'Managed infrastructure' and 'improved deployments' are invisible to SRE hiring managers.
SRE and platform roles hire on specifics: uptime numbers, MTTR, deployment frequency, error budgets, and the exact toolchain. 'Maintained Kubernetes clusters' tells them nothing. We rewrite your bullets with the operational language and reliability metrics that hiring managers actually filter for — straight from your real experience.
Real rewrites
Before the optimizer. After.
Senior SRE · Payments infrastructure
Original
•Improved reliability.
Optimized
Drove service availability from 99.7% to 99.97% across 12 critical payment services by implementing chaos engineering and automated rollback on p99 degradation.
DevOps Engineer · B2B SaaS
Original
•Worked on CI/CD pipelines.
Optimized
Re-architected GitHub Actions CI/CD reducing pipeline runtime from 34min to 8min; cut failed deploy rate by 61% through staging environment parity and automated smoke tests.
Platform Engineer · Series C startup
Original
•Managed Kubernetes clusters.
Optimized
Managed 14-node EKS cluster running 200+ microservices; implemented HPA and Karpenter autoscaling, reducing EC2 spend by $18k/month at same traffic levels.
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→Every change explained — you understand exactly what changed and why
→ATS-safe output — single column, standard headings, no tables or graphics
→Export to PDF, DOCX, or plain text — send it as-is or paste into any template
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