Insights

Insights on Software, AI and Product Engineering

Plain-spoken writing from the engineers who build and run software for a living.

A reviewer compares printed documents and a cost estimate.

Modernization13 November 20268 min read

Code audit cost: what affects the price and how to pay less

Code audit cost explained: what drives the price (size, languages, platforms, depth), fixed price vs hourly, what a cheap audit misses, and how to scope one.

Two phones display matching app interfaces against contrasting backgrounds.

Mobile apps12 November 20268 min read

Flutter vs React Native for business apps: a non-technical guide

Flutter vs React Native for business apps, explained without jargon: which suits forms-and-data apps, hiring and takeover risk, cost, upkeep and a checklist.

A receptionist demonstrates a patient portal on a tablet.

Healthcare11 November 20269 min read

Patient portal development cost for a small clinic, explained

Patient portal development cost for a private clinic: what a portal includes, the scope levers that move the price, EHR-tethered vs custom, and a phased plan.

A distributed team meets on a video call.

Hiring developers10 November 20269 min read

How to hire developers in India: a guide for UK and US companies

How to hire developers in India from the UK or US: engagement models, time-zone overlap, quality signals, IP and NDA clauses, and what a quote should include.

A notebook and microphone sit on a conference table.

Hiring developers9 November 20267 min read

Ten questions to ask a software development company before you sign

Questions to ask a software development company before you sign: ten that surface process, IP, code access, support and references, and how to read the answers.

An adding machine sits beside a translucent speech bubble on rust-colored paper.

Generative AI8 November 20268 min read

Custom AI chatbot development cost: what you pay for and why

Custom AI chatbot development cost explained: the three kinds of bot, what moves the build price, the running costs quotes leave out, and when SaaS is cheaper.

A vendor packs handmade goods beside a tablet displaying an online storefront.

Web apps7 November 20268 min read

Marketplace website development cost: what drives it and how long it takes

Marketplace website development cost explained: why two-sided builds cost more, what an MVP includes, payouts, moderation and how long it takes to launch.

What are you trying to learn?. Proof of concept: Can it work?; Prototype: Can people use it?; MVP: Will people use it?.

MVP & SaaS6 November 20268 min read

MVP vs prototype vs proof of concept: which one you need first

MVP vs prototype vs proof of concept: what each one proves, what it costs you in time, which one fits your stage, and what to ask a vendor to build.

A kitchen order display sits beside printed tickets at the pass.

Restaurant technology5 November 20268 min read

Kitchen display system vs printer: which should your kitchen use?

Kitchen display system vs printer: where paper tickets fail in a rush, what a KDS does differently, the real cost including the tablet, and when to keep both.

An engineer traces a code path across printed sheets with a blue pencil.

Modernization4 November 20268 min read

What is a code audit, and what does it actually cover?

What is a code audit? What it checks (architecture, security, tests, dependencies, documentation), what the report should contain, and when to get one.

A restaurant owner checks a tablet beside paper takeout bags at the counter.

Restaurant technology3 November 20269 min read

Your Busiest Night Should Not Be Your Most Expensive One

Zero commission restaurant ordering explained: how per-order fees eat margin on busy nights, why flat per-venue pricing helps, and what to check first.

A laptop and smartphone display the same travel booking interface against a blue backdrop.

Custom software3 November 20268 min read

Web App or Mobile App First? How to Decide

Web app vs mobile app: compare reach, device features, app store review, update speed, offline use and cost, and see where PWAs and cross-platform apps fit.

A hand pulls an index card from a wooden library card catalog.

Generative AI3 November 20267 min read

RAG vs Fine-Tuning: How to Put Your Own Data Into an LLM

RAG vs fine-tuning, explained plainly: how each puts your company data into an LLM, a side-by-side comparison, when to combine them and how to test answers.

A diner scans a QR code beside an orange drink at an outdoor cafe.

Restaurant technology3 November 20269 min read

Scan, Order, Eat: What a Good QR Ordering System Actually Does

How a QR code ordering system works in a restaurant, from the guest's phone to the kitchen display, plus a buyer's checklist and the mistakes to avoid.

Two founders test a tablet prototype in a sunlit garage workshop.

MVP & SaaS3 November 20269 min read

Your MVP Should Be Small, Not Broken

MVP development, step by step: find your riskiest assumption, cut scope to must-haves, build the production basics, then launch, measure and iterate.

Four stages of app development from defining scope to launch.

Mobile apps3 November 20268 min read

How long does app development take? A timeline by phase

How long does app development take? A phase-by-phase app development timeline, what stretches it (approvals, integrations, store review) and how to shorten it.

Two engineers discuss a code change in front of a monitor in a black-and-white photograph.

AI-generated code3 November 20268 min read

Your AI-Built App Is Breaking. Refactor It or Rebuild It?

How to fix AI-generated code: an audit checklist, the real signals for refactor vs rebuild, a decision table, and what to repair first in a vibe coded app.

An overhead view of a team reviewing a contract around an oval boardroom table.

Engagement models3 November 20268 min read

Fixed Price, Time & Material or a Dedicated Team? How to Choose

Fixed price vs time and material vs a dedicated team: how each engagement model works, who carries the risk, a side-by-side table and which to choose when.

