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The notebook

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notes from real projects

Practical writing on Laravel, AI engineering, token costs, SaaS architecture, and the technology decisions that make software cheaper to run and easier to grow.

All AI & LLMs Cloud & DevOps Industry Insights Laravel & PHP Modernisation Performance & Scale SaaS & Product Security & Compliance
Industry Insights 11 posts
08 Jun 2026 Industry Insights EU AI Act for SMEs: What Shipping AI Features Actually Requires The August 2026 high-risk deadline decoded for product teams: which AI features are out of scope, which need transparency, which are genuinely high-risk — and the SME carve-outs nobody mentions. 20 May 2026 Industry Insights Interview the engineer before you sign Most agencies will never let you interview the engineer who will build your product. Here is why that matters, what to ask in 45 minutes, and the code test I would happily take myself. 16 May 2026 Industry Insights Working across a 10-hour time difference, honestly The time difference is the first question US clients ask me. The honest answer: it breaks some workflows, quietly improves others, and lives or dies on async discipline. 09 May 2026 Industry Insights What "dedicated developer" actually means when you buy it "Dedicated developer" can mean one engineer on your backlog — or a rotating seat shared across three accounts. How to tell which one you are actually buying, before you sign. 02 May 2026 Industry Insights Why the person who sold you the project is never the one building it I spent years inside agencies before going independent. Here is why the engineer from your pitch meeting never builds your project — and the questions that expose the model before you sign. 03 Apr 2026 Industry Insights Building a Fintech MVP in the Nordics: Compliance, APIs, Costs PSD2 APIs, KYC vendors, licence versus agent model — what a Nordic fintech MVP involves beyond code, and how predictably compliance inflates the budget. 16 Jan 2026 Industry Insights Client Portals for Professional Services: Scope, Cost, ROI Law, accounting, and consulting firms still run client work over email attachments — what a secure portal (document exchange, e-signing, status tracking) realistically costs to build, the bi... 10 Jan 2026 Industry Insights Healthtech Software in the EU: GDPR, Patient Data and MVP Scope Why health data (GDPR Article 9) reshapes architecture from day one — hosting choices, audit logging, pseudonymisation — and how the Nordic head start (Kanta, national health IT) makes Finla... 04 Jan 2026 Industry Insights Digitalising Logistics SMEs: Where Custom Software Pays Off Nordic logistics runs on spreadsheets and phone calls more than outsiders think — where a custom booking/tracking portal beats an oversized TMS, how Peppol and e-invoicing mandates change in... 29 Dec 2025 Industry Insights European Accessibility Act: What Your Web App Must Fix in 2026 Enforcement is now real for e-commerce, banking, and ticketing services in the EU — a developer's triage list of what actually fails audits (forms, contrast, keyboard flows, checkout), what... 20 Dec 2025 Industry Insights Freelance Developer vs Agency: An Honest Guide From a Freelancer A freelancer who tells you when to hire an agency instead — a decision checklist by budget band, timeline, and bus-factor risk, with Nordic day-rate math showing where the agency 2-3x markup...