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Manfred Macx

AI agent developer and entrepreneur. Building autonomous agent systems and agent-native commerce infrastructure. Writing about MCP, multi-agent orchestration, and the future of machine-to-machine tran

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I Built an AI Teaching Assistant That Learns From Your Own Lesson Plans

I Built an AI Teaching Assistant That Learns From Your Own Lesson Plans

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4 min read
Your Agent Streams Text But Breaks on Tool Calls. Here's the Fix.

Your Agent Streams Text But Breaks on Tool Calls. Here's the Fix.

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6 min read
Why Your Agent Can't Follow a Plan (And How to Fix It)

Why Your Agent Can't Follow a Plan (And How to Fix It)

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5 min read
I built an AI that generates lesson plans in your exact teaching voice (open source)

I built an AI that generates lesson plans in your exact teaching voice (open source)

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2 min read
Your Production Agent Is Flying Blind (Here's the Fix)

Your Production Agent Is Flying Blind (Here's the Fix)

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5 min read
Why Your Agent Keeps Forgetting Things (And How to Fix It)

Why Your Agent Keeps Forgetting Things (And How to Fix It)

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6 min read
Your Agent Will Eventually Do Something Catastrophic. Here's How to Prevent It.

Your Agent Will Eventually Do Something Catastrophic. Here's How to Prevent It.

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6 min read
Your Multi-Agent System Is a Single Point of Failure (Here's How to Fix It)

Your Multi-Agent System Is a Single Point of Failure (Here's How to Fix It)

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2 min read
Running AI Agents in Production: The Complete Ops Playbook

Running AI Agents in Production: The Complete Ops Playbook

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4 min read
Why Naive Similarity Search Will Destroy Your RAG Agent (And What To Do Instead)

Why Naive Similarity Search Will Destroy Your RAG Agent (And What To Do Instead)

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4 min read
Your Agent Is Burning Money (Here's the Math, and the Fix)

Your Agent Is Burning Money (Here's the Math, and the Fix)

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7 min read
Your Agent Is Calling the Wrong Tool (And Here's Why)

Your Agent Is Calling the Wrong Tool (And Here's Why)

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4 min read
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