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Thoughts on AI, backend systems, frontend engineering, and building software products.
Building SaaS Products: The Architecture Decisions That Compound
Early SaaS architecture decisions are hard to reverse. Here are the ones to get right before your first customer.
8 min readAI in Business Automation: Where It Actually Pays Off
Not every task needs a language model. Here's how to identify the automation opportunities that create real business value.
6 min readNext.js Best Practices for Production Applications
The defaults get you running. These practices keep you sane as the application grows.
7 min readSpring Boot Best Practices for Production APIs
What changes when you move a Spring Boot service from a tutorial to a system handling real production traffic.
7 min readAI Agents for Modern Businesses: Beyond Chatbots
Chatbots answer questions. Agents take actions. Here's what agentic AI looks like in real business systems.
7 min readMVP Development: Scope It Right the First Time
The failure mode of most MVPs isn't building too little — it's building the wrong things.
6 min readMicroservices Architecture: When It Helps and When It Hurts
Microservices solve distribution problems, not complexity problems. Most startups shouldn't start there.
8 min readLLM Applications in Production: What Nobody Tells You
Language models are easy to demo and hard to productionize. Here are the problems you'll hit and how to handle them.
8 min readReact Performance Optimization: Fixing the Right Things
Most React performance problems aren't caused by missing memoization. Here's where to actually look.
6 min readCloud Architecture for Startups: Start Simple, Scale Right
You don't need Kubernetes on day one. Here's how to architect for growth without over-engineering.
7 min readDesigning Scalable APIs: Principles That Hold Up
API decisions are expensive to reverse. Here are the principles worth getting right before you have users.
6 min readBuilding AI Products That Users Actually Trust
User trust in AI products is earned through transparency and reliability, not just impressive demos.
5 min readCI/CD That Actually Works: Principles for Sustainable Pipelines
A CI/CD pipeline that takes 40 minutes will eventually be skipped. Fast feedback is the whole point.
6 min readEvent-Driven Systems: Practical Patterns and Trade-offs
Events decouple services and improve resilience — but they also move complexity to new places. Here's what to plan for.
7 min readModern UI/UX Principles That Actually Matter
Good UI/UX isn't about trends. It's about reducing friction and communicating clearly.
5 min readSoftware Architecture: The Decisions That Are Hard to Reverse
Architecture is the decisions that are expensive to change later. Here's which ones to take seriously early.
7 min readDatabase Optimization: Beyond Adding Indexes
Most database performance problems are not index problems. Here's where the real bottlenecks usually live.
6 min readAuthentication & Authorization: Getting the Fundamentals Right
Most auth bugs aren't in the JWT implementation. They're in the authorization logic around it.
7 min readStartup Engineering: How to Build Fast Without Building Badly
Speed and quality aren't opposites — but cutting the wrong corners creates technical debt that slows you down permanently.
6 min readWhy Fixed Pricing Beats Hourly for Startups
How fixed-scope projects reduce risk and make budgeting predictable for early-stage teams.
4 min readBuilding Without Middlemen: Direct Developer Engagement
What changes when you work directly with builders instead of account managers.
5 min readFrom Brief to Launch: Our Process in Practice
A walkthrough of discovery, scope, design, and delivery — with no scope creep.
6 min read