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Polish AI Search: Why ChatGPT-Based Systems Fail (And How to Fix)

Polish AI Search: Why ChatGPT-Based Systems Fail (And How to Fix)

When a construction engineer in Warsaw searches for “pompa odwadniająca” in project documentation, they expect the system to also find variants: “pompy odwadniającej”, “pomp odwadniających”, “pompie odwadniającej”—and even the genitive plural form appearing in technical specifications.   ChatGPT-based enterprise search is becoming ubiquitous, but when deployed for Polish technical documentation, typical ChatGPT search stacks fail […]

CAD Drawing Search: How Construction Firms Find DWG Layers in Seconds

CAD Drawing Search: How Construction Firms Find DWG Layers in Seconds

“Find all ventilation drawings for Building C, third floor, designed between March and June 2024.”   For a construction project manager with 10,000+ AutoCAD files across 20 active projects, this query traditionally required manual folder navigation, opening dozens of DWG files one by one, and checking layer names individually.   Measured baseline (time-motion study): 87 […]

Rapid IT implementation: How low-code accelerates projects by up to 10x

Rapid IT implementation: How low-code accelerates projects by up to 10x

Imagine getting your IT project delivered up to 10x faster! Low-code has emerged as a powerful solution to meet the demands of a fast-evolving software world, offering a streamlined approach to app development. Discover how you can avoid delays and achieve rapid IT deployments!     What is low-code?   Low-code platforms are development environments […]

How to monetize a mobile app? Proven models and strategies.

How to monetize a mobile app? Proven models and strategies.

Making money on an app… it’s a tempting vision. But it requires a strategy. The vision of earning money from your own app can be incredibly intriguing, especially when you consider the impressive successes of giants like Angry Birds, WhatsApp, Instagram, or Uber. However, it’s important to remember that the mobile app market, while continuously […]

The EU Accessibility Act (EAA) Directive and new digital accessibility requirements are a must. How to avoid penalties? 12 practical tips.

The EU Accessibility Act (EAA) Directive and new digital accessibility requirements are a must. How to avoid penalties? 12 practical tips.

The EAA Directive (European Accessibility Act) imposes new, clearly defined obligations on companies aiming to operate legally and effectively in the European market. In this article, we address all your doubts and provide a step-by-step guide on how to prepare your online solutions to meet digital accessibility requirements. What Is the EAA Directive and Who […]

AI in legacy PHP code review in 2026: A technological choice or an economic decision?

AI in legacy PHP code review in 2026: A technological choice or an economic decision?

Automating legacy PHP code review with AI is no longer just a technical challenge. In 2026, it is primarily an economic and organizational decision.   Modern LLM-based tools can analyze code semantics, understand business context, and perform multi-file refactoring. However, in projects with significant technical debt, their use can just as easily generate savings as […]

AI coding: history, security, and the future of code creation

AI coding: history, security, and the future of code creation

Do you remember mid-2022? The war in Ukraine had just begun, the world was slowly shaking off the COVID-19 pandemic, and remote work had become the new standard. This time, developers like me looked at the early versions of GitHub Copilot (and other tools) with a mixture of curiosity and skepticism. We treated AI coding […]

12 best practices in low-code application design

12 best practices in low-code application design

  Technology is constantly evolving, and the market demands fast and efficient action. Scalable low-code applications are becoming essential for the success of many organizations. Companies across various industries are increasingly using these solutions to quickly respond to changing customer needs and maintain a competitive edge. However, low-code design requires the right practices to ensure […]

Hiring a Junior in the AI Era: Unnecessary Cost or Strategic Investment?

Hiring a Junior in the AI Era: Unnecessary Cost or Strategic Investment?

Not long ago, Juniors entered the IT industry smoothly. Today, they face closed doors. Budget cuts, the pressure to deliver “yesterday,” and the widespread fascination with Artificial Intelligence have made companies afraid to invest in potential, choosing ready-made solutions (Seniors) instead.   Is this fear justified? Yes and no.   The sentence “AI will replace […]

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