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#ai coding
Understand what's next. Explore our deep dives, case studies, and articles on artificial intelligence, modern education, and digital strategies.


How do you gain experience when AI does more of the work?
Sławomir Sobótka discusses how people develop expertise, why experience requires feedback and what AI may change for those learning to build software.
5 days ago4 min read


July Action Plan - 6 Steps to Survive GitHub Copilot’s July 30 Model Shutdown and New AI Credit Billing
Copilot updates in July 2026 are not just product polish. They are a clear signal that AI coding tools are moving from growth mode to governance mode - where cost controls, policy defaults, and platform consolidation matter as much as model quality. The most important deadline is now fixed: GitHub Models will be fully retired on July 30, 2026. For teams that still depend on its playground, catalog, inference API, or BYOK endpoints, this is no longer a roadmap item. It is an i
Jul 34 min read


Spec-Driven Development: How to delegate implementation to AI without losing control
AI is entering the codebase without clear rules AI has become part of the daily work of technology teams faster than many organizations have been able to establish a sensible process for using it. A model can generate classes, tests, or parts of a feature within minutes. However, speed alone does not guarantee that the result will support the business objective, respect the existing architecture, or remain within the boundaries of the system. The problem: Vibe Coding In pract
Jul 16 min read


Copilot’s Pricing Shock: Usage-Based Billing Starts June 1—How to Avoid ‘AI Credit’ Burn in Agentic Coding
GitHub Copilot’s shift to usage-based billing on June 1, 2026 changed more than a pricing page. It changed developer behavior, engineering management, and AI governance overnight. For many teams, the old model hid cost variance: a short prompt and a long-running agent session could look similar on a bill. Under AI Credits, that gap is now visible—and expensive if unmanaged. For engineering leaders, this is the moment to treat AI-assisted development like any other production
Jun 34 min read


Google I/O 2026 Is Betting on ‘Agentic Coding’
Google I/O 2026 confirmed what many teams suspected: coding assistants are evolving into agent systems, and Google wants that shift to happen inside its own stack. Interest has stayed high through the event window, but the real signal for engineering leaders is not hype volume. It is product direction. In the last 48 hours, Google positioned “agentic coding” as a platform model spanning CLI, desktop, API, Search, and subscription tiers. For dev teams, this is the moment to se
May 214 min read


5 Trends Shaping Software Development in 2025
5 game-changing trends shaping Software Development in 2025. From AI-powered tools to Edge Computing, discover the future of tech!
Dec 13, 20243 min read


Coding in the Age of AI: Insights from Developer Jakub Sznicer
Software developers often find themselves balancing between following new trends and sticking to the fundamental principles of...
May 8, 20244 min read


The Rise of Devin AI Engineers
Uncover the world of Devin AI Engineers and their game-changing impact on software development. Embrace the rise of AI alongside human.
May 1, 20246 min read


Devin, English Set to Be the Most Popular Programming Language
Devin, an AI software engineer is announced. At the same time Nvidia's CEO sees a future where everyone is a programmer.
Mar 15, 20243 min read
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