Latest articles

All articles

All categories #codemattersyoumore Accessibility Agile AI AI agents Analysis Business Cloud cybersecurity Delivery Employer Branding Forecasts IT manager upskilling j-People low-code management Outsourcing IT Product Design Regulations
vibe coding risks
AI IT manager upskilling AI agents

Agent Frameworks and Code Quality: Reducing the Risks of Nondeterminism and Vibe Coding

Incorrect model assumptions may remain invisible for a long time. The result? Technical debt that is difficult to trace back to a single design decision. As agent frameworks gain traction, IT teams need to answer one practical question: how can they use nondeterministic AI models without losing control over code quality, costs, and system stability?
Read all
Agent Frameworks
management AI IT manager upskilling AI agents

Agent Frameworks Under the Microscope: Hype or Real Architectural Advantage?

Simple code suggestions in the IDE are no longer enough. As autonomous agent systems move into mainstream engineering workflows, teams are shifting their focus from generating code to designing scalable, predictable architectures. Agent frameworks can deliver a real competitive advantage — but only when they give you control over data flow, cloud costs, and model behavior.
Read all
Outsourcing IT management Agile Delivery

How to Build an IT Team That Deliver from First Sprint? A Proven j‑labs Framework

Recent reports (including KPMG) show that companies’ technology ambitions are growing faster than their execution capabilities. The number of projects continues to rise, while experienced […]
Read all
Top 5 IT leader skills in 2026
Business Outsourcing IT Analysis Forecasts management Agile IT manager upskilling

TOP 5 Core Competencies & Skills Every IT Leader Needs to Master in 2026

By 2026, the IT leader’s job isn’t just technical anymore. It’s become the most strategic role in the C-suite. You’re no longer measured by how […]
Read all
leadership in younger generations
Business management IT manager upskilling

Feedback and managerial rituals that build an appetite for leadership in younger generations

Generation Z refers to people born between 1995 and 2000, while Generation Alpha relates to people born between 2010 and 2025. Both groups share the […]
Read all
best european conferences 2026 for IT leaders
Business

Best European Conferences for IT/Tech Leaders: Event Timeline 2026

Key Points The real value of conferences for leaders isn’t just about “learning.” It’s about high-level networking, finding partners, and understanding market trends before they […]
Read all
multigenerational teams
Business management IT manager upskilling

A practical guide for IT managers: how to maintain consistency in multigenerational teams

Key Points Despite differences in approaches to life, work, upbringing, and education, a multigenerational team can function as a single entity and contribute to the […]
Read all
the future of the IT in Poland
Business Outsourcing IT Analysis Forecasts management

The future of the IT industry in Poland: how will the market change in the coming years?

The value of the IT market in Poland in 2025 exceeded PLN 74 billion. According to data published by the Polish Information and Foreign Trade […]
Read all
development of the IT market in Poland
Business Outsourcing IT Analysis Forecasts management AI

The development of the IT market in Poland. How has outsourcing affected the current market structure?

For many companies, outsourcing is the most effective way to develop IT solutions, enabling cost reduction, access to specialized expertise, and the ability to scale […]
Read all
feedback culture
management IT manager upskilling

Feedback culture – how to support the development of programmers?

Key Points Feedback is a powerful tool that provides valuable information. It can contribute to even better performance of the assigned work. To be effective, […]
Read all

Meet the geek-tastic people, and allow us to amaze you with what it's like to work with j‑labs!

Contact us