AI coding is shifting from supervised edits to fully delegated tasks

AI 编程的下一个变化：从盯着改到整个交出去

A new usage pattern is emerging: hand an entire task to an agent and walk away for hours or days. Goldman Sachs has been piloting Devin since July 2025 and is still expanding. Three acquisitions in one week of June 2026 point the same way—SpaceX bought Cursor for $60B, OpenAI acquired Ona, and Salesforce bought Fin for $3.6B. Long-running agents unlock tasks that supervised mode can't touch, like tracking down intermittent cross-system bugs or refactoring dependencies across ten repos. The developer role shifts from executor to manager; core value moves from writing code to judgment and taste. The acquisitions share one logic: owning the full-task-lifecycle training data and runtime infrastructure. The post does not disclose the current success rate for complex tasks, only that it's 'far below interactive mode.'

Why it matters: A sharp industry observation, not a press release. Uses Goldman Sachs' Devin pilot and three acquisitions in one week as evidence that AI coding is shifting from interactive assistance to full-task delegation. All three HKR axes hit: the headline creates curiosity, the numbers...