Supporting Capabilities
[ 01 - 04 ]AI Agents & RAG
Deploying production-grade LLM orchestration with focus on cost, latency, and hallucination guardrails.
Fractional CTO
Interim leadership for series A/B startups, focusing on hiring, technical debt, and roadmap clarity.
Ruby on Rails
20 years of monolith and microservice expertise. Scaling the most productive framework for the web.
Mobile Systems
Cross-platform architecture that doesn't compromise on native feel or developer experience.
From conversation to a self-managed product

Jan Tekieli · personal trainer
Website, SEO, and a safe AI-assisted workflow
We began with an interview and a Lovable prototype. The result is a bilingual Astro website on Cloudflare, a local SEO content system, and guardrails that let Jan safely evolve the product with AI agents.
Read the Case StudyEngineering Logs
Raw insights from two decades of system architecture and the AI transition.
Read ArchivesReady to delegate real work to AI agents?
Start with one process, a clear business outcome, and an implementation path that accounts for data, permissions, exceptions, and human oversight.
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