How a logistics platform team reclaimed half their week by rebuilding CI on GitHub Actions and putting deploys behind progressive delivery on EKS.
Building the rails — eval harness, prompt library, security kill-switch — that took fintech AI code review from 6% to 78% adoption in a quarter.
Replacing a brittle Tesseract chain with a hybrid Textract plus transformer pipeline, gated by a 4,000-invoice regression eval that runs every release.
A follow-the-sun platform team, a single Backstage portal, and golden paths with HIPAA built in — handed back self-sustaining in two quarters.
Kubecost across clusters, Terraform-enforced autoscaling guardrails, and Athena reports for the spend nobody owned — savings durable across two quarters.