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Perspectives on AI development, orchestration and automation, AI UGC, AI support and a context-driven approach.
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A mobile app: when you really need one and when a website will do
An app in a store costs more than people expect — and often solves what a site that works properly on a phone already handles. How to tell before investing.
Read articleA second opinion on a software quote: what to check before you sign
Development quotes are hard to compare — the numbers line up, the scope does not. What is missing most often, and the questions worth asking.
Read articleOperations and support: what happens to an application after you launch it
Launch is not the end of a project, it is the start of operations. On monitoring, backups, availability, and what a support agreement should actually contain.
Read articleSecurity by design: why a check at the end of a project arrives too late
A security audit a week before launch finds faults that can no longer be fixed cheaply. How threats get handled while they are still cheap.
Read articleData warehouse and business intelligence: why two reports never agree
Sales reports one number, finance reports another, and both are "right". Where that gap comes from and what a data warehouse does about it.
Read articlePHP web shell: what it is and how to defend your own server against one
One inconspicuous file uploaded to a server hands an attacker full control — and often nobody knows for months. What it is, how it gets there, and what prevents it.
Read articleDigital forms: when collecting data should not end in an inbox
A PDF to download, fill in, sign, scan and email. How to replace that loop with a form that sends the data straight where it belongs.
Read articleEnterprise and software architecture: the value of a plan that is not code
Architecture is not a diagram for a slide deck. It is a decision about what will be cheap to change and what will be expensive — written down before the money goes in.
Read articleSystem integrations: why data does not move between programs on its own
The shop, the warehouse, accounting and the CRM do not understand each other, and a person with a spreadsheet export stands in between. What an integration that lasts actually looks like.
Read articleCloud or your own server for AI: when each one pays off
Your own hardware looks cheaper until you count the work around it. What actually decides the question — and why it is not the price of the metal.
Read articleWhere your data goes once you send it to an AI model
The important question about an AI application is not which model you use, but which data leaves your system. And what happens to it there.
Read articleWhat running an AI application costs, and why nobody knows up front
An AI bill grows with how much you ask the model, not with how many people use it. What the cost is made of and how to keep it in hand.
Read articleLet's find out what makes sense for you.
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