ThoughtWorks

An AI State of the Union: We've Passed the Inflection Point & Dark Factories Are Coming

Willison's practitioner evidence confirms the November inflection is real: coding agents crossed from "mostly works" to "almost always does what you told it to do," enabling 95% AI-written code for skilled engineers. The buried signal: productivity gains plateau at human cognitive limits, not tool limits. Running four parallel agents produces burnout by 11am, and the trust signals we've relied on for decades (docs, tests, stars) are now generated in minutes, indistinguishable from battle-tested software. The dark factory pattern (nobody writes code AND nobody reads code) is fascinating but premature: N=1 case study, $10K/day QA costs, zero production outcome data.