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Practical articles on mobile development, offshore teams, and AI integration — written by the engineers who ship the work.

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Backend DevelopmentFeatured

API Error Handling That Actually Survives Production — Retries, Idempotency, and Timeouts Done Right

Most API resilience code makes outages worse, not better — retry storms, duplicate charges, cascading timeouts. Here are the patterns we actually ship, and the ones we've learned to distrust.

17 July 20268 min read
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AI Integration

AI Agents vs Copilots vs Chatbots — What Founders Actually Mean When They Say 'Add AI'

"Add AI to our product" means three completely different engineering projects depending on which of these you actually want. Here's how to tell them apart before you scope anything.

AIAgentsLLM
15 July 20266 min read
AI Integration

MCP (Model Context Protocol) Explained for Non-AI Engineers

MCP is the thing everyone name-drops in 2026 AI conversations. Here's what it actually standardises, what it doesn't, and when it's worth adopting versus just calling an API directly.

MCPAILLM
15 July 20267 min read
AI Integration

What an AI Coding Agent Actually Costs You in Token Spend at Production Scale

Not a vendor pricing page — real, measured token costs from running AI coding agents against our own production codebases, and the levers that actually move the number.

AILLMCost
15 July 20268 min read
AI Integration

RAG Is Dead, Long Context Windows Won? What We Tell Clients in 2026

Every model now ships a 1M-token context window, and the internet has decided that means retrieval is obsolete. It isn't — here's the honest tradeoff we walk clients through.

RAGAILLM
15 July 20267 min read
Backend Development

HTTP Finally Has a QUERY Method — Here's What RFC 10008 Actually Changes

A new IETF standard gives HTTP a safe, idempotent, cacheable method for complex queries — something GET and POST have never cleanly covered. Here's what it fixes and when to actually use it.

HTTPREST APIAPI Design
14 July 20266 min read
Backend Development

Migrating from Netlify Functions to Firebase: Real Cost, Timeline, and What Broke

We moved our own production backend off Netlify Functions onto Firebase Cloud Functions. Here's the actual timeline, the bugs that shipped, and what we'd do differently.

FirebaseNetlifyCloud Functions
14 July 20269 min read
Mobile Development

React Native vs Flutter in 2026 — Which Should You Choose?

An honest comparison from a studio that has shipped production apps in both. We cover performance, ecosystem, hiring, and when each framework wins.

React NativeFlutterMobile App
10 June 20268 min read
Offshore Development

Hiring an Offshore Software Team from Australia — What Actually Works

Most offshore engagements fail not because of skill gaps but because of process gaps. Here's the framework we use with our Australian clients to make it work.

OffshoreAustraliaSoftware Development
15 May 20266 min read
Product Strategy

How Much Does It Cost to Build a SaaS MVP in 2026?

A transparent breakdown of what a SaaS MVP actually costs — from discovery to launch — based on real projects we've delivered for founders in the US and Australia.

SaaSMVPCost
20 June 20267 min read
Backend Development

Node.js vs Serverless — Which Backend Should You Pick in 2026?

Serverless promised to kill traditional servers. It didn't. Here's when to use each, based on what we've learned running both in production.

Node.jsServerlessAWS Lambda
5 June 20266 min read
Security

Web App Security Checklist for SaaS Founders (2026)

The security issues that get SaaS startups breached aren't exotic zero-days — they're boring, preventable mistakes. Here's the checklist we run on every product we ship.

SecuritySaaSOWASP
28 May 20268 min read
AI Integration

How to Add AI to Your Existing Software Without Starting Over

LLMs and AI features don't require a rewrite. Here's the practical integration playbook we use to add AI capabilities to production codebases.

AILLMOpenAI
8 April 20267 min read
Web Platform

The Shared Storage API — A Privacy-Preserving Way to Do Cross-Site Storage

Third-party cookies are going away and most teams have no replacement for frequency capping, A/B testing, or aggregate reporting across sites. Here's what the Shared Storage API actually does.

Shared Storage APIPrivacy SandboxWeb Platform
15 July 20267 min read
Web Platform

Speculation Rules API: The Declarative Way to Make Navigations Feel Instant

Every click still costs 200-800ms of blank-screen time. The Speculation Rules API lets browsers prerender the next page before the click happens — here's what it does and where it goes wrong.

Speculation Rules APIPerformancePrerendering
15 July 20266 min read
AI Integration

Why 80% of AI Pilots Still Fail in 2026 — and What the 6% Who Win Do Differently

Most enterprises now use AI somewhere - almost none see real returns from it. The gap isn't the model. It's that the AI sits next to the workflow instead of inside it.

AIEnterpriseROI
16 July 20267 min read

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