Journal

Thoughts & insights.

Notes on systems design, backend patterns, and lessons learned from building production software.

After building webhook systems that deliver millions of payloads, here are the patterns I keep coming back to.

Features ship and get forgotten. Systems compound. Here's how I approach backend engineering through a systems lens.