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Straight from the source · Guides by the people who build it

The Tech Gazette

Learn: Kubernetes and platforms

Vol. I No. 26 Saturday, October 17, 2026 Closing 12:53 PM UTC · next edition 10:00 AM UTC

Containers, clusters and deploys.

5 steps to the basics

Start here

  1. Get started with DockerDocker · Containers: what they are and your first one.
  2. Kubernetes overviewKubernetes · What Kubernetes does, and what it doesn't.
  3. Kubernetes basicsKubernetes · Deploy, expose and scale an app, hands on.
  4. Helm quickstartHelm · Packaging and installing apps on a cluster.
  5. Site Reliability EngineeringGoogle · How Google runs production, the whole book.

New for beginners

  1. Real PythonOct 11, 2026
    Quiz: Continuous Integration With Python: An Introduction
  2. PostHogOct 7, 2026
    WTF is context engineering? (with real examples)
  3. KubernetesOct 6, 2026
    The Shift to cgroup v2 in Kubernetes: What You Need to Know

Go deeper

  1. NVIDIA DeveloperOct 16, 2026
    Code, Test, and Deploy on One Machine with NVIDIA RTX Spark
  2. AWS Machine LearningOct 16, 2026
    Introducing Reflection Beam: an open-weight model for agentic coding on AWS
  3. AWS Machine LearningOct 15, 2026
    Meta’s Muse Spark Open now available in Amazon SageMaker JumpStart
  4. DigitalOcean TutorialsOct 15, 2026
    Testing Serverless Inference at Scale: Real Performance Results
  5. AWS Machine LearningOct 14, 2026
    Deploy and evaluate models with Amazon SageMaker JumpStart
  6. AWS Architecture BlogOct 13, 2026
    Stopping business email compromise with AI-driven email security: How VIPRE protects modern enterprises on AWS
  7. Tigera (Calico)Oct 13, 2026
    From Merged PR to Governed Pod: Automating AI Agent Deployment on Kubernetes
  8. Real PythonOct 13, 2026
    Quiz: Python's len() Function
  9. AWS Machine LearningOct 12, 2026
    Deploy decision models with llama.cpp on Amazon SageMaker AI
  10. AWS Machine LearningOct 12, 2026
    Run multi-node inference workloads using Ray LLM Deep Learning Containers
  11. CohereOct 9, 2026
    Shared vs. Dedicated AI Inference: Embed & Rerank
  12. AWS Machine LearningOct 9, 2026
    ICYMI: What landed for AI builders in September 2026
  13. VercelOct 9, 2026
    How Rillet ships 3× faster with AI agents on Vercel
  14. DatabricksOct 8, 2026
    How to build governed enterprise apps on Databricks with Replit and Lakebase
  15. Stack Overflow BlogOct 7, 2026
    Part 2: Evals as a deployment gate — and how to know when they drift
  16. Microsoft FoundryOct 7, 2026
    Azure Document Intelligence and Azure Content Understanding: a practical guide
  17. AWS DatabasesOct 7, 2026
    Migrate SSIS packages to Aurora PostgreSQL – Part 2
  18. PostmanOct 7, 2026
    Build, Deploy & Monitor AI Agents with Astropods
  19. UpstashOct 7, 2026
    Building A Multi-File Drag-and-Drop Uploader With Upstash Blob
  20. AWS ComputeOct 6, 2026
    Get started with AWS Lambda SnapStart for container images
  21. Isovalent (Cilium)Oct 5, 2026
    Kubernetes VPC on OpenShift with Isovalent Networking for Virtualization
  22. AWS Big DataOct 5, 2026
    Run an automated operational review with the Amazon Redshift MCP server
  23. Real PythonOct 4, 2026
    Quiz: Python's collections: A Buffet of Specialized Data Types
  24. LaunchDarklyOct 3, 2026
    Machine Learning Pipeline Architecture: Components and Control Points
  25. AWS Architecture BlogOct 2, 2026
    Deploy Oracle Database step by step on Amazon EVS with FSx for ONTAP
  26. AWS Architecture BlogOct 2, 2026
    Deploy open source Regional availability tools in your VPC
  27. AWS DevOpsOct 2, 2026
    Integrate AWS DevOps Agent with third-party tools using Amazon EventBridge
  28. CoreWeaveOct 2, 2026
    Model Context Protocol in Action: When MCP Meets Real Infrastructure
  29. AWS ContainersOct 1, 2026
    Implementing feature flags in container environments with AWS AppConfig
  30. DigitalOcean TutorialsOct 1, 2026
    What real time-to-first-token looks like on DigitalOcean Serverless Inference
  31. AWS Machine LearningOct 1, 2026
    How uniopen customized Amazon Nova to their retail moderation policies for production deployment
  32. ElementOct 1, 2026
    Putting it online is the easy bit
  33. Azure Cosmos DBOct 1, 2026
    Migrating Elasticsearch Mappings to Azure Cosmos DB
  34. AWS Cloud OperationsOct 1, 2026
    Best practices for writing AWS DevOps Agent Skills
  35. Elasticsearch LabsOct 1, 2026
    Signed, sealed, delivered: ECK certificate management with Vault and cert-manager
  36. PulumiOct 1, 2026
    Building Kubernetes PR Previews with Shared Pulumi Components
  37. AWS ContainersSep 30, 2026
    AI-powered EKS migration assessment with Amazon Bedrock AgentCore
  38. AWS Machine LearningSep 30, 2026
    Build a multi-agent music production pipeline on Amazon Bedrock AgentCore Runtime Instances
  39. ArizeSep 30, 2026
    Building production-ready AI agents with Atlas Agent Engine and Arize AX
  40. RailwaySep 30, 2026
    How to Deploy and Scale Docker Containers on Railway in 2026

