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AI-native engineering.
The future we're forging.
Code
The CLI.
The AI Engineering Manager for your codebase
Orchestrates Claude, Codex, and Gemini with smart routing, adversarial review, and a chain-hashed audit trail your compliance team can actually verify. Less than 200ms overhead.
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$ mdx review src/auth/ Adversarial Review: src/auth/ ────────────────────────────── Claude found 4 issues Codex found 3 issues Cross-validated: 2 agreed Unique: 3 Neither model alone found all 5 real issues. $ mdx cost --week Weekly Spend Claude ████████████░░ $12.40 Codex █████░░░░░░░░░ $4.20 Gemini ██░░░░░░░░░░░░ $1.80
Twin
The Mind.
A cognitive twin that thinks like you
Five specialized agents carry your expertise, judgment, and voice. The orchestrator reads your intent and routes to the right agent — or runs several in parallel. Your strategic mirror.
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MDx Twin
I need to restructure my platform team and decide whether to build or buy our API gateway.
Orchestrator routes to → Advisor + Architect
Advisor
Domain-aligned model is the move. Group by business capability, not technical layer. Clear ownership → faster decisions → less "who owns this?" drama...
Architect
API gateway → start managed. Kong or AWS. Don't build custom until you're hitting real extensibility walls. Save the engineering calories for what differentiates you.
OS
The System.
The operating system for AI-native work
15 integrated components. Multi-agent orchestration. The full stack for how engineering leaders think, decide, and build — powered by agentic systems.
Foundation
Cognitive Identity
Knowledge Architecture
Context Engine
Memory
Agents
Orchestrator
Specialist Agents
Skills Framework
Tool Integration
Governance
Guardrails
HITL Protocols
Audit
Security & RBAC
Evolution
Learning Loops
Federation (MCP)
Metrics & Observability
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Pubs
The Journal.
The ideas behind the builds
Engineering manifestos, transformation playbooks, and field notes from leading 650+ engineers through the shift to AI-native development.
All publications
Labs
The Frontier.
Where the next thing gets built.
Coming Soon