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Engineering notes · USA

Notes on building software that lasts

No trend pieces. These are the decisions, trade-offs and patterns our engineers use on real client projects, written for founders and technology leaders who have to live with the results.

Written by
Practising engineers, not marketers
Topics
AI · SaaS · cloud · integration · delivery
Depth
Decisions and trade-offs, with context
Cadence
New article every few weeks

Articles from our engineering team

Each piece comes out of work we have shipped, the reasoning behind an architecture choice, a scoping call, or a cost decision, explained plainly enough to act on.

Three-dimensional AI lettering standing on a printed circuit board
Buyer’s guide · 26 min read

How do AI features affect software development cost?

Learn how AI features affect software development cost through data, model strategy, integrations, evaluation, security, operating costs, and AI ROI.

Read the guide →
Developer sketching a system architecture diagram on a tablet beside a monitor showing code
Buyer’s guide · 28 min read

How is software architecture designed?

Requirements and system boundaries through to components, architecture patterns, service separation, databases, API contracts, security, compliance, cloud, scalability, trade-offs, documentation and reviews.

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Colleague mapping a workflow diagram on a flip chart during a discovery session while a developer works at a laptop
Buyer’s guide · 25 min read

What happens during a software development discovery phase?

Workflows and requirements through to systems, data, integrations, technical feasibility, scope, risks, and the next-step decisions discovery has to support.

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Developer workstation with code editor open, evaluating software development work
Buyer’s guide · 45 min read

How to choose the right software development company

A full evaluation framework, provider types, delivery and AI capability checks, estimate comparison, code and data ownership, vendor lock-in and post-launch support.

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Software development team working together on laptops around a shared table
Buyer’s guide · 28 min read

What does a software development company do?

The full lifecycle explained, discovery, scoping, design, engineering, testing, deployment, AI delivery, ownership and post-launch support, with the team roles and pricing models behind each stage.

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Overhead view of a software developer working across a laptop and two monitors showing application code
Buyer’s guide · 40 min read

How does a software development company work?

The full delivery path: first contact, discovery, scope and feasibility, technical planning, team structure, design, build, testing, integrations, release, production, change control and AI.

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Two developers reviewing application code on a monitor in a shared office
Buyer’s guide · 35 min read

How much does custom software development cost in 2026?

Project ranges by size and complexity, what a $50K, $100K or $250K budget buys, US developer rates, pricing models, costs excluded from quotes, maintenance and how estimates are built.

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Code editor showing application logic on a dark screen
Buyer’s guide · 30 min read

What is custom software development?

What actually makes software custom, when buying or configuring wins instead, how the lifecycle runs, and what cost, ownership and ROI look like once the system is live.

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Reading up before you pick a partner?

These guides come from work we have shipped. If you would rather ask the questions directly, a 30-minute call covers more ground than any article.

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