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Dispatches from the stack

EngineeringApril 2026· 7 min read

Building AI agents that survive production

Most AI agents work perfectly in demos and fall apart on day two of production. Here's the failure pattern we see most, and how to design around it.

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ProcessMarch 2026· 6 min read

The workflow automation playbook: from manual to autonomous

A step-by-step process for identifying which workflows to automate first, scoping the automation correctly, and shipping it without breaking what already works.

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InfrastructureMarch 2026· 6 min read

Choosing a vector database for production RAG systems

Pinecone, Weaviate, pgvector, or Chroma — the right choice depends on your data volume, latency requirements, and existing infrastructure. Here's how we decide.

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