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[tieubao]]></dc:creator>
      <description><![CDATA[Most people confuse LLMs, workflows, and agents, but understanding these three levels unlocks the real potential of AI automation. The key difference lies in who makes the decisions.]]></description>
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      <title>Building chatbot agent to streamline project management</title>
      <link>https://memo.d.foundation/building-chatbot-agent-for-project-management-tool</link>
      <pubDate>Thu, 21 Nov 2024 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[zlatanpham]]></dc:creator>
      <description><![CDATA[A technical case study detailing the implementation of an AI chatbot agent in a project management platform. Learn how the team leveraged LangChain, LangGraph, and GPT-4 to build a multi-agent system using the supervisor-worker pattern.]]></description>
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      <title>Building data pipeline for OGIF transcriber</title>
      <link>https://memo.d.foundation/building-data-pipeline-ogif-transcriber</link>
      <pubDate>Thu, 21 Nov 2024 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[zlatanpham]]></dc:creator>
      <description><![CDATA[A technical case study of creating an automated system that downloads videos, processes audio, and generates transcripts using AI services like Groq and OpenAI.]]></description>
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      <title>Project reports system: a case study</title>
      <link>https://memo.d.foundation/ai-powered-monthly-project-reports</link>
      <pubDate>Thu, 14 Nov 2024 00:00:00 GMT</pubDate>
      <dc:creator><![CDATA[monotykamary]]></dc:creator>
      <description><![CDATA[An in-depth look at Dwarves' monthly Project Reports system - a lean, efficient system that transforms communication data into actionable intelligence for Operations teams. This case study explores how we orchestrate multiple data streams into comprehensive project insights while maintaining enterprise-grade security and cost efficiency.]]></description>
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