The 'AI Decision-Fatigue' Backlash: Productivity Expectations Outrun Real Gains

reptile.haus·medium signal

Multiple 2026 analyses argue AI coding tools have collapsed the cost of writing code while multiplying cognitive load on review, verification, and architecture — one cited DevOps survey found 42% of teams report increased code-review conflict among developers showing early burnout. The recurring thesis: leadership hears '10x productivity' and triples sprint commitments while real output rises ~10%, creating an expectation gap that reads as a systemic, not individual, problem.