https://www.precisioncodestudios.com/insights Articles from the Precision Code Studios engineering team. en https://www.precisioncodestudios.com/insights/penetration-testing-ai-features-and-agents https://www.precisioncodestudios.com/insights/penetration-testing-ai-features-and-agents Wed, 07 Oct 2026 12:00:00 GMT Security The annual penetration test came back clean, and the new AI assistant was barely touched. Why conventional scopes miss AI features, how to size the risk, and what a real test should cover. https://www.precisioncodestudios.com/insights/questions-to-ask-an-engineering-partner https://www.precisioncodestudios.com/insights/questions-to-ask-an-engineering-partner Tue, 06 Oct 2026 12:00:00 GMT Hiring Every vendor says senior, agile and AI-enabled. These are the ten questions that separate them, with what a good answer sounds like and what should worry you. https://www.precisioncodestudios.com/insights/staffing-or-managed-team-split-the-work https://www.precisioncodestudios.com/insights/staffing-or-managed-team-split-the-work Tue, 06 Oct 2026 12:00:00 GMT Delivery Most comparisons treat embedded engineers and managed delivery as one choice for the whole company. Real roadmaps hold both kinds of work. Decide per workstream, then design the seams between them. https://www.precisioncodestudios.com/insights/microsoft-stack-vs-javascript-stack https://www.precisioncodestudios.com/insights/microsoft-stack-vs-javascript-stack Mon, 05 Oct 2026 12:00:00 GMT Engineering The Microsoft stack and the JavaScript stack are both excellent, and both are surrounded by myths. What each is really good at, what each costs, and how to choose without starting a religious war. https://www.precisioncodestudios.com/insights/before-you-add-engineers-find-who-will-steer https://www.precisioncodestudios.com/insights/before-you-add-engineers-find-who-will-steer Mon, 05 Oct 2026 12:00:00 GMT Hiring Embedded engineers work under your direction. That is the point, and the catch: direction costs hours. How to check you have them before day one, and what to buy instead if you do not. https://www.precisioncodestudios.com/insights/plan-the-exit-before-you-sign https://www.precisioncodestudios.com/insights/plan-the-exit-before-you-sign Mon, 05 Oct 2026 12:00:00 GMT Delivery The cheapest moment to arrange a clean handover is before the first commit. What you must own, what AI-native delivery adds to the list, and how to rehearse leaving while everyone is still friendly. https://www.precisioncodestudios.com/insights/conflict-resolution-pushing-ai-to-the-limit https://www.precisioncodestudios.com/insights/conflict-resolution-pushing-ai-to-the-limit Sun, 04 Oct 2026 12:00:00 GMT Built with AI An Unreal Engine 5.8 strategy game, a cloud backend, an AI commander that talks back, and a trailer edited by code. What was built, how, and what it proves about engineering with AI. https://www.precisioncodestudios.com/insights/jev-llm-selection-and-price-optimization https://www.precisioncodestudios.com/insights/jev-llm-selection-and-price-optimization Tue, 22 Sep 2026 12:00:00 GMT AI A new kind of AI model does not write a word. It makes decisions, in milliseconds, for almost nothing. That makes it a natural fit for one expensive problem: choosing the right LLM for every request. https://www.precisioncodestudios.com/insights/ai-coding-agents-on-a-real-team https://www.precisioncodestudios.com/insights/ai-coding-agents-on-a-real-team Thu, 03 Sep 2026 12:00:00 GMT AI The code arrives faster than anyone can read it. That moves the bottleneck, and the job, somewhere new. A practical account of what to change in review, testing and responsibility. https://www.precisioncodestudios.com/insights/what-a-penetration-test-actually-finds https://www.precisioncodestudios.com/insights/what-a-penetration-test-actually-finds Thu, 13 Aug 2026 12:00:00 GMT Security Not film-style hacking. The same handful of ordinary mistakes, in almost every system, and the way they join up into something serious. https://www.precisioncodestudios.com/insights/cross-platform-mobile-one-codebase https://www.precisioncodestudios.com/insights/cross-platform-mobile-one-codebase Thu, 09 Jul 2026 12:00:00 GMT Mobile Write once, run everywhere has been promised for decades. The modern frameworks finally come close. Here is what they deliver, what they do not, and how to choose. https://www.precisioncodestudios.com/insights/why-apm-matters https://www.precisioncodestudios.com/insights/why-apm-matters Thu, 11 Jun 2026 12:00:00 GMT Engineering Your servers say everything is fine. Your customers say checkout is slow. Application performance monitoring is how you find out who is right, and why. https://www.precisioncodestudios.com/insights/feature-flags-and-safe-releases https://www.precisioncodestudios.com/insights/feature-flags-and-safe-releases Thu, 14 May 2026 12:00:00 GMT Delivery The safest teams release most often. Their secret is separating two things most companies treat as one: putting code into production, and letting customers see it. https://www.precisioncodestudios.com/insights/container-apps-vs-managing-servers https://www.precisioncodestudios.com/insights/container-apps-vs-managing-servers Thu, 09 Apr 2026 12:00:00 GMT Cloud Every server you run is a small job you never applied for. Managed container platforms take most of that job away. Here is what you gain, what you give up, and how to move. https://www.precisioncodestudios.com/insights/infrastructure-as-code https://www.precisioncodestudios.com/insights/infrastructure-as-code Thu, 12 Mar 2026 12:00:00 GMT Cloud Clicking through a cloud console is the fastest way to build an environment and the slowest way to run a company. The case for infrastructure as code, and how to adopt it without stopping the world. https://www.precisioncodestudios.com/insights/choosing-a-database https://www.precisioncodestudios.com/insights/choosing-a-database Thu, 12 Feb 2026 12:00:00 GMT Data There are hundreds of databases and most products need exactly one. How to pick it, and how to recognise the moment a second one earns its place. https://www.precisioncodestudios.com/insights/eating-the-monolith-microservices-micro-frontends https://www.precisioncodestudios.com/insights/eating-the-monolith-microservices-micro-frontends Thu, 15 Jan 2026 12:00:00 GMT Architecture Rewrites fail. Slicing works. How to carve services and micro frontends out of a legacy system, with each new piece able to run on its own or plugged back into the old application. https://www.precisioncodestudios.com/insights/technical-debt-as-a-balance-sheet https://www.precisioncodestudios.com/insights/technical-debt-as-a-balance-sheet Thu, 11 Dec 2025 12:00:00 GMT Leadership Engineers say the code needs work. The board hears a request to stop delivering. A ledger of what you owe, what it costs and what to repay ends that argument.