07 / Journal

Thoughts from buildingreal AI systems.

Notes on LLM and RAG systems, MLOps, data engineering and the craft of shipping software that has to keep working.

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Articles published: 21
Topics covered

01 / Latest

Fresh from the desk.

AI AgentsNovember 1, 202610 min read

AI and GaaS for Law Firms: Intake, Documents and Follow-ups

Design law firm automation with agentic AI as a service, connecting client intake, CRM records, scheduling, document review and follow-ups through clear controls.

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02 / All articles

Everything I’vewritten down.

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2 articles of 38

AI AgentsOctober 31, 20269 min read

AI Agents in Production: Architecture, Tools, Memory and Guardrails

AI agents in production need clear tool boundaries, durable state, scoped memory and tested recovery. Build an architecture that makes failures understandable.

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AI AgentsOctober 31, 20269 min read

Multi-Agent Systems with LangGraph: Orchestration Patterns That Scale

Choose multi-agent orchestration patterns by dependency, ownership and failure behavior. Learn how LangGraph state, routing and checkpoints support reliable workflows.

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