Hands-on engineering support when your product crashes, your cloud bill spikes, or your dev team is stuck.
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Your app slows down or crashes, your team keeps firefighting instead of launching new features.
The stack is unstable, and small changes cause unexpected bugs across the system.
You're facing growing technical risks, and the team lacks the confidence to take over.
You’ve worked on the issue, but it keeps coming back - and no one can explain why.
You’re scaling infrastructure blindly and paying for it without fixing the root cause.
Your developers are panicking, incidents keep happening, and you need clarity fast.
You need help understanding what's really blocking development progress.
Your team is overloaded, and even small changes feel risky and slow.
Your team is overwhelmed by integration, shifting expectations, and unclear priorities.

Led a winning team at the European Healthcare Hackathon 2023, designed and shipped a serverless genomic data platform for oncology use cases in under two days.
Sharing real-world solutions and infrastructure lessons as part of the AWS Community Builders program.
Built infrastructure tools, utilities, and dev workflows shared with thousands via GitHub.
Trusted by startups and communities to share insights on infrastructure, architecture design, and scaling real systems.
Fix what’s broken - fast. Outages, crashes, critical bugs, or messy deploys - I jump in, stabilize your system, and get your team back on track.
Hands-on Service or ConsultingCut costs without breaking things. Identify and fix inefficiencies in your AWS infrastructure, optimize resource utilization, and streamline operations for cost savings and improved performance.
Hands-on Service or ConsultingWhen you just need CTO. I step in as a temporary tech lead or strategic advisor, helping your team ship, scale, and clean up critical systems.
Hands-on as an Interim CTO“We were dealing with daily crashes and mounting pressure from users. Michal stepped in, found the root cause, and helped us stabilize everything. Honestly - a lifesaver.”

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