Karim Bhalwani Blog
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  • Feb 7, 2026 Beyond the Million-Token Window: Why Context Capacity Isn't Context Intelligence

    RAG defined system design in 2025. In 2026, million-token context windows are shifting the paradigm but scale doesn’t equal reasoning. It amplifies failure modes. Here’s a framework for using large contexts effectively

  • Jan 26, 2026 Procedure Over Intelligence: Building Reliable AI Systems

    Intelligence without systematic workflows is just noise. Learn how Agent Skills encode organizational expertise to make AI agents reliable, reproducible, and trustworthy at scale.

  • Jan 17, 2026 Context Matters When Redacting Health Records for AI Analysis

    Standard PII redaction tools destroy clinical utility. Learn how context-aware recognition preserves healthcare provider names while protecting patient privacy.

  • Jan 8, 2026 Welcome

    A place to build, experiment, and think through problems with data and AI systems.

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