Operator and builder. Fifteen years shipping production systems. Now building AI that actually runs.
Previous POCs collapsed at concurrency. Rebuilt the infra layer — routing, caching, eval harness, observability on day one. Production from week one.
Technical lead for system design and the AI lab. Owns ADR process, LLM routing layer, eval pipeline, and multi-agent prototyping for the platform.
Natural language to live Fly.io + Docker Compose stacks in under 90 seconds. Validation layer before apply. Self-healing loop handles 94% of runtime issues autonomously.
Unified chatbot and workflow platform for supply chain operations. Bottler and mounting automation, ML-driven demand signals, and vendor management in a single interface.
Sub-100ms pricing API for 50K+ daily requests. ML demand forecasting, competitor rate signals, and yield management across 12 LATAM tourism markets.
Privacy-aware routing with per-workload policies and fallback chains.
ChromaDB → pgvector with integrity checks and rollback.
Provisioning agent skeleton: spec → validate → dry-run → apply → heal.
Minimal opinionated eval framework. CI-ready. Ships with the code.
Not a newsletter about AI in general. A dispatch from inside production systems — what broke, what shipped, what I'd do differently. Operators and founders only.
You're in. First issue Friday.
Check your inbox for a confirmation — sometimes lands in spam.Two paths in. One conversation either way — no pitch decks, no discovery forms.
If you have a process to automate: start with a Readiness Sprint. Two weeks, written report, fee credited toward whatever ships next.
If you're earlier — exploring, evaluating, gut-checking — just write. One paragraph. Forty-eight hour reply.
Message sent.
Expect a reply soon.
I read every inquiry personally and reply within 48 business hours. If it's urgent, email im@systec.dev directly.