{
  "schema_version": "newruntime-agent-readable-v0.1",
  "type": "capability_delta",
  "slug": "shared-context-portability",
  "title": "Shared context lets AI clients stop starting from zero",
  "description": "A separate context layer lets multiple AI clients read shared project context without a human manually copying memory.",
  "status": "published",
  "observed_at": "2026-07-21",
  "before_capability": "Each AI client learns the project separately and loses context when the user switches tools.",
  "enabling_change": "A shared MCP-compatible context layer exposes structured memory outside one client.",
  "after_capability": "Different agents can reuse the same governed project context.",
  "human_consequence": "The user spends less time carrying decisions, architecture notes, and preferences between Claude, Codex, Cursor, and other clients.",
  "verification_level": "source-inspected",
  "buildability_class": "B1",
  "bottleneck": "Governance, provenance, write permissions, and stale memory handling remain product-hard.",
  "related_shift": "shared-context-infrastructure",
  "related_posts": [
    "unabyss-shared-context-layer"
  ],
  "topics": [
    "context-engineering",
    "mcp"
  ],
  "source_urls": [
    "https://unabyss.com/",
    "https://www.producthunt.com/products/unabyss"
  ],
  "featured": false,
  "routes": {
    "html": "https://newruntime.com/deltas/shared-context-portability/",
    "markdown": "https://newruntime.com/deltas/shared-context-portability.md",
    "json": "https://newruntime.com/deltas/shared-context-portability.json"
  },
  "source_format": "markdown"
}