https://actualcode.co.uk/ Real-world coding for UK developers en Wed, 04 Nov 2026 08:16:36 GMT https://actualcode.co.uk/three-pound-droplet-fragile-uk-infrastructure/ https://actualcode.co.uk/three-pound-droplet-fragile-uk-infrastructure/ Somewhere in Britain, a booking system serving thousands of customers a month is running on a VPS that costs less than a meal deal and a coffee. We look at how these tiny setups survive, why they fall over, and when upgrading is actually worth the money. Actual Code Code Quality Wed, 04 Nov 2026 08:04:06 GMT https://actualcode.co.uk/sprint-ceremony-costs-napkin-audit/ https://actualcode.co.uk/sprint-ceremony-costs-napkin-audit/ Standups, refinements, retros and async check-ins have quietly become the most expensive line item on a UK dev team's books. Here's how to work out what your calendar actually costs — in hours and in pounds — and a blunt playbook for cutting it back. Actual Code Code Quality Wed, 04 Nov 2026 04:03:50 GMT https://actualcode.co.uk/five-years-on-apprentice-bootcamp-cs-degree/ https://actualcode.co.uk/five-years-on-apprentice-bootcamp-cs-degree/ We tracked three developers who entered the industry in 2019 via three very different routes — a degree apprenticeship in Sheffield, a self-funded bootcamp in Manchester, and a CS degree from a Russell Group university. Five years later, the salary gaps, confidence gaps and hiring biases tell a story the prospectuses don't. Actual Code Careers Tue, 03 Nov 2026 16:04:17 GMT https://actualcode.co.uk/single-point-of-failure-knowledge-trap-survival-guide/ https://actualcode.co.uk/single-point-of-failure-knowledge-trap-survival-guide/ Plenty of British small firms run their entire payment stack on one contractor's memory — and everything's fine until the Thursday he doesn't turn up. We spoke to teams who lived through a resignation and came back with a playbook for getting that knowledge out of one head and into the repo. Actual Code Code Quality Tue, 03 Nov 2026 12:03:37 GMT https://actualcode.co.uk/brownfield-first-thirty-days-field-manual/ https://actualcode.co.uk/brownfield-first-thirty-days-field-manual/ You've inherited a legacy system with no docs, a vanished original author, and a client who refers to it only as 'the system'. Before you suggest anything drastic, here's how to spend your first month mapping the terrain, building a safety net, and keeping the rewrite conversation firmly off the table. Actual Code Code Quality Mon, 02 Nov 2026 16:07:25 GMT https://actualcode.co.uk/failing-gracefully-national-rail-lessons/ https://actualcode.co.uk/failing-gracefully-national-rail-lessons/ UK transport systems fail in public every single day, yet somehow the country keeps moving. We dig into the patterns behind TfL's open data and National Rail's delay feeds to find out what developers can steal for their own error handling. Actual Code Code Quality Mon, 02 Nov 2026 08:05:04 GMT https://actualcode.co.uk/agency-went-remote-by-mistake-mentoring/ https://actualcode.co.uk/agency-went-remote-by-mistake-mentoring/ When a Leeds software agency shrank its office to save money, it didn't plan to become remote-first — it just sort of happened. Eighteen months on, the gains are real, but so is the bill nobody invoiced for: lost over-the-shoulder debugging, slower juniors, and onboarding done entirely through a screen. Actual Code Careers Mon, 02 Nov 2026 04:05:00 GMT https://actualcode.co.uk/freelancers-week-diary-scope-creep-sunday-call/ https://actualcode.co.uk/freelancers-week-diary-scope-creep-sunday-call/ One freelance developer, five working days, and a blow-by-blow account of how a tidy Monday plan dissolves into unpaid Friday extras — plus the Sunday evening emergency nobody budgeted for. What it says about day rates, boundaries, and the contract clause you skimmed past. Actual Code Careers Sun, 01 Nov 2026 20:04:43 GMT https://actualcode.co.uk/friday-live-migration-ecommerce-cloud-postmortem/ https://actualcode.co.uk/friday-live-migration-ecommerce-cloud-postmortem/ Two developers, one on-prem shop and a self-imposed deadline of 5pm on a Friday. We reconstruct the migration hour by hour — the decisions, the rollbacks and the untested backup restore that nearly made it all irrelevant. Actual Code Code Quality Sun, 01 Nov 2026 16:04:48 GMT https://actualcode.co.uk/in-defence-of-the-spreadsheet-excel-might-not-need-saving/ https://actualcode.co.uk/in-defence-of-the-spreadsheet-excel-might-not-need-saving/ Developers love to sneer at spreadsheets, but most of the UK's small businesses would collapse overnight without them. Before you pitch the rebuild, here's how to tell the harmless Excel habit from the genuinely dangerous one — and when code actually earns its keep. Actual Code Code Quality Sun, 01 Nov 2026 00:08:19 GMT https://actualcode.co.uk/developer-pay-hull-vs-california-take-home/ https://actualcode.co.uk/developer-pay-hull-vs-california-take-home/ That viral tweet comparing a Silicon Valley package to a Leeds salary skips a few steps — like tax, rent and the actual hours involved. We run the numbers on real take-home pay for UK devs at every stage, from first junior role to IR35-wrapped contracting. Actual Code Careers Sat, 31 Oct 2026 08:06:18 GMT https://actualcode.co.uk/leaked-api-key-manchester-startup-incident/ https://actualcode.co.uk/leaked-api-key-manchester-startup-incident/ One hardcoded cloud key, one public repo, and a £4,000 bill racked