Writing

Practical notes on LLM failure modes, orchestration, and reliable agents.

July 28, 2026

Financial Agents: The Company That Built Excel Is Not the Best at Excel?

Microsoft owns the format, the app, the models, and the telemetry — and still lost Excel-agent benchmarks. The reasons distill down to two fundamentals in agent design.

AI agents
agent design
audit automation
LLMs

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December 28, 2025

Albert Einstein Walks Into a Library

Why large language models struggle with complex document analysis, told through an analogy involving a library and an army of Einsteins.

LLMs
audit automation
AI reliability
agents

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