Advanced

  1. Razorpay EngineeringOct 13, 2026
    Inside Razorpay’s RTO Model: The Engineering Behind its ML Lifecycle
  2. APNIC BlogOct 11, 2026
    Seven years of IPv6 in production: Lessons from one million broadband subscribers
  3. DigitalOcean TutorialsOct 9, 2026
    Deployment Isn't the Bottleneck: Inference Economics Is
  4. AWS Machine LearningOct 8, 2026
    Share GPU clusters across teams with isolation and fairness using Amazon SageMaker HyperPod
  5. Claude BlogOct 8, 2026
    How Block orchestrates Claude Fable across thousands of pull requests
  6. PyPIOct 6, 2026
    Security Audit Remediation: cabotage
  7. AWS Machine LearningOct 6, 2026
    Best practices for Amazon SageMaker HyperPod administration and governance
  8. AWS DatabasesOct 6, 2026
    A decision framework for Amazon Neptune availability
  9. KubernetesOct 5, 2026
    Scaling Kubernetes Workloads with Node Swap
  10. VercelOct 2, 2026
    How Rogo ships agent-written code to production in 5 minutes on Vercel
  11. AWS Machine LearningOct 1, 2026
    Build agent memory with NVIDIA NeMo Agent Toolkit and Amazon S3 Vectors
  12. PerconaOct 1, 2026
    Tuning Percona ClusterSync for MongoDB Performance
  13. NVIDIA DeveloperSep 30, 2026
    Deploying an HSTU Generative Recommender with NVIDIA Dynamo-Triton
  14. CNCFSep 30, 2026
    From 40 seconds to under 10: rebuilding incident detection on OpenTelemetry, Apache Kafka, and Apache Flink on Kubernetes
  15. Windows Command LineSep 29, 2026
    WSLC Architecture deep dive
  16. AWS ComputeSep 29, 2026
    Frozen package management for air-gapped RHEL-family AMIs
  17. APNIC BlogSep 29, 2026
    Thou shall not pass: Gatekeeping outbound TLS connections
  18. AWS ContainersSep 28, 2026
    Fix pod distribution drift in Amazon EKS with the Kubernetes descheduler
  19. ClickHouseSep 28, 2026
    Can your Postgres survive a bad query?
  20. UbuntuSep 28, 2026
    How a missing kernel flag broke FIPS-certified containers in managed Kubernetes
  21. SUSESep 28, 2026
    Clearing the Vulnerability Backlog Safely: Agentic SecOps on SUSE AI Factory with the NVIDIA Open Agent Safety Platform
  22. AWS Machine LearningSep 25, 2026
    Accelerate multimodal RL training with SkyRL on Amazon SageMaker HyperPod
  23. Google Cloud AI & MLSep 25, 2026
    Best practices guide for customizing Gemini models via Reinforcement Learning (RL)
  24. CloudflareSep 24, 2026
    How Cloudflare addressed a cross-tenant data exposure vulnerability in Containers
  25. LovableSep 24, 2026
    Inside Chats: How Lovable's Agents Work Together
  26. NVIDIA DeveloperSep 23, 2026
    Validate GPU Cluster Readiness Before AI Workloads Land
  27. NVIDIA DeveloperSep 23, 2026
    Manage Kubernetes Node Fleets with NodeWright
  28. GitLabSep 22, 2026
    How to design GitLab for enterprise scale
  29. AWS Architecture BlogSep 18, 2026
    ReadyOn’s Four Walls of tenant isolation on Amazon EKS
  30. AWS Machine LearningSep 18, 2026
    Amazon SageMaker Inference: 2026 year-to-date launches in review
  31. NVIDIA DeveloperSep 18, 2026
    Benchmarking LLM Inference at Scale with AIPerf
  32. ValkeySep 10, 2026
    Finding big keys in a running Valkey cluster with Valkey Admin

Words to know

New research

  1. AdaFuse: Adaptive Function Fusion for Dynamic Serverless Workflows
  2. Auditable and Deployable Multi-Agent Motion Planning via Posetal Games from Legal Guidelines

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