up over a long weekend. We reconstruct the incident step by step — and give you the checklist that would have stopped it before lunch. Actual Code Code Quality Sat, 31 Oct 2026 00:06:43 GMT https://actualcode.co.uk/feature-flags-fear-and-the-four-oclock-rule/ https://actualcode.co.uk/feature-flags-fear-and-the-four-oclock-rule/ The Friday deploy ban is fading, but what's replaced it says a lot about team size, not fashion. We look at how UK teams of different shapes actually release software, and offer a no-nonsense framework for picking a cadence that suits you. Actual Code Code Quality Fri, 30 Oct 2026 08:03:42 GMT https://actualcode.co.uk/lore-of-the-codebase-unwritten-team-rules/ https://actualcode.co.uk/lore-of-the-codebase-unwritten-team-rules/ Every dev team runs on a shadow constitution: don't deploy Fridays, don't touch the billing module before a standup, and whatever you do, ask Dave about the spreadsheet. These unwritten rules aren't superstition — they're documentation nobody wrote down. Here's how to capture them before Dave takes them to Manchester. Actual Code Code Quality Thu, 29 Oct 2026 20:04:45 GMT https://actualcode.co.uk/real-cost-of-a-bad-deploy-uk-sme/ https://actualcode.co.uk/real-cost-of-a-bad-deploy-uk-sme/ We spoke to IT managers and developers at UK SMEs to put actual pound signs on failed deployments — lost revenue, breached SLAs, and the Tuesday afternoon your whole team spent firefighting. Use our back-of-napkin calculator to make the case for proper CI/CD to your boss. Actual Code Code Quality Thu, 29 Oct 2026 08:09:59 GMT https://actualcode.co.uk/legacy-systems-powering-uk-services/ https://actualcode.co.uk/legacy-systems-powering-uk-services/ COBOL mainframes, VB6 booking screens and fax machines are still quietly keeping Britain running — and honestly, some of them are doing a better job than their modern replacements would. A tour of the systems that refuse to die, and what it would take to finally retire them. Actual Code Careers Thu, 29 Oct 2026 08:09:59 GMT https://actualcode.co.uk/legacy-database-gdpr-incident-waiting/ https://actualcode.co.uk/legacy-database-gdpr-incident-waiting/ Most UK SMEs don't have a data protection problem — they have a data archaeology problem. Here's how to dig through ageing codebases for personal data landmines without stalling the product roadmap. Actual Code Code Quality Thu, 29 Oct 2026 04:08:52 GMT https://actualcode.co.uk/bank-holiday-deploys-stop-it/ https://actualcode.co.uk/bank-holiday-deploys-stop-it/ The Friday-before-a-long-weekend deploy is a peculiarly British ritual, and it ends the same way every time: one engineer, a pub garden, and a laptop balanced on their knees. It's time to retire it. Actual Code Careers Thu, 29 Oct 2026 04:08:52 GMT https://actualcode.co.uk/postman-returns-200-production-chaos/ https://actualcode.co.uk/postman-returns-200-production-chaos/ Your API passes every test in Postman, then falls over the moment a real user on a Northern line train with two bars of 4G tries to check out. Here's how to build a local environment that actually resembles production — contract tests, traffic replay and all. Actual Code Code Quality Thu, 29 Oct 2026 00:10:54 GMT https://actualcode.co.uk/legacy-rails-app-no-rewrite-field-guide/ https://actualcode.co.uk/legacy-rails-app-no-rewrite-field-guide/ The greenfield rewrite is the most seductive lie in software, and UK businesses keep falling for it. For developers keeping ageing Rails systems alive in finance, retail and the public sector, here's the case for strangling the old beast slowly — and getting the budget holders on side. Actual Code Careers Thu, 29 Oct 2026 00:10:54 GMT https://actualcode.co.uk/pragmatic-testing-strategies-busy-developers-uk/ https://actualcode.co.uk/pragmatic-testing-strategies-busy-developers-uk/ You already know tests are good. What you don't have is a spare afternoon to write them. This is a field guide to testing strategies that survive standups, stakeholder calls, and the third context switch of the morning — including the 90-second suite that changed how our team works. Actual Code Careers Wed, 28 Oct 2026 20:12:38 GMT https://actualcode.co.uk/package-json-supply-chain-hygiene-uk-sme/ https://actualcode.co.uk/package-json-supply-chain-hygiene-uk-sme/ Most UK SMEs don't have a security team — they have a CTO who also does the hiring. Here's a practical, no-fluff approach to dependency hygiene that fits into a Friday afternoon, drawing on the npm and PyPI incidents that should have taught us all a lesson by now. Actual Code Code Quality Wed, 28 Oct 2026 20:12:38 GMT https://actualcode.co.uk/fifty-repos-fifty-lessons-uk-sme-codebase-audit/ https://actualcode.co.uk/fifty-repos-fifty-lessons-uk-sme-codebase-audit/ We spent twelve months combing through software projects from SMEs across Britain — from Manchester's .NET holdouts to Shoreditch's Node.js shops. The patterns we found say a lot about how the UK really builds software. Actual Code Code Quality Wed, 28 Oct 2026 12:12:09 GMT https://actualcode.co.uk/uk-developer-salaries-remote-work-2025-rebalancing/ https://actualcode.co.uk/uk-developer-salaries-remote-work-2025-rebalancing/ Brexit, a pandemic, a hiring boom, a bust — the UK developer job market has been through the wringer. Here's our honest read on where salaries, remote work and in-demand skills actually stand in 2025. Actual Code Careers Wed, 28 Oct 2026 12:12:09 GMT