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Agents, Isolation, and the Engineering Review Loop · In my earlier article, “Where Is JetBrains AI Heading? — Central CLI, Air, and the Agentic...
Compatibility, performance, and a rollout you can reverse · An engineering guide to upgrading an existing Java system without turning every improvement...
What changed after Manus 1.6, how its three execution environments fit together, and where human approval still matters · In January 2026, I published a...
From Manual Coding to Intelligent Collaboration: Understanding the Paradigm Shift in Software Development · For decades, the core of software development...
The landscape of software development is undergoing a fundamental transformation. While traditional coding assistants like GitHub Copilot have...
