In-Depth Guides From
Production Experience
Practical, opinionated whitepapers on AI engineering, architecture, security, and scaling — written by the team that ships it.
The AI-First Engineering Playbook
How to take LLM features from demo to production: architecture patterns, evaluation, cost control, and guardrails that hold up under real traffic.
Microservices vs Modular Monolith: A Decision Framework
A pragmatic framework for choosing your architecture — team size, domain boundaries, deployment cadence, and the migration paths between both.
The Startup MVP Blueprint: Idea to Launch in 8 Weeks
The sprint-by-sprint delivery plan we use with founders: scoping the true MVP, tech stack defaults, and the metrics that matter at launch.
Security & Compliance Checklist for SaaS Teams
A SOC 2-oriented checklist covering auth, data handling, infrastructure hardening, and audit readiness — with implementation notes per control.
Cloud Cost Optimization Without Slowing Delivery
Where cloud spend actually leaks — rightsizing, storage tiers, egress, and CI — and the monitoring setup that keeps costs visible per team.
Scaling Fintech Systems: Payments, Ledgers & Compliance
Design patterns for money movement at scale: idempotent payments, double-entry ledgers, reconciliation, and staying compliant while shipping fast.