A calculator, printed estimate, pen, and laptop sit on a desk in natural light.

Custom software3 November 20269 min read

What Custom Software Really Costs, and How to Check a Quote

Custom software development cost explained: what really drives it, how to read and compare estimates, and how to cut cost without cutting the wrong corners.

Parcels move along a warehouse conveyor near an operator with a handheld scanner.

AI agents3 November 20269 min read

AI Agents for Business: Real Use Cases That Pay Off

AI agents for business, explained plainly: what an agent is, the use cases that pay off, where they do not, the guardrails you need and how to pilot one.

A technician works on a server rack in a blue-lit data center aisle.

Generative AI3 November 20267 min read

You Don't Need a New Platform to Use AI. You Need One Good Job for It.

How to add AI to existing software without rebuilding it: pick one job, choose where it plugs in, settle data and privacy, control cost, and roll out safely.

A stock clerk scans an item in a warehouse aisle.

Retail & eCommerce2 November 20268 min read

Custom inventory management software vs off the shelf: when to build

Custom inventory management software vs off the shelf: where packaged tools work, the five needs that push retailers to build, the cost to own, and a scorecard.

A remote specialist joins a team planning session on a wall-mounted screen.

Engagement models1 November 20268 min read

Staff augmentation vs outsourcing vs in-house: which model fits you

Staff augmentation vs outsourcing vs in-house hiring: who manages the work, who keeps control, what each costs you in management time, and a decision table.

A paper brief, pencil, and sketches sit on a wooden desk.

Custom software31 October 20269 min read

How to write a software project brief that gets you accurate quotes

How to write a software project brief in one page: the problem, the users, must-have features, constraints and budget, so every vendor quotes the same job.

Archive boxes, a server drive, and a calculator form a still life.

Generative AI30 October 20267 min read

RAG system development cost: what you pay to build and to run

RAG system development cost explained: where the build budget goes, what it costs each month to run, why data preparation dominates and how to spend less.

A laptop displaying a metrics dashboard sits beside a calculator on a blue backdrop.

MVP & SaaS29 October 20267 min read

SaaS dashboard development cost: what moves the number

SaaS dashboard development cost explained: what a dashboard includes, what moves the price, design-only vs full build, running costs and how to read a quote.

A foam and electronics prototype sits beside cost notes on a workbench.

MVP & SaaS28 October 20267 min read

MVP development cost: what you are actually paying for

MVP development cost explained: what a quote contains, the drivers that move the price, no-code vs custom, team model, hidden costs and how to compare quotes.

A restaurant point-of-sale terminal, card reader, and receipt printer sit on a counter.

Restaurant technology27 October 20268 min read

Restaurant POS system cost: the three bills behind the price

Restaurant POS system cost explained: hardware, software and card processing, why fees outgrow the subscription, and what to ask any vendor before you sign.

Three modernization paths showing rehosting, refactoring, and rewriting.

Modernization26 October 20268 min read

Legacy software modernization options: rehost, refactor or rewrite

Legacy software modernization options explained: what rehost, replatform, refactor and rewrite change, a decision table by symptom, and what to ask a vendor.

A payment card and a phone at checkout against a purple backdrop.

Mobile apps25 October 20268 min read

Payment gateway integration cost for a mobile app: the full bill

Payment gateway integration cost for a mobile app, split into build cost, per-transaction fees, chargebacks, currency and PCI scope, plus how to read a quote.

A merchant works on an online storefront amid colorful fabric samples.

Retail & eCommerce24 October 20268 min read

Custom ecommerce platform vs Shopify: when building beats bending

Custom ecommerce platform vs Shopify: the signs Shopify is costing more than it saves, what a custom build includes, the headless middle path and a checklist.

An engineering team works together in a sunlit studio.

Engagement models23 October 20268 min read

The dedicated development team model explained for buyers

The dedicated development team model explained: how it works, how it differs from staff augmentation and extended teams, when it fits and what you still own.

A business owner compares software options at a shop counter.

Custom software22 October 20268 min read

Custom software vs off-the-shelf: a test small businesses can run

Custom software vs off-the-shelf for a small business: a test for whether your process is genuinely unique, the three-year cost view, and a decision table.

A calculator and paperwork on a desk under warm light.

AI agents21 October 20268 min read

AI agent development cost: what drives the quote and the monthly bill

AI agent development cost explained: what pushes a quote up, how build cost differs from monthly running cost, and how to compare two agent quotes line by line.

A hand replaces a red network cable amid rows of connections on a server patch panel.

Engineering process4 August 20268 min read

Every "Small Change" Has a Story

"Can you just add one small feature?" Why a change that looks tiny from outside is rarely small in the code — and what keeps software easy to change.

An engineer studies a production alert on two monitors beside a rain-streaked window.

AI-generated code4 August 202612 min read

Vibe Coding Works on Day 1. Here's What Breaks by Day 30.

AI-generated code ships fast, then stops scaling. Why vibe-coded apps break in production, the seven failures we see most, and how to prevent them.

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What we write about

Why We Write

We write about the questions clients ask us most: what custom software really costs, when AI agents are worth building, how to tell whether an AI-generated codebase can be saved, and how to keep software easy to change as it grows. Each article is written by the engineers who do the work.

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