Blog

Engineering insights & lessons

Practical knowledge from building production software. AI engineering, web development, architecture decisions, and lessons learned from real client projects.

FeaturedAI Engineering

What we learned building production RAG applications

After shipping TrueParse and multiple client RAG systems, here are the real lessons — from chunking strategies that actually work to the retrieval pitfalls nobody warns you about.

8 min read
Coming soon
Web Development

Next.js at scale: lessons from 5 years of production apps

How we structure Next.js projects for maintainability, the routing patterns that saved us, and why we moved away from certain popular conventions.

6 min read
Coming soon
Mobile Development

Flutter vs React Native in 2025: our honest take after building with both

We've shipped production apps with both Flutter and React Native. Here's when we recommend each — and it's not what most comparison articles will tell you.

7 min read
Coming soon
AI Engineering

How TrueParse achieves 95%+ accuracy on document extraction

A deep dive into our AI document processing pipeline — from layout detection to structured output generation. The architecture behind TrueParse explained.

10 min read
Coming soon
Architecture

Monolith first: why we stopped recommending microservices to startups

After watching multiple early-stage clients struggle with premature microservices, we changed our default recommendation. Here's the pragmatic architecture playbook we follow now.

5 min read
Coming soon
Company

How we maintain a 10-year client relationship in software consulting

Our longest client partnership has lasted over a decade. The secret isn't just good code — it's radical transparency, honest estimates, and knowing when to say no.

4 min read
Coming soon

Stay in the loop

We publish engineering insights and AI tutorials monthly. No spam, unsubscribe anytime.

Newsletter launching soon