tyes soukaina

automata (tyes soukaina, also written soukaina tyes). AI engineer building agentic systems and the architecture in between: deterministic and agentic automation, multi-agent orchestration, aligned intelligence, aligned governance, IT architecture.

public projects

the open-source side of the work. private systems and private contributions are not listed here.

• metis: command-line second brain for any folder of markdown notes. semantic ingest, chat with your notes, surface connections. pairs with obsidian.
• prism: model-agnostic, local-first AI coding assistant. runs locally via ollama or in the cloud via openrouter. open source.
• ark: scientific integrity tool. detects hallucinated citations and inflated claims in research papers.
• autago: self-specializing, self-evolving agent network. decentralized multi-agent coordination.