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The challenge
Multiple production and development services needed reliable recovery, isolation, certificate automation, secure data access, and repeatable deployments.
CI/CD · Recovery · Multi-tenant systems
Production recovery, deployment automation, environment isolation, secure routing, observability, and AI-systems operations.
Verify, deploy, recover, roll back
Implementation details presented without public source code.
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Multiple production and development services needed reliable recovery, isolation, certificate automation, secure data access, and repeatable deployments.
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I rebuilt a failed LMS without backups, created self-healing pipelines with verification and rollback, isolated environments, automated certificates, and operated databases and vector infrastructure.
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