Is This Sustainable?
8 hours ago
- #Senior Engineering
- #Work Sustainability
- #AI Productivity
- AI collapses the gap between idea and demo, shifting work from proposals and slide decks to quick proofs of concept (PoCs).
- Coordination and alignment become bottlenecks as building becomes cheaper, leading to fragmented solutions and difficulty achieving cohesion.
- Senior engineers code more and handle more strategic writing, but mentoring and unstructured thinking time diminish due to increased output demands.
- Productivity gains from AI are absorbed by higher expectations, increasing workload and potentially making roles unsustainable.
- Specialization in AI offers career advantages but trades generalist depth for potentially perishable, tool-specific knowledge.
- Developer experience (DX) gains importance as AI exposes platform weaknesses, expanding scope but making success harder to attribute individually.
- The senior role becomes more powerful yet less sustainable, with human-focused tasks being squeezed out by technical demands.