Essays & Ideas

IDEAS

Notes from building real systems, testing AI workflows, and learning what holds up once a prototype has to survive contact with reality.

3FeaturedAI SystemsProduct Strategy

What a Team Looks Like When Everyone Has Agents.

As agents take on more of the execution, product teams will need to organize around shared context, faster evidence, and clear human decisions instead of simply adding assistants to today's handoffs.

11 min read·Sep 2026

2AI SystemsAI WorkflowPersonal Projects

Teaching My Family Polish, Three Words at a Time

Every day, three Polish words and a few minutes of practice, so a language spoken by one grandmother becomes normal for a whole family before the next generation arrives.

6 min read·Sep 2026

1AI SystemsAI Workflow

We Were Drowning in AI Content. So We Built Agents to Fix It.

What building a two-agent newsletter system taught me about the gap between demos and real products.

5 min read·Apr 2026