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Engineering Blog
Field notes from taking companies to the frontier of DevOps engineering: tutorials, postmortems, and the practices behind them.
77 articles
How to Set Up Kubernetes Autoscaling Without Creating Cost Surprises
Apply autoscaling guardrails to balance Kubernetes responsiveness and cloud cost control.
How to Deploy Zero-Downtime Kubernetes Releases With Helm and Argo Rollouts
Coordinate Helm releases with Argo Rollouts to reduce Kubernetes deployment disruption.
How to Configure Kubernetes PriorityClasses Without Starving Workloads
Configure Kubernetes scheduling priority while preserving capacity for lower-priority workloads.
How to Resize Kubernetes Persistent Volumes Without Downtime
Expand Kubernetes storage safely while keeping critical workloads available.
How to Run One-Off Kubernetes Jobs Without Leaving Orphaned Pods
Run temporary Kubernetes tasks cleanly using explicit job cleanup controls.
7 Questions to Ask a DevOps Services Company Before You Hire
Use targeted questions to assess a DevOps partner’s reliability practices, cost controls, ownership model, and handoff plan before you commit.
8 Red Flags to Spot Before Hiring a DevOps Service Provider
Evaluate DevOps strategy, technical depth, operations, security, costs, communication, documentation, and business impact.
How to Set Up DevOps Support Services
Structure external DevOps support with clear ownership, avoiding vague retainers and dependency.
How to Match a DevOps Solutions Company to Your Stack
Evaluate DevOps partners by problem fit, discovery rigor, ownership, and production experience.
How to Design CI/CD for Startup Scale
Design startup-ready pipelines with scalable automation, deployment controls, and clear ownership.
How to Run a DevOps Expert Consulting Audit
Run DevOps audits with controlled access, business context, interviews, and executable roadmaps.
How to Map DevOps Engineering Services to Pain
Match DevOps services to delivery, reliability, cost, security, and ownership gaps.
How to Plan a Heroku to AWS Migration
Map services, data, deployment workflows, and cutover risks before migrating.
How to Know When to Hire DevOps Consultants
Define DevOps consulting scope by outcomes, ownership, and handoff readiness.
How to Use a DevOps Consultancy Effectively
Define DevOps consulting success around ownership, reliability, observability, and handoff readiness.
How to Structure Terraform for Startup Scale
Organize Terraform modules, environments, state, and ownership for scalable infrastructure management.
How to Scope Cloud DevOps Consulting Work
Define DevOps outcomes, ownership, access, migration risks, and operational success measures.
How to Set Kubernetes Resource Requests and Limits Without Throttling Apps
Balance Kubernetes resource requests and limits to reduce throttling and wasted capacity.
How to Drain Kubernetes Nodes Without Evicting Critical Workloads
Protect critical workloads during Kubernetes node drains using disruption controls.
How to Use AWS DevOps Consulting to Scale
Scale AWS delivery with accountable consulting, IaC, rollback plans, and outcome metrics.
How to Configure Kubernetes HPA Without Causing Scaling Flaps
Tune HPA thresholds and stabilization windows to prevent unstable Kubernetes scaling.
How to Write an RFP for DevOps Consulting Firms
Clarify outcomes, constraints, security needs, and ownership before evaluating DevOps proposals.
How to Use Kubernetes Taints and Tolerations Without Stranding Pods
Use taints and tolerations safely to control scheduling without stranding workloads.
How to Configure Kubernetes Liveness Probes Without Causing Restart Loops
Tune liveness probe thresholds to prevent unnecessary Kubernetes pod restarts.
How to Choose DevOps Technologies That Scale
Align DevOps tools with startup maturity, operational capacity, and release risk.
How to Trial a DevOps Services Provider
Evaluate DevOps providers by shipped infrastructure changes, clearer runbooks, and reduced risk.
7 Questions to Ask Before Hiring a Staff Augmentation Company
Assess DevOps staff augmentation fit through scope, ownership, outcomes, and delivery risk.
7 Ways a DevOps Consulting Company Helps Startups Ship Reliably
Lean DevOps consulting addresses delivery bottlenecks without overbuilding platform operations.
How to Brief a DevOps Consultant
Define DevOps priorities, constraints, access needs, and outcomes before requesting estimates.
How to Choose Kubernetes Hosting for Production
Assess managed clusters, operations ownership, observability, database placement, and hidden costs.
How to Scope a DevOps Service Provider
Define DevOps ownership, access boundaries, handoffs, and success metrics before kickoff.
How to Cut Cloud Costs Without Slowing Teams
Reduce cloud spend with ownership, usage visibility, and delivery-safe governance.
How to Work With a DevOps Consulting Company
Set scope, access, ownership, and success measures before DevOps consulting starts.
How to Pick DevOps Solutions That Fix Scaling Pain
Diagnose scaling bottlenecks before selecting DevOps tools, platforms, or staffing.
7 DevOps Solutions for Common Startup Delivery Bottlenecks
Match DevOps help to clear delivery bottlenecks before buying broad packages.
How to Choose Managed Kubernetes for Your Startup
Assess managed Kubernetes readiness, IaC, RBAC, limits, upgrades, and incident ownership.
