CONSULTING
Founder & Principal Systems Architect, AEGNTIC.
Engagements that install production agentic systems — skill chaining, compound engineering, MCP surfaces, and multi-agent orchestration that survive real load.
WHO THIS IS FOR
FILTER FIRST
Teams shipping agents into production — not demos. You need durable memory, verification, and coordination that holds under failure.
Operators drowning in tool sprawl — many models, few systems. Skill chaining and compound workflows beat more subscriptions.
Builders who want architecture, not slides — implementation-adjacent advisory. Code, MCP, control planes, measurement.
Not a fit: awareness workshops, generic “AI strategy” decks, or status-driven vendor bake-offs.
ENGAGEMENT TYPES
HIGH-SIGNAL ONLY
Production systems audit
Map current agent / MCP / automation surface. Identify single points of failure, low-leverage lock-in, and the 20% of architecture changes that unlock the rest. Written findings + ranked fix order.
Skill chaining & compound engineering
Design and install verification chains so knowledge compounds instead of accumulates. Wire skills, tools, and agents into repeatable execution paths with explicit parity inversion away from isolated one-offs.
Multi-agent orchestration
Control-plane design for swarms and coordinated agents — lifecycle, failover, credentials, task queues. Grounded in production patterns from clawREFORM and related systems.
Embedded systems architecture
Time-boxed embed with your team. Architecture decisions, implementation review, MCP / agent surface design. Outcome: working systems and a team that can extend them without permanent dependency.
OPERATING PRINCIPLES
HOW WORK IS DONE
Systems over decks. Deliverables are architectures, repos, and measurable execution — not workshop theater.
Survivability first. No single points of failure introduced for speed. Margin of safety on irreversible choices.
Compounding preferred. Prefer changes that create future optionality. Reject linear effort traps.
Primitives in play when relevant: Ontological Shear, Antifragile Forgetting, Skill-Chain Parity Inversion.
START
HIGH-SIGNAL INBOUND
Send context: current system, constraint, and what “done” looks like in 90 days. If the game is worth playing, we structure the engagement from there.