Insights

Writing

Notes for teams shipping in production.

Long-form posts on architecture, automation, and running software in the real world.

How AI Is Transforming Custom Software Development

From coding assistants to retrieval-grounded features—what’s hype, what’s real, and how to ship safely.

Practical patterns for early-stage teams: boundaries, deploy pipelines, and what to postpone until you have real traffic.

If your team is drowning in manual handoffs, spreadsheets, and copy-paste between tools, automation is probably overdue.