Engineering Blog

Research, architecture, and experience building complex products

How AI Changed the Cost of Software Development: A View from a Team That Uses It Daily
AI Project Management Engineering

How AI Changed the Cost of Software Development: A View from a Team That Uses It Daily

How AI tools actually affect project costs and timelines in 2026. Agents, orchestration, economics — with real numbers and examples from 13 years of building complex systems.

Quantum Agile: Building Products When Everything Is Uncertain
Project Management MedTech Engineering

Quantum Agile: Building Products When Everything Is Uncertain

When the plan breaks every week: how we shipped a MedTech product while requirements, market, platform, and the domain itself were changing simultaneously. Principles over plans, Cynefin, and honest work with uncertainty.

BLE Firmware for IoT: What You Need to Know Before You Start
IoT Embedded Engineering

BLE Firmware for IoT: What You Need to Know Before You Start

BLE Central firmware for IoT — architecture, risks, and cost. A real medical device project: 470,000 log lines and bugs that only live in the field.

How to Choose a Software Development Contractor — A 6-Step Process
Expertise Project Management

How to Choose a Software Development Contractor — A 6-Step Process

A battle-tested process for selecting an IT contractor: from requirements to trial contract. How to compare proposals, spot red flags in estimates, and avoid overpaying.

AI Brain Diagnostics in Two Minutes: QA Platform and Brainify.ai at World Health Expo Dubai 2026
MedTech AI Event

AI Brain Diagnostics in Two Minutes: QA Platform and Brainify.ai at World Health Expo Dubai 2026

The joint solution by QA Platform and Brainify.ai for AI-powered EEG analysis was presented at the largest medical expo in the Middle East. Over four days — more than 80 real-time diagnostic sessions.

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