Consulting

Daily DevOps is primarily a technical notebook, but I also take on focused consulting work when the problem matches my background in AWS, DevOps automation, platform operations, security-minded engineering, and AI-assisted delivery.

Service Hubs

Planning Resources

Focus Areas

AWS Operations Review

Assess account structure, deployment paths, observability, incident readiness, cost signals, and operational risks. Useful when a team needs a pragmatic outside read on what will break first.

DevOps Automation Sprint

Turn a manual workflow into a reviewed, repeatable automation path. Typical work includes CI/CD cleanup, infrastructure-as-code guardrails, release checks, runbooks, and operational scripts.

AI-Assisted Engineering Workflow

Design human-in-the-loop agent workflows for issue execution, code review, validation, deployment, and operational follow-through without losing production control.

Cost and Reliability Triage

Find the highest-leverage fixes across AWS cost, scaling, incident response, deployment risk, and observability. The goal is a short action list backed by evidence.

How Engagements Usually Work

  • A short intake to understand the business goal and current operating pain
  • A focused review of the relevant repo, AWS architecture, pipeline, or workflow
  • A written action plan with priorities and tradeoffs
  • Optional implementation support for the highest-value fixes

Frequently Asked Questions

What kinds of projects fit best?

The best fits are focused AWS, DevOps, migration, cost, security, and AI-assisted engineering problems where the team wants practical guidance and clear tradeoffs rather than a broad advisory retainer.

How do you usually start?

Most engagements start with a short intake, a review of the current system or workflow, and a narrow action plan that ranks the highest-value fixes first.

Do you help with implementation?

Yes. I can stay at the review-and-plan stage or help implement the highest-leverage fixes when the work benefits from hands-on execution.

How should a team prepare?

Bring the relevant repo, architecture notes, deployment flow, cost signals, and the business outcome you want to improve. The clearer the starting point, the faster the first useful recommendations arrive.

Start a Conversation

Use the contact form and include the system, workflow, or business outcome you want to improve.

You can also book a strategy call if you already know the project scope.