Your pipeline has been red for three days. The Kubernetes pods keep crashing after every deployment. Terraform plan shows 47 changes when you expected zero. You have spent hours on Stack Overflow, tried every suggested fix, and you are running out of time before the next release. These are not learning exercises — they are blocking your team right now.
I have spent 20+ years building and operating production infrastructure. I have debugged pipelines that failed only on Tuesdays, fixed Kubernetes networking issues that made no sense until you checked the CNI plugin version, and untangled Terraform state files that three different engineers had modified manually. When you are stuck, I can help you find the root cause fast — not with generic advice, but by looking at your actual setup and telling you exactly what is wrong and how to fix it.
Common Blockers
The build passes locally but fails in the pipeline. Or worse, it fails every third run with a different error. Flaky tests, race conditions in parallel stages, and misconfigured caching make pipelines unreliable and erode your team's confidence in deployments.
Pods stuck in CrashLoopBackOff, OOMKilled containers, health checks timing out, and HPA not scaling when traffic spikes. Kubernetes gives you powerful orchestration but the debugging experience is brutal when things go wrong in production.
Someone made a change in the console. Now your Terraform plan wants to destroy and recreate a production database. State locks are stuck, modules have circular dependencies, and nobody is sure which workspace corresponds to which environment anymore.
Your Docker image is 2GB because of build dependencies that should not be in the final image. Multi-stage builds are confusing, layer caching is not working, and every deployment takes 15 minutes just to push the image to the registry.
The AWS bill doubled last month and nobody knows why. Unused EBS volumes, oversized instances, forgotten NAT gateways charging data transfer fees, and no tagging strategy to attribute costs to teams or services.
When a deployment goes bad, your team panics. There is no clear rollback plan, database migrations cannot be reversed, and the blue-green setup was configured once by someone who left the company six months ago.
How We Help
Share your screen and walk through the problem together. I will look at your pipeline configs, Kubernetes manifests, and Terraform code — and help you find the root cause in real time instead of guessing.
Before you build, get a second opinion on your CI/CD architecture, infrastructure layout, or deployment strategy. Catching a design mistake before implementation saves weeks of rework.
Not just theory — I will look at your actual error logs, pipeline YAML, Helm charts, and cloud console with you. We work through the problem together until it is solved or you have a clear path forward.
Learn the patterns that production teams actually use. Proper branching strategies, environment promotion, secrets management, monitoring setup, and incident response workflows that work at scale.
Real Scenarios
Your Jenkins or GitHub Actions pipeline fails intermittently and nobody can figure out why. We will trace through each stage, identify race conditions, fix caching issues, and make your pipeline reliable again.
Pods are not starting, services cannot reach each other, or ingress is returning 502 errors. We will dig into the cluster state, check resource limits, and trace networking issues across namespaces.
Your cloud bill is growing faster than your user base. We will analyze your AWS account, identify waste, right-size instances, and implement a cost monitoring strategy that prevents surprises.
Your team gets paged at 3 AM for issues that are not real problems, while actual outages go undetected. We will design a monitoring strategy that catches real issues and lets your team sleep.
Who This Is For
You manage pipelines and infrastructure daily but hit a wall on a specific problem — a Terraform state corruption, a Kubernetes networking issue, or a pipeline that breaks only in production.
You write application code but need to deploy it. The infrastructure side is blocking you and your team does not have a dedicated DevOps engineer to help sort it out.
Your team is spending too much time on infrastructure issues instead of building features. You need an experienced architect to help unblock them and set up processes that prevent recurring problems.
You are building everything yourself and need to get infrastructure right without spending weeks learning every DevOps tool from scratch. You need targeted guidance for your specific situation.
Pricing
Single consultation sessions, multi-session packs, and engagement packages available. See all pricing options on our Work Assistance page.
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Get Started
Describe the problem you are facing. We will respond within 24 hours with a plan to help.
