Agentic data science with the Data Agent Kit
cloud.google.com·6h ago
AI Research
arXiv CS.AI·Aug 31·5 min read
Logos: An Agent Harness on a Cross-Process Bus
TL;DR
Logos is a cross-process agent harness that allows dynamic assembly of capabilities as plugins, improving fault tolerance in agent systems. It enables sessions to resume without repeated effects after failures, contrasting with traditional single-process configurations.
✦ Why It Matters
Consider adopting cross-process architectures to enhance fault tolerance in your agent systems today.
Key Takeaways
- Explore cross-process architectures for improved fault isolation.
- Utilize append-only transcripts to maintain session continuity.
- Implement dynamic capability assembly in agent systems.
- Test the resilience of your systems against process failures.
How It Works
Logos operates by treating each plugin as a separate process, which allows for independent execution and fault handling. This design minimizes the risk of a single failure affecting all components, as only the faulty process is interrupted.
The append-only transcript serves as a shared state that records interactions without risking data loss, enabling sessions to resume without repeated effects after failures.