Agentic
Technical. Short. No philosophy here — that lives in /about.
Why Structure Precedes Autonomy
Autonomous systems need guardrails before they get freedom. Every agentic workflow I build starts with state machines, evaluation gates, and cost containment — not prompt engineering. Structure is what makes autonomy safe.
Mapping Systems to Agentic Capabilities
The infrastructure I've built — event-driven comms, CRM orchestration, funnel instrumentation — maps directly to agentic patterns. Multi-step workflows become agent chains. Attribution pipelines become evaluation frameworks. The transition is structural, not conceptual.
What I'm Exploring Now
Multi-agent orchestration with evaluation gating. Cost-controlled inference pipelines. Telegram-based agent interfaces. RAG frameworks with hard and soft evals. The goal: agents that can be trusted in production, not just demos.