DevOpsDreams audio library
Narration generated locally with Kokoro, voice af_heart. Audio and transcripts are public, including those accompanying drafts.
OpenTelemetry in Production: Make Logs, Metrics, and Traces Correlate
Near-verbatim AI narration - 10:23
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Error Budgets That Drive Decisions: Build Burn-Rate Alerts Without Blind Spots
Near-verbatim AI narration - 10:37
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Build an Internal Developer Platform End to End: From Service Request to Owned Runtime
Near-verbatim AI narration - 11:58
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Golden Paths Developers Actually Use: Version the Contract, Not Just the Template
Near-verbatim AI narration - 11:26
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Safe Platform Access for AI Agents: Bind Approval to the Operation, Not the Conversation
Near-verbatim AI narration - 10:57
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Ingress-NGINX to Gateway API: Preserve the Traffic Contract Before Cutover
Near-verbatim AI narration - 12:24
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Gateway API v1.6 TCPRoute and UDPRoute: Accepted Is Not a Traffic Test
Near-verbatim AI narration - 10:22
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Kubernetes DRA for GPUs: Allocation Is Only Half the Contract
Near-verbatim AI narration - 11:26
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AI-Era Coding Interviews: Explain Who Owns the Shared Task
Near-verbatim AI narration - 9:29
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Kubernetes, Terraform and AWS Interviews: Prove the Broken Contract
Near-verbatim AI narration - 11:22
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Kubernetes Memory QoS: Why a Running Pod Can Stall Before OOM
Near-verbatim AI narration - 12:03
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HNSW in Production: A Fast Graph Is Not a Retrieval Contract
Near-verbatim AI narration - 9:51
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SRE Interviews: Connect SLOs, Error Budgets and Incident Decisions
Near-verbatim AI narration - 10:50
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Building an LRU Cache: Eviction Is Not Freshness or Isolation
Near-verbatim AI narration - 9:02
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Bloom Filters in Production: When a Negative Can Become an Outage
Near-verbatim AI narration - 9:09
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Deployment Is Green, Customers See 502: Three DevOps Interview Cases
Near-verbatim AI narration - 11:47
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Heaps for Platform Workers: Stable Priorities Without Stale Work
Near-verbatim AI narration - 10:39
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Exact or Approximate Vector Search? Start With the Eligible Set
Near-verbatim AI narration - 11:15
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AWS AI Agents: Bind Identity, Tool Authority and Cost to the Same Task
Near-verbatim AI narration - 12:18
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Consistent Hashing for Cache Fleets: Make Membership Changes Recoverable
Near-verbatim AI narration - 11:57
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Rate Limiting Under Retry Storms: Buckets, Windows and NGINX Admission
Near-verbatim AI narration - 11:57
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EKS Network Failures: Separate DNS, IP Allocation and Conntrack
Near-verbatim AI narration - 12:21
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Benchmark EKS Auto Mode, Graviton and Spot Without Confounding the Result
Near-verbatim AI narration - 11:41
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AWS DevOps Agent for EKS: Make Every Diagnostic Tool Earn Its Access
Near-verbatim AI narration - 12:17
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Infrastructure Dependency Graphs: Release Work Only After Success
Near-verbatim AI narration - 12:22
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Terraform Drift Versus Unmanaged Infrastructure: Audit the Ownership Boundary
Near-verbatim AI narration - 11:06
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Terraform Stacks: Components Share Code, Deployments Own the Boundary
Near-verbatim AI narration - 12:31
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Import Existing AWS Resources: Adopt S3 Without Changing Its Contract
Near-verbatim AI narration - 11:11
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Implementing Kubernetes Pod Security Standards Without Breaking Production
Near-verbatim AI narration - 11:46
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Terraform and AWS Organizations: Separate Governance from Provisioning in Multi-Account AWS
Near-verbatim AI narration - 16:30
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Backstage Software Catalog Lifecycle: Discover, Register, and Govern Your Software Assets
Near-verbatim AI narration - 13:50
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Terraform GitOps Bridge Modules for EKS: A Cleaner Way to Bootstrap Clusters and Hand Off to Argo CD
Near-verbatim AI narration - 11:58
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Operators vs Helm for Platform Teams: Install with Charts, Automate with Controllers
Near-verbatim AI narration - 11:14
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Kubernetes Multi-Tenancy with Namespaces and Network Policies: A Practical Guide for GitOps Teams
Near-verbatim AI narration - 13:50
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AWS VPC Lattice: The Missing Service Layer Between VPC Connectivity and Application Routing
Near-verbatim AI narration - 22:41
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Monorepo vs Multirepo for GitOps Manifests: A Practical Guide for Flux and Argo CD
Near-verbatim AI narration - 17:00
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Kubernetes Gateway API vs Ingress: A Practical Production Model for Platform Teams
Near-verbatim AI narration - 7:52
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Bootstrapping Kubernetes Clusters with Terraform and Argo CD: A Durable Two-Layer Approach
Near-verbatim AI narration - 7:09
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Multi-Tenant GitOps with Argo CD: Isolation Patterns That Survive Production
Near-verbatim AI narration - 23:22
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Environment Promotion Strategies for GitOps Pipelines: Branches, Paths, Tags, and Digests
Near-verbatim AI narration - 19:08
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Terraform State Management, Locking, and Backups: A Production Deep Dive
Near-verbatim AI narration - 24:12
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Progressive Delivery with Canary and Blue-Green on Kubernetes: Argo Rollouts, Flagger, and Gateway API
Near-verbatim AI narration - 19:58
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Kubernetes In-Place Pod Resource Updates And Vertical Pod Resize
Near-verbatim AI narration - 19:42
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Incident Response Playbooks for Kubernetes and EKS: Evidence, Containment, and Recovery
Near-verbatim AI narration - 31:04
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Applying SRE Error Budgets to Services Running on EKS: SLIs, Burn Rates, and Release Decisions
Near-verbatim AI narration - 28:01
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A Highly Available Three-Tier Application on AWS: Multi-Region Design with Aurora DSQL
AI-narrated listening adaptation - 10:06
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