Writing
Notes on what broke, what I changed, and what generalized past the specific problem.
engineering
The 3 AM Alert That Taught Me About Monitoring
Atreus went silent for nine hours and every metric I was tracking still said the system was healthy. Here's the dead man's switch I built so silence gets caught instead of missed.
Read post2 min read
engineering
I Built a Multi-Agent System So I'd Stop Being the Bottleneck
The work wasn't hard. The babysitting was the cost. Here's what I built to remove myself as the bottleneck, and the failure that shaped how I think about agent reliability.
Read post4 min read
marketing
When Email at Scale Stops Working
Open rates don't fall off a cliff because of bad subject lines. They fall because the list outgrew the strategy. Here's what actually breaks when you're sending email at scale, and what it takes to fix it.
Read post7 min read