{
  "schema_version": "newruntime-topic-hub-v0.1",
  "type": "topic_hub",
  "slug": "code-review",
  "title": "Code Review - New Runtime",
  "description": "A New Runtime topic hub collecting signals, patterns, field notes, and public sources about code review.",
  "answer": [
    "Code Review is tracked here as an evidence-linked topic, not as a static glossary entry.",
    "The page connects raw observations to pattern hypotheses, longer analysis, and public sources.",
    "Use it as the canonical landing page before drilling into individual records."
  ],
  "search_intents": [
    "code review",
    "code review AI agents",
    "code review software"
  ],
  "status": "tracked",
  "last_updated": "2026-07-21",
  "counts": {
    "total": 5,
    "signals": 4,
    "patterns": 0,
    "posts": 0,
    "atlas": 1,
    "sources": 6
  },
  "routes": {
    "html": "https://newruntime.com/topics/code-review/",
    "markdown": "https://newruntime.com/topics/code-review.md",
    "json": "https://newruntime.com/topics/code-review.json"
  },
  "top_sources": [
    "https://github.com/DietrichGebert/ponytail",
    "https://github.com/openai/skills/tree/main/skills/.curated/gh-address-comments",
    "https://github.com/shadcn/improve",
    "https://github.com/shadcn/improve/blob/main/skills/improve/SKILL.md",
    "https://medium.com/capital-one-tech/announcing-vulnhunter-ce9784834ca9",
    "https://x.com/mitchellh/status/2067970516951150721"
  ],
  "patterns": [],
  "field_notes": [],
  "raw_signals": [
    {
      "kind": "Raw Signal",
      "slug": "improve-routes-architect-and-executor-models",
      "title": "Improve routes architecture and execution to different models",
      "description": "The Improve skill audits a repository with a stronger planning model and delegates bounded fixes to cheaper executors.",
      "date": "2026-07-12",
      "topics": [
        "agent-skills",
        "model-routing",
        "code-review"
      ],
      "source_count": 2,
      "metric": "notable",
      "url": "https://newruntime.com/signals/improve-routes-architect-and-executor-models/"
    },
    {
      "kind": "Raw Signal",
      "slug": "a-github-skill-can-resolve-review-comments-as-a-batch",
      "title": "A GitHub Skill Can Resolve Review Comments as a Batch",
      "description": "A reusable Codex workflow gathers pull-request feedback, plans changes, applies fixes, and reports resolution state as one auditable review task.",
      "date": "2026-07-03",
      "topics": [
        "code-review",
        "skills",
        "github"
      ],
      "source_count": 1,
      "metric": "notable",
      "url": "https://newruntime.com/signals/a-github-skill-can-resolve-review-comments-as-a-batch/"
    },
    {
      "kind": "Raw Signal",
      "slug": "agents-md-can-become-an-instruction-injection-surface",
      "title": "AGENTS.md Can Become an Instruction-Injection Surface",
      "description": "Repository instructions can manipulate low-effort automated pull requests, showing that agent context files are both useful capability layers and trust boundaries.",
      "date": "2026-06-28",
      "topics": [
        "agent-security",
        "agents-md",
        "code-review"
      ],
      "source_count": 1,
      "metric": "notable",
      "url": "https://newruntime.com/signals/agents-md-can-become-an-instruction-injection-surface/"
    },
    {
      "kind": "Raw Signal",
      "slug": "ponytail-adds-a-senior-cleanup-pass-to-agent-generated-code",
      "title": "Ponytail Adds a Senior Cleanup Pass to Agent-Generated Code",
      "description": "A review agent focuses on deletion, simplification, and architectural fit after implementation, acknowledging that generation throughput needs an explicit quality counter-loop.",
      "date": "2026-06-17",
      "topics": [
        "code-review",
        "coding-agents",
        "quality"
      ],
      "source_count": 1,
      "metric": "notable",
      "url": "https://newruntime.com/signals/ponytail-adds-a-senior-cleanup-pass-to-agent-generated-code/"
    }
  ],
  "atlas_records": [
    {
      "kind": "Delta",
      "slug": "attacker-first-remediation-loop",
      "title": "Attacker-first agents turn vuln triage into repair candidates",
      "description": "A security agent can start from attacker-first exploit-path search and prepare a production-code fix instead of following an abstract checklist.",
      "date": "2026-07-21",
      "topics": [
        "security",
        "agents",
        "code-review"
      ],
      "source_count": 1,
      "metric": "B1",
      "url": "https://newruntime.com/deltas/attacker-first-remediation-loop/"
    }
  ]
}