Modern development tools provide immense power but remove financial friction, leading to significant wasted cloud spend.
FinOps is a cultural framework that integrates financial accountability into the DevOps lifecycle without sacrificing speed.
Unattended test environments, unoptimized LLM usage, and excessive resource over-provisioning are major sources of wasted cloud spend.
Enforce mandatory resource tagging and use CI/CD tools to show cost impacts directly within pull requests.
Use techniques like bin packing, rightsizing with VPA, and leveraging spot instances to significantly reduce Kubernetes costs.
Prevent budget overruns from AI by setting token limits, using semantic caching, and guarding against recursive agent loops.
Companies like Airbnb and Lyft achieve massive savings by building a cost-aware engineering culture and tracking unit economics.
Adopt six key practices, including mandatory tagging, CI/CD cost visibility, and automated waste reporting, to achieve sustainable innovation.
Jobs that call for the skills explored in this talk.