Engineering
15 articles
Before you launch that vibe-coded app
You crossed from demo to real users, payments, and production—and the tool that got you here won't flag what breaks under load.
AI Engineering Pods: When they make sense
Product teams need capacity yesterday. Adding engineers isn't the same as adding someone who owns the architecture, context, and release.
Product scaling strategy after traction
Traction exposes a bottleneck, but founders often fix the wrong one first. The sequencing choice shapes the next year of growth.
Engineering excellence strategy
Release confidence rarely breaks in one dramatic outage. It erodes quietly when architecture, QA, and observability fall out of sync with product bets.
Backend development services for startups
Firebase and Supabase carried you to early traction. The moment reporting, compliance, or scale breaks, they stop feeling free.
The hidden costs of vibe-coded products
The first launch feels fast and cheap. Security debt, scaling limits, and rebuilds tend to arrive after real users—and real revenue—are on the line.
Guidelines for structuring ai-optimized software projects
Teams bolt AI onto messy repos and wonder why output quality swings. The project structure was the variable all along.
Scaling startups: Why infrastructure decisions can't wait
Growing startups often still deploy from one laptop. Infrastructure choices that feel early today can become the ceiling that stops scale tomorrow.
AEO: How LLMs find and recommend your business
Your SEO playbook may not reach ChatGPT, Gemini, or Claude. Something shifted in how businesses get discovered—and recommended.
What is scalable MVP architecture?
Founders hear scalable architecture and picture microservices. The startups that move fastest usually choose something simpler.
The MVP lifecycle: When your first version outgrows itself
An MVP ran in production for four years without a single support hour. Then the founder called with a different question.
Code is a commodity. Software engineering is not.
Everyone says AI made software cheap. Most are counting lines of code—not the judgment, risk, and systems work that actually ships products.
Open Source as a business strategy
Most teams treat open source as goodwill. One React Native library showed us it could become a deliberate channel for trust, visibility, and clients.
How to get started in Open Source: A practical guide for developers at any level
Open source looks like an elite club from the outside. In practice, your first contribution may be closer than you think—and smaller than you expect.