Activearchitecturesandclassifiedblueprints
Production-grade engines built to scale beyond their category. Each system is a self-contained architecture with its own schema, lifecycle, and purpose.
Active Systems
Modules Shipped
In Production
Top Completion
Active Systems
The engine room
Five independent systems, each solving a different category of problems. Built to compose, not couple.
Fyboard
The productivity command center
A full-stack SaaS platform combining task management, note-taking, and workflow orchestration into a single unified system. Built with a modular engine architecture where every feature is an independent, composable unit.
Activity
8+
Modules
Modular
Architecture
Memory Engine
Persistent context across sessions
A context management system that enables AI models to remember, retrieve, and reason across conversations. Uses vector embeddings, semantic search, and structured memory graphs to maintain continuity.
Activity
< 50ms
Retrieval
Infinite
Context
Permission Architecture
Fine-grained access at scale
A role-based and attribute-based access control system that handles complex permission hierarchies. Supports team-level, resource-level, and field-level granularity with real-time enforcement.
Activity
Field
Granularity
< 5ms
Latency
Workflow Orchestrator
Automation graphs that run themselves
A state machine and pipeline execution engine that models complex business workflows as directed graphs. Supports conditional branching, parallel execution, retry policies, and event-driven triggers.
Activity
24+
Nodes
Async
Execution
AI Reasoning Framework
Structured thinking for models
A framework that transforms raw LLM outputs into reliable, structured decisions. Uses chain-of-thought decomposition, self-critique loops, and confidence scoring to make AI reasoning transparent and auditable.
Activity
+34%
Accuracy
Multi
Chains
Engineering Principles
How I build
Schema First
Every system starts with a data model. The schema defines the boundaries, the relationships, and the contracts.
Modular by Default
Every feature is an independent engine. Systems compose, they don't couple. Swap any part without breaking the whole.
Scale > Features
I'd rather ship one thing that handles 10x load than ten things that break at 2x. Infrastructure over decoration.
Observability Built-In
Every system has logging, metrics, and traceability baked in from day one. If you can't see it, you can't fix it.
Zero Magic
No hidden state, no implicit behavior. Every decision is explicit, every side effect is declared, every path is traceable.
Ship & Iterate
Perfect is the enemy of production. Get the core right, ship it, then refine based on real usage patterns.
“I don't build features. I build engines that generate features.”