{
  "schema_version": "newruntime-agent-readable-v0.1",
  "type": "post",
  "slug": "agentic-self-improvement-survey",
  "title": "Agentic Self-Improvement Is Becoming Its Own Field",
  "description": "A survey of self-improvement in modern agentic systems maps how agents improve prompts, memory, tools, plans, and workflows, while showing why guardrails matter.",
  "status": "published",
  "published_at": "2026-07-21",
  "topics": [
    "agentic-systems",
    "self-improvement",
    "research"
  ],
  "source_urls": [
    "https://arxiv.org/abs/2607.13104"
  ],
  "routes": {
    "html": "https://newruntime.com/posts/agentic-self-improvement-survey/",
    "markdown": "https://newruntime.com/posts/agentic-self-improvement-survey.md",
    "json": "https://newruntime.com/posts/agentic-self-improvement-survey.json"
  },
  "source_format": "markdown"
}