Resources

Ideas grounded in practice.

Engineering perspectives, strategic thinking, and lessons from bringing AI into real workflows.

Building Resilient RAG Pipelines

Document retrieval, knowledge foundations, and the engineering behind dependable answers.

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The Cost of Context Windows

Prompt lengths, token budgets, and practical tradeoffs in high-throughput environments.

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Agents in the Cloud

Deploying data processing workflows securely while retaining meaningful human oversight.

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