Modern software development practiced with AI as a constant collaborator: writing code with agentic IDEs, reviewing pull requests with LLM critics, and shipping
AI-augmented software development is the 2026 baseline craft: directing coding agents, reviewing generated changes with judgment, maintaining architecture coherence, and owning quality gates, engineering where specification and verification outweigh typing.
Redefined, not reduced: engineers fluent in agent direction ship multiples faster, and hiring now probes that fluency explicitly, while pure-typist profiles compress.
Specification, review, and system judgment: knowing what to build, catching what AI gets subtly wrong, and keeping architecture coherent under high-velocity change. The leverage moved up the stack.
Own what AI can't: problem framing, quality accountability, and cross-system design, while wielding the tools harder than anyone. The risk isn't AI; it's peers using it better.