Insights From The CTO

Here’s what works and what doesn’t from someone who builds it!

Whiteboard sketch of an AI agent architecture with model, tools, and memory

Why the AI Tool You Bought Is Not Being Used

September 12, 2026

A textile worker in a factory folds products surrounded by industrial machines.

Sending Each Request to the Right Model, and Copin…

September 12, 2026

Developer inspecting agent logs to trace a failed tool call

What Your AI Agent Should and Should Not Be Allowe…

September 11, 2026

Terminal showing agent tool call logs used to reconstruct a failed run

Forecasting Demand With AI Without Fooling Yoursel…

September 11, 2026

Reviewing a failed automation run and its error report

Treating Prompts Like Code, Because They Are

September 10, 2026

Monitoring automated workflow runs and failure alerts

Pulling Structured Data Out of Documents That Were…

September 10, 2026

Reviewing automation logic as code in version control

Knowing What Your AI System Did, and Why

September 9, 2026

Designing an integration between systems instead of automating the interface

Questions Worth Asking an AI Vendor Before You Sig…

September 9, 2026

Tracking token usage and cost per operation

Getting a Model to Return Something Your Code Can …

September 8, 2026