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Devoxx: The Awareness Layer by Robert Ranson

AI coding agents have shrunk dev cycles so much that shipping code isn’t the bottleneck anymore—figuring out what to ship next is. Now approvals, branding, legal, pricing, and sales play gatekeeper, pushing “latency debt” outside engineering and turning organizational processes into the new speed bumps.

Enter the Awareness Layer: a mix of outward-sensing scouts (CI/BI, sentiment & trend trackers, policy & procurement monitors, next-gen CRM) that turn live signals into ranked idea queues; an ingestion spine that keeps your data squeaky clean; an experimental fabric for safe flags, canaries, and instant rollbacks; plus policy-as-code so non-tech teams can move at dev speed. The result? You attack the slowest step, wrap more functions in tight feedback loops, and gain ready-to-use patterns you can drop into production—or the boardroom.

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