Lessons from the trenches.
Deep technical dives from someone who runs AI systems in production — not tutorials, not hot takes. Architecture breakdowns and hard-won lessons from building at scale.
- In progressArchitecture
How I Architect Cloud-Native FinTech Platforms on AWS
12 min - In progressAI · MCP
Building MCP Agents That Actually Work in Production
10 min - In progressAutomation
The $12/mo Document Processor: Claude API + Lambda + S3
8 min - In progressBusiness
Why I Stopped Charging by the Hour
7 min - In progressPerformance
Optimizing 2M+ Record Queries Without Bigger Instances
9 min - In progressDevOps
My Full CI/CD Setup for FinTech: Push to Production
11 min
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