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OB. The Architect Layer
Interactive
Dive In

Every system,
every layer.

Seven systems — shipped platforms and the blueprints I structure everything with — each opened in three layers: the system view, the component map, and the live wire. Every box carries its why.

12+
Projects shipped
4+
Enterprise builds
5+
Years across the stack
01
Care Platform
Serverless GraphQL · AWS
02
Marketplace Platform
FastAPI · React Native · Stripe
03
Home Automation + Security
React Native · Swift · Kotlin · Socket.io
04
Agentic AI Systems
Multi-agent · Bedrock
05
Scalability Blueprint
Reference architecture · the why of every hop
06
Containerised Delivery
Docker · CI/CD · orchestration
07
Knowledge Platform
Docs-as-code · search · shared context

Agentic AI Systems

Multi-agent chat done responsibly — a router, domain specialists, guardrails, and durable many-to-many sessions where humans can join any conversation.

Layer 00
Interface wireframes
Multi-Agent Session
Session — 2 Agents · 1 Human
Router — Intent Confidence
92%
61%
Layer 01
System view
Inspector
Select a component

Click any block in the system view. The highlighted path follows the live wire below.

Layer 02
Component map
Session Fabric
Agent Mesh
Durability
Foundation
Inspector
Select a module

Click any module in the component map to see what it does and why it exists.

Layer 03
The live wire
  1. User → RouterA message enters the session — agents and humans share the same room.
  2. Router → SpecialistIntent is classified and routed to the right domain agent.
  3. Specialist → ModelsThe agent composes a grounded completion via Bedrock.
  4. GuardrailsThe response is screened against policy before it ships.
  5. PlatformThe turn persists in the session store — stateless agents, durable history.
  6. Human loopHumans can be invited into any session — oversight is a feature.
Shipped work and working theory — this is how I structure everything I touch.
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