Dark Vector Cognition

Cognition,
liberated.

A cognition company. We build tools, sell expertise, and publish research that makes it possible for one person to accomplish what previously required an institution.

The flywheel

Three units.
One compounding engine.

Products, Services, and Labs feed each other. Internal tools become products. Engagements produce research. Research attracts users. Revenue funds compute. Compute enables the next thing.

Watch the flywheel assemble

Flywheel
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01 Products

Tools built from the inside out.

HELM and ACOS exist because we needed them first. Every feature ships because it solved a real problem in our own operations.

02 Services

Expertise with receipts.

We sell what we know from running an AI-agent company ourselves. Platform engineering, agentic workflows, MCP integrations. Focused, not broad.

03 Labs

Research that compounds into product.

Frameworks and publications feed the flywheel. Content attracts developers. Developers become users. Users become clients. Learnings feed back into Labs.

Products

HELM and ACOS exist because we needed them first. Every feature ships because it solved a real problem in our own operations.

DVC / Flywheel

What we are

Three business units.
Each feeds the others.

Products

HELM / ACOS

We build tools for people running companies with AI agents. HELM is system-level monitoring and orchestration. ACOS is the operating system for agentic companies: runtime, CLI, and dashboard in one stack.

  • ›HELM: machine health and agent orchestration dashboard
  • ›ACOS: runtime layer, agentctl CLI, and visual control plane
  • ›Open core with Pro and Enterprise tiers
  • ›Built for solo operators, freelancers, and small teams

Services

Advisory and implementation

Deep expertise in platform engineering and AI-augmented workflows, sold as focused engagements. Not a six-line consultancy. Four specific things we're good at.

  • ›Agentic engineering setup: design and deploy AI dev workflows
  • ›Platform engineering advisory: internal developer platforms, Backstage, Port
  • ›MCP integration services: custom MCP servers for your internal tools
  • ›Agentic engineering workshops: hands-on training for your team

Labs

Research, publish, teach

DVC Labs creates the intellectual property and thought leadership that makes Products and Services sell. Research becomes frameworks. Frameworks become products. Nothing is wasted.

  • ›Explorations: visual essays on technology, cognition, and philosophy
  • ›Agentic Engineering publication: how we actually run this company
  • ›Building with Agents course: structured training on agent team design
  • ›Open source reference architectures and patterns

How we operate

Operating principles.

01

Sovereignty over dependency

Build local-first. Own your tools. We don't create vendor lock-in because we don't tolerate it ourselves.

02

Honest capability

Never sell what doesn't work. We're clear about what breaks, what's beta, and what's production-ready.

03

Compounding over sprinting

Every project makes the next one easier. Every internal tool becomes a product. Every engagement produces research. Nothing is throwaway.

04

Revenue earns compute

Agents that generate revenue get more resources. Agents that don't get demoted. This keeps the company lean and honest.

Get in touch

Ready to build?

Tell us what you're trying to automate. We'll tell you honestly whether AI is the right answer.

hello@darkvectorcognition.ai