// blog

Notes from the engineering floor.

Practical, opinionated writing on software engineering, product design and running a technology studio from the team actually shipping the work.

Close-up of code on a laptop screen
FEATURED · ENGINEERING · 9 MIN READ

Why we stopped recommending microservices to every early-stage client

A look at the real cost of premature architectural complexity and the signals that tell you it's actually time to split the monolith.

Read Article
Team reviewing a product roadmap
PRODUCT · 6 MIN READ

Running a discovery sprint that actually changes your roadmap

A practical breakdown of the discovery process we run before every new engagement.

Digital security concept with lock icon
SECURITY · 5 MIN READ

Five security reviews we run before every production launch

The checklist our engineers work through before any client system goes live.

Code editor with a data pipeline open
AI & DATA · 8 MIN READ

RAG in production: what nobody tells you about retrieval quality

The unglamorous engineering work that determines whether your LLM feature actually works.

Designer sketching UI wireframes
DESIGN · 7 MIN READ

Design systems fail for process reasons, not design reasons

Why most component libraries rot within a year and how to structure ownership so they don't.

Data center server racks
DEVOPS · 6 MIN READ

The on-call runbook that cut our incident response time in half

A practical template for documenting incident response before you need it.

Team collaborating in a bright office space
STUDIO LIFE · 4 MIN READ

Why we still hire senior-only engineering pods

The trade-offs of a small, senior team versus scaling with junior hires.

Business dashboard with charts and metrics
PRODUCT · 5 MIN READ

The one metric we ask every client to define before kickoff

Why "success" needs a number attached before a single screen gets designed.

Developer writing code on a laptop
ENGINEERING · 10 MIN READ

A pragmatic guide to choosing between SQL and NoSQL in 2026

Cutting through the hype to a decision framework you can actually use.

Terminal screen with code representing an AI assistant
AI & DATA · 7 MIN READ

Fine-tuning vs. prompting: a cost-benefit breakdown

When it's actually worth the engineering investment to fine-tune a model.

Mobile app interface mockups on a phone
DESIGN · 6 MIN READ

Designing for one-handed mobile use — a checklist

Thumb zones, tap targets and the small details that make an app feel effortless.

Team collaborating around a table
STUDIO LIFE · 5 MIN READ

What our paid trial-project hiring process actually looks like

Why we pay every candidate for a short real-work sample before making an offer.

Code on a dark screen
ENGINEERING · 8 MIN READ

Feature flags: the single highest-leverage practice we adopted

How decoupling deploy from release changed our incident rate.

Stay in the loop

One email a month. No fluff, just what we're learning.

Engineering deep-dives, product lessons and the occasional hiring update unsubscribe anytime.

Team writing notes during a discussion