Opinions on software delivery, AI, integration design, and the problems our clients hire us to solve. Written by the people doing the work. AI accelerates the writing; the experience and the views are ours.
A business-first framework for deciding whether your next application needs serverless, microservices, and AI, or whether a single well-built system is the safer commercial choice.
Daniel Z · Technical Lead
In the AI era, technical debt is a strategic tool, not a failure. Build fast to validate demand, then rebuild with discipline...
Daniel Z · 10 min
Most agencies grow by adding people. We built four specialist AI systems covering development, design, security, and marketing. Here's why.
Daniel Z · 12 min
SCADA licensing doesn't make sense for small water treatment sites. Here's how we built a custom HMI with Moxa devices, Elixir, and...
Daniel Z · 10 min
Most software estimates are gut feel dressed as precision. Here is how AI-assisted estimation with structured complexity assessment changed the way we...
Daniel Z · 7 min
Software maintenance is not optional. Here is what it involves, what happens when you skip it, and how to budget for it....
Daniel Z · 7 min
AI writes code fast, but speed without process produces fragile software. Here is how we built a system that captures AI speed...
Daniel Z · 7 min
How small dev teams structure client meetings to stay aligned without burning delivery time. Weekly, monthly, and quarterly cadences that work.
Daniel Z · 8 min
Open source licence compliance for commercial software. ELv2, AGPL, and SSPL restrictions that create legal exposure and how to audit your dependency...
Daniel Z · 8 min
A practical comparison of AWS Fargate, Kamal, and dedicated servers for Rails hosting. How to choose based on budget, scaling needs, and...
Daniel Z · 9 min
Bot protection without enterprise pricing. Stop bot traffic, content scraping, and form abuse using Cloudflare and AWS WAF, practical steps for any...
Daniel Z · 8 min
A practical guide to PCI DSS compliance for development teams. What is mandatory, what Stripe handles for you, and the requirements you...
Daniel Z · 8 min
Internal tools die from neglect within months. Learn how small teams build tools that solve real problems, stay maintained, and actually get...
Daniel Z · 7 min
