AI coding tools made writing code nearly instant. They did nothing for validating it. Here's the data on why review and staging capacity — not code generation — is now the real constraint on shipping speed.
Building your own developer environment platform looks cheaper on the whiteboard. The maintenance cost — the part that never makes the original estimate — is what actually decides build vs. buy.
You don’t need a 12-18 month Backstage rollout to give developers on-demand environments. Here’s what self-service actually requires — and a real story of a team that built its own platform, then bought one instead.
AWS Proton reaches end of life on October 7, 2026. Learn what this means for your infrastructure, your options for migration, and how to plan your transition.
AWS Proton and CloudFormation solve different problems. Proton is a template management layer on top of CloudFormation. With Proton reaching end of life, learn what each does and where your CF templates go next.
AWS Proton and Terraform operate at different layers. Proton orchestrates templates; Terraform provisions infrastructure. With Proton reaching end of life in October 2026, learn the differences and where your Terraform modules go next.
AWS Proton was an infrastructure provisioning service for standardized templates and self-service deployments. With its October 2026 end of life, here is what it did, why it failed, and what to use instead.
With AWS Proton reaching end of life in October 2026, teams need a migration path. Bunnyshell runs your existing CloudFormation and Terraform natively — zero rewrite, multi-cloud, with ephemeral environments and AI sandboxes Proton never offered.