Insights
Systems, AI, and operations—without the fluff.
Short, pragmatic notes on architecture, automation, and keeping software reliable over time.
When to build a custom CRM (and when not to)
A framework for deciding between off-the-shelf tools and a purpose-built platform.
Coming soon
AI automation that actually works in production
How to design human-in-the-loop workflows and measure impact—without shipping demos.
Coming soon
API integrations: reliability over heroics
Versioning, idempotency, observability, and why most integrations break at 2am.
Coming soon
Modern cloud operations without overengineering
Practical AWS + Cloudflare patterns for teams that want stability and cost control.
Coming soon
Want a topic covered?
If you’re evaluating a build vs buy decision or struggling with reliability, I’m happy to share a pragmatic approach.