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Practical insights on AI, software engineering, cloud, and design — written by the practitioners doing the work.

AI

Building Production-Ready RAG Systems

Retrieval-augmented generation is easy to prototype and hard to productionize. Here's how we approach chunking, evaluation, and guardrails for reliable results.

Aug 20258 min read
Engineering

Why We Choose Next.js for Most Web Projects

A pragmatic look at the trade-offs behind our default web stack — and when we reach for something else.

Jul 20256 min read
DevOps

Cutting Cloud Costs Without Cutting Corners

Right-sizing, autoscaling, and spend visibility strategies that saved our clients up to 40% on their cloud bills.

Jun 20257 min read
Design

Designing for Trust in AI Products

When users interact with AI, transparency and control matter as much as accuracy. Here are the UX patterns we rely on.

May 20255 min read
AI

A Practical Guide to MLOps for Small Teams

You don't need a platform team to run models reliably. These lightweight practices go a long way.

Apr 20259 min read
Engineering

Testing Strategies That Actually Pay Off

Where to invest your testing effort for the highest return, and how to avoid slow, brittle test suites.

Mar 20256 min read

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