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Ideas, process, and notes on AI, product work, and building systems.

Operations, Not Replacements: CQRS Reducers for Agent State

When your agent's state gets complex, full replacements break. Learn how to use incremental operations with CQRS reducers in LangGraph.

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Mar 28, 2026 AI / Panama / Implementation / Teams

How to Choose an AI Developer in Panama for Your Company

What to actually look for when evaluating an AI developer in Panama: technical judgment, systems thinking, context, evaluation, and the ability to ground implementation.

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Oct 15, 2025 AI / Architecture / TS / LangChain

Key Concepts for Implementing Memory in AI Agents

An introductory explanation of the concepts to consider when implementing short-term and long-term memory in agents.

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Jan 19, 2025 AI / Business / Panama / LangChain / Implementation

How to Implement AI Agents in Your Company

Practical guide with local use cases, recommended tools, and implementation strategies specific to the Panamanian market.

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