{unscripted} Chicago & Columbus recap: the bottleneck moved. Did your controls? | Harness Blog

Harness’s {unscripted} events in Chicago and Columbus examined how AI-generated code is increasing development output far faster than organizations can safely deploy it, with reported code growth of roughly 180% producing only about 30% more shipped software. Speakers argued that the delivery bottleneck has shifted to reviews, pipelines, governance, security, and change approvals, making automated, risk-based controls more important than simply accelerating code creation. They described a model of graduated agent autonomy, in which agents operate within role-based access, policies, audit trails, and risk thresholds while humans focus on higher-risk decisions. Panels emphasized that security, governance, and compliance teams should provide clear, usable paths to approval rather than act as blockers, treating compliance as an embedded delivery capability that enables speed and safety. Discussions also highlighted security challenges such as rapid vulnerability exploitation, AI agents weakening traditional fraud signals, and stolen API-token markets, alongside the value of reachability analysis for prioritizing fixes. Participants noted the human impact of machine-speed development, including larger pull requests, overburdened senior reviewers, declining confidence in changes, and the need to redesign release processes and team adoption practices rather than merely attach AI to existing workflows.

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