Autonomous multi-agent systems · MCP-native tooling · self-improving AI infrastructure
Vixona Technologies is an independent AI engineering studio. We build production-grade autonomous agent platforms — systems in which specialized agents plan, deliberate and improve, rather than single-shot prompt wrappers.
Every project we ship is tested, auditable, and designed to run on modest hardware — our own development happens on a phone, and the framework core runs there with zero third-party installs.
Our flagship, nexus-core, is open source under the MIT license.
| Area | What it means |
|---|---|
| Multi-agent orchestration | 20 built-in agents (core · planning · quality · ops) coordinated by Supervisor, Pipeline, Fanout, Delegation and Blackboard patterns |
| Council deliberation | Multi-agent debate that converges on a verdict, with a recorded transcript and consensus score |
| Model Context Protocol | Native MCP server, client and agent bridge — 30 tools, including read-only Git tooling |
| Continual learning | Experience collection → lesson extraction → consolidation, so the system improves with use |
| Security & quality | Offline static security scanner (8 agents), adversarial red-team suite, 1,800+ automated tests |
Unified AI Agent System — memory + learning + security + 20 agents.
- 20 built-in agents across core, planning, quality and ops, plus a factory for custom ones
- Patterns that compose — Supervisor, resumable Pipeline, Fanout, Delegation, Blackboard
- Four SQLite memory stores (episodic · semantic · procedural · emotional) with retrieval
- MCP-native — 30 tools exposed to any MCP-capable client
- Stdlib-first — the framework runs with zero third-party installs; extras are opt-in
| Project | Description |
|---|---|
| BASIRAH-AI | Arabic-first platform that indexes, classifies and de-duplicates digital libraries and research — building a searchable knowledge base |
| qubhub | AI-powered automation hub with offline models and SQLite memory |
| seekfeek | DeepSeek harness — everything is a plugin |
© 2026 Vixona Technologies · Sana'a, Yemen
Engineering autonomous intelligence — built to run anywhere, tested like it matters.