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Software is being redefined by AI, tools, tests, collaboration, and delivery.
Software is not only being written faster by AI. Development practice, code shape, tool boundaries, validation, collaboration surfaces, and delivery logic are all changing.
The future development surface will keep plans, files, tests, evidence, review, memory, and delivery state in one recoverable loop.
Persistent context starts to matter more than one-turn code completion.
2 sources 2 sources Keep tracking and connect to a future Thinking draft.Long-running work needs preserved plans, decisions, and recovery state.
Product Product Developer tools are moving from isolated commands toward contextual, memory-bearing work surfaces.Developer tools increasingly expose plans, diffs, tests, and approvals in one flow.
2 sources 2 sources Keep tracking and connect to a future Thinking draft.The UI shifts from isolated commands toward traceable workflows with tests and approvals.
Product Product Developer tools are moving from isolated commands toward contextual, memory-bearing work surfaces.