We share the results of our first overnight agent run.
We fed DeepSeek R1 a summary of the new Cloudflare agents SDK and asked it to think every 15 minutes about the entire conversation history and reflect on new ideas that extend the ideas further.
The results are wild. A summary of the final result:
"The reflection outlines a comprehensive framework for implementing adaptive swarm intelligence systems using decentralized coordination, bio-inspired mechanisms, and quantum-safe infrastructure. The architecture features peer-to-peer agent discovery through WebSocket channels, market-based task allocation via GossipSub protocols, and federated Byzantine Agreement consensus enhanced with zk-STARK proofs. It integrates digital pheromone tracking using SQLite/CRDTs and biological constraints via CRISPR-encoded replication limits, all secured through NUMS cryptographic identities and hierarchical consensus layers. Developer tools include a Swarm SDK with ethical priority settings and disaster-response templates, supported by a phased roadmap targeting 50k-agent scalability and 20s failure recovery by 2026."
A full log of the chat and system prompt are here: https://github.com/OpenAgentsInc/overnight-agent
What's next: We can reason overnight. Can we code overnight?