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AWS published a five-stage playbook for managing Amazon Bedrock costs that targets FinOps and platform engineering teams. The guidance emphasizes invoice-grade attribution via IAM principal data in CUR 2.0, per-request observability, budget enforcement, platform-wide defaults (model routing, caching, token limits), and an operational review cadence to control agentic and high-invocation workloads.
At QCon AI, CloudZero founder and CTO Erik Peterson warned that AI spending is beginning to eclipse traditional cloud bills, described costly behaviors like 'tokenmaxxing' (which he estimates at roughly $5–15B), and outlined how unit economics and incentive structures are creating an engineering cost crisis; he also predicted fully autonomous AI will write, deploy, and govern code by 2028.
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