How to Get Value from DevOps Consulting Services
Set outcomes, access, ownership, and knowledge transfer before consultants begin.
How to Build a DevOps Services Plan
Prioritize DevOps work by delivery risk, ownership, observability, and measurable outcomes.
How to Design On-Call Before You Hire SRE
Define rotations, escalation paths, alert rules, and ownership before scaling reliability teams.
How to Build a Lean DevOps Tools Stack
Choose essential DevOps tools with clear ownership, strong observability, and repeatable CI/CD.
How to Understand Azure DevOps Before Adopting It
Assess Azure DevOps fit, setup effort, access needs, and adoption scope.
How to Plan a Kubernetes Migration
Assess workloads, dependencies, security needs, and rollout risks before migrating to Kubernetes.
How to Build a Startup Observability Stack
Select logging, metrics, tracing, and alerting tools that support startup scaling.
How to Build Production-Ready Azure Pipelines
Build CI/CD pipelines with tested merges, protected secrets, controlled releases, and documented rollback.
How to Use Azure Admin Portal for Startup Ops
Plan Azure subscriptions, permissions, resource groups, and budgets before your startup infrastructure scales.
How to Evaluate Azure for Your Startup
Evaluate operational readiness, networking, IaC, observability, and fit before adopting Azure.
How to Define Azure for Your Startup Stack
Define subscriptions, IAM, environments, IaC, and cost controls before scaling Azure.
How to Implement DevOps at a Startup
Shape startup DevOps around IaC, CI/CD, observability, ownership, and incident response.
How to Build a Repo Wiki Engineers Actually Use
Organize repo wikis around ownership, runbooks, architecture, and required maintenance.
How to Audit Azure DevOps Before You Scale
Review Azure DevOps projects, permissions, pipelines, credentials, deployments, and rollback paths.
How to Build a Startup CI/CD Pipeline in Azure DevOps
Create safer Azure DevOps releases with staging, scoped permissions, ownership, and rollback.
How to Choose DevOps Tools for a Startup
Define workflows, ownership, maintenance, observability, and developer experience before choosing tools.
How to Scope DevOps Services Before You Hire
Define infrastructure problems, ownership, handoff, and success measures before hiring DevOps help.
How to Buy DevOps Consulting Services
Define DevOps deliverables, ownership, knowledge transfer, and success measures before hiring.
When to Leave Heroku
Assess PaaS exit timing through cost, control, reliability, and scaling signals.
DevOps Team vs DevOps as a Service
Evaluate DevOps operating models by ownership, reliability, cost, and delivery readiness.
How to Set Up ADO for Startups
Configure Azure DevOps pipelines with lean approvals, access controls, and rollbacks.
Azure DevOps vs GitLab for Startups
Assess CI/CD maintenance, permissions, deployment fit, and startup team capacity.
How to Choose the Right DevOps Tools for Your Team
Evaluate DevOps tooling against workflows, maturity, integration needs, and team constraints.
Why & When to use GitOps: Use-Cases & Principles
Use GitOps principles to standardize Kubernetes delivery and deployment workflows.
From Gatekeepers to Service Providers: Reimagining DevOps Relationship with Developers
Shift DevOps from gatekeeping to developer-focused internal service delivery.
Proper Mindset for Handling Data and Databases: Between Scaling and Failing
Apply database design principles that support scaling and prevent operational failures.
Practical Tips for Kubernetes Upgrades for Startups
Plan version upgrades, validate workloads, and reduce Kubernetes change risk.
Deploy Kubernetes Resources using Terraform
Manage Kubernetes manifests declaratively through consistent Terraform-based infrastructure workflows.
Deploy a Kubernetes App & AWS Resources using Crossplane on Kubernetes: Part 2
Provision AWS resources for Kubernetes applications with Crossplane manifests.
Deploy AWS Resources using Crossplane on Kubernetes
Manage AWS infrastructure declaratively from Kubernetes with Crossplane.
Deploy Apache Airflow on AWS Elastic Kubernetes Service (EKS)
Run scalable Airflow data pipelines on EKS with secure deployment practices.
Terraform Starter Boilerplate for GCP using Terragrunt
Standardize GCP infrastructure provisioning with a practical Terragrunt boilerplate.
DevOps Agency vs. DevOps Consultancy vs. DevOps Services Company
Choose the DevOps partner model that matches your delivery needs.
Don't waste 6 months on hiring DevOps, take the 10 Hours DevOps Pill
A focused playbook for engineering leaders starting DevOps without hiring delays.
The CTO DevOps Handbook: Simple Principles and Examples
Simple DevOps principles and examples for CTOs guiding software delivery.
One-Click Environment: The Ultimate DevOps Goal
Automated environment provisioning accelerates delivery, quality, and recovery.
Calculating your Company's Required DevOps Capacity
Estimate DevOps staffing needs from delivery scale, system complexity, and automation leverage.
4 Ways to Increase Your Income as a DevOps Engineer
Improve DevOps compensation by focusing on measurable business value.
Understanding DevOps Before Hiring a DevOps Engineer
Clarify DevOps responsibilities before defining hiring criteria and team fit.