Thinking in Systems
Case studies, technical deep dives, and lessons from production.
What Are AI Digital Workers?
An introduction to AI agents that work as digital team members — what they can do, how they're different from chatbots, and why startups are adopting them.
5 Tasks You Should Delegate to AI Agents Today
Stop doing these tasks yourself. Here are five high-impact areas where AI agents can save your team 20+ hours per week.
Building Your First AI Agent Team: A Practical Guide
A step-by-step guide to designing, deploying, and managing a multi-agent AI system for your startup.
Auditing AI-Built Code: What We Found in a Tax Engine
We audited a 5,385-line AI-generated tax planning engine. Here's what we found — and what it cost to fix.
The Hidden Cost of Bad Cron Jobs: A $15M Token/Day Story
A misconfigured HubSpot monitor was burning through 15 million tokens per day. Here's how we found it and what we learned.
Why Your AI Agent's Tests Are Lying to You
Golden tests pass. Production fails. Here's why snapshot-based testing gives you false confidence in AI systems — and what to do instead.