Technical deep dives, architecture breakdowns, and hard-won lessons from building FinTech platforms and AI automations in production.
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A deep dive into the infrastructure patterns I use to build financial platforms that serve millions — CDK, Lambda, RDS, and the decisions behind each choice.
Most MCP tutorials stop at 'hello world.' Here's how I build agents that handle errors, retry gracefully, and run 24/7 on AWS Lambda.
Step-by-step breakdown of my AI-powered document processing pipeline. Architecture diagram, full code, cost analysis, and deployment guide.
The shift from hourly billing to value-based pricing changed everything. Here's the framework I use and how to make the transition.
When your dashboard takes 30 seconds to load, the answer isn't always more hardware. How I cut query times by 90% with indexing, caching, and query redesign.
Automated testing, multi-environment deployments, rollback strategies, and security scanning — the full pipeline for financial-grade software.
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