Technology
The systems we're building.
Research areas, engineering principles, and the architecture behind Konnon's intelligent software systems.
Research Focus
Where we invest our research.
We focus on the foundational problems that make AI systems genuinely useful in practice.
Persistent Memory
Systems that maintain context across sessions. Not just conversation history — structured knowledge that grows and compounds over time.
Reasoning Systems
Multi-step inference that goes beyond retrieval. AI that reasons through problems, evaluates evidence, and arrives at conclusions.
AI Infrastructure
Owning the intelligence layer. We build our own reasoning engine, memory systems, and orchestration — not rented APIs.
Multi-Agent Systems
Coordinated intelligent systems that divide complex tasks, share knowledge, and solve problems no single agent can handle alone.
Knowledge Intelligence
Networks that connect information across documents, conversations, and domains — surfacing insights that span your entire knowledge base.
Developer Intelligence
Tools that understand your codebase, architecture, and patterns. AI that helps developers navigate complexity, not just autocomplete syntax.
Engineering
How we build.
These principles guide every decision, every line of code, and every product we ship.
First Principles
We reason from fundamentals. Every system is designed from the ground up, not assembled from trending frameworks.
Own the Stack
Our reasoning engine, memory systems, and orchestration are our own. We optimize at every level.
Research Before Product
We publish our thinking. Every product decision is grounded in research, not market trends.
Long-Term Thinking
We build for decades. Every system is designed to compound knowledge over time.
Architecture
Built from first principles.
We own the full stack — from memory layer to reasoning engine to knowledge graph.
Memory Layer
Persistent, structured knowledge that survives across sessions and grows with use.
Reasoning Engine
Multi-step inference that evaluates evidence and arrives at conclusions — not just retrieval.
Knowledge Graph
Connected information across documents and domains, surfacing insights that span your work.
Open Research
We publish our thinking.
Research notes on persistent memory, reasoning systems, and building intelligence that compounds.
Ready to try Aruvo?
Join the private beta. Free access during our early phase.
Join 500+ others on the waitlist · Beta invites sent weekly