Infrastructure for continually self‑improving agents
A curated research map of Recursive Self-Improvement (RSI): models, agents, harnesses, embodied systems, automated AI R&D, benchmarks, and safety.
A curated list for Self-Improvement in Foundation Model Based Agentic Systems.
WikiSkill (arXiv:2608.27454) for Hermes Agent — self-evolving agent skills via a persistent knowledge wiki. Faithful Algorithm 1 implementation with real agent runs, isolated skill gating, and a documented live run log.
Survey: The Path to Recursive Self-Improving Agents: Foundation, Framework, and Future Directions
A curated, evidence-aware collection of recursive self-improvement research, agents, harnesses, benchmarks, and safety work.
The Dream Machine — a config-driven engine for nightly, cloud-scheduled, evidence-gated repository evolution. Composes @metaharness/flywheel, darwin, and redblue behind a promotion gate that never merges.
Build micro-vertical AI products with memory, workflows, human approvals, and governed improvement. The open-source engine behind every Areev Store product.