Most AI advice today is noise. Engineering teams are caught between the pressure to "integrate AI" and the reality of dealing with unpredictable, probabilistic systems that break in production.

My focus is on deterministic automation architecture. By pairing orchestrators like n8n and agentic frameworks like LangGraph with a solid foundation of PostgreSQL and custom APIs, I design workflows that run reliably, scale predictably, and contain agentic failure states.

What I'm Thinking & Writing About

  • Pragmatic Low-Code: Using tools like n8n for rapid validation and building bridging infrastructure.
  • Agentic Orchestration: Transitioning from simple linear automation to complex state-machine routing without losing determinism.
  • The Hybrid Developer Toolkit: Why foundational command-line fluency and terminal-first tools (like Emacs) keep engineers versatile in an AI-copilot world.
  • Operational Efficiency: Optimizing latency, costs, and token footprints in production.

How to Work With Me

I map out the AI and automation blueprints for Series A/B engineering teams so they don't make costly architectural mistakes. I offer high-leverage, short-term strategic advisory:

  • AI & Automation Blueprints: A 2-hour session mapping out workflows, selecting your orchestrator stack, and designing a clear build spec.
  • Infrastructure & Cost Audits: Optimizing existing pipelines for speed, token efficiency, and database design.

Book an Architecture Blueprint Session or reach out at savvas@alexandrou.eu.