Pragmatic engineering for teams done with bloated systems.
I help organizations simplify architecture, harden infrastructure, automate delivery, and adopt AI without burning money on oversized models and shallow automation. No cargo-cult platforms. No resume-driven stacks. No complexity theater.
00 // Backlog Strike Mode
Ship the thing your team keeps needing but never gets to.
Fast-growing teams collect important work that never reaches the board: brittle deploys, missing automation, internal tools, observability gaps, flaky systems, or the feature everyone wants but nobody can prioritize.
I come in where the team is overloaded, turn vague pain into scoped work, and ship the thing. Sometimes that means clearing backlog. Sometimes it means removing the source of recurring fires so the team can get back to building.
01 // Architecture
System design, modernization, technical strategy, and pragmatic stack choices. Built for maintainability, delivery speed, and real constraints.
02 // DevOps & Infrastructure
CI/CD, Infrastructure as Code, observability, cloud foundations, deployment safety, and automation that removes manual pain instead of adding process.
03 // AI Adoption & Coaching
One-shot demos are hype. Production AI is guidance, agents, model choice, and token discipline. I coach teams to spend fewer tokens, waste less compute, and use small or local models when they fit, not just throw the biggest model at every task.
Fit Check
This works best if you want someone with a no-BS approach who says no to nonsense, asks uncomfortable questions, and spends the extra time thinking through problems to reach the best outcome.
Sovereignty Mindset
I work globally, but care deeply about European technical sovereignty. When it makes sense, I help teams choose capable European tools, hosting, and vendors instead of defaulting to the usual giants.
Pricing Without Theater
Not every problem should be billed by the hour.
Hourly work is available when it makes sense, but the default is fair project-based pricing tied to context and impact. A Kubernetes cluster, CI/CD pipeline, or AI workflow is not worth the same to every company. I price the work like an adult: clear scope, honest value, no inflated consultancy games.