The underlying platform — agent infrastructure, models, evaluation harnesses, and observability.
The Symbiosis system is only as fast as the tools beneath it — and only as trustworthy as their telemetry. Tools and technology include: the LLM infrastructure (with LLM-agnostic abstraction — OpenAI, Anthropic, Mistral, self-hosted), the agent orchestration layer, evaluation and testing harnesses, the portfolio management tool (Synapse), the Knowledge Mesh infrastructure (PostgreSQL + pgvector), observability and monitoring, and the CI/CD pipelines that enable rapid Play execution.
Critically, Symbiosis is designed to be vendor-agnostic: every technology dependency is behind an adapter interface, so organisations can use their existing enterprise agreements and comply with data sovereignty requirements.
Key principles
- LLM-agnostic abstraction — model choice stays open.
- Evaluation harnesses built in, not bolted on.
- Observability for every agent action.
- Only as fast as its tools, only as trustworthy as its telemetry.