Tag
LLMs
5 essays
Filed under5 filed
What I Learned Building a Document Format from Scratch
I started thinking the hard problem was document parsing. Then format design. Then sync logic. The real challenge was building at the interface between two domains that don't talk to each other.
The Design Decisions Behind an AI-Native Document Format
Processing a Word document through raw OOXML costs 359,706 prompt tokens. Clean markdown costs 106. Five design decisions that make that gap useful without losing formatting.
Why AI Document Workflows Are Broken
Every AI tool that works with documents treats formatting as disposable. For organizations running hundreds of documents through AI editing pipelines, it's a structural cost nobody is tracking.
Making LLMs Work with Your Existing Data Systems: A Technical Leader's Guide to AI Integration
Learn proven strategies for integrating LLMs with enterprise data systems. Practical insights on architecture patterns, data pipelines, and security from hands-on experience.
Building a Custom Action Item Tool: Beyond Microsoft Teams Copilot's Limitations
Teams Copilot struggles with long meetings, 30-day history limits, and inconsistent formatting. Learn how to build a custom Azure solution using durable functions and OpenAI that processes any meeting length with unlimited history and team-specific templates.