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      "summary": "The prototype that took us to the finals: one web page, synthetic sources, a language model proposing what to buy, and a person approving every quote.",
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        "A research desk that bought synthetic premium sources within an XRP budget and wrote a cited dossier.",
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        "src": "img/singhacks.png",
        "alt": "The SingHacks prototype: a verified dossier page with supporting and challenging evidence",
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      "summary": "Writers were paid at their own development-network wallets, and the run showed the ledger entry.",
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        "Each writer gets its own development-network wallet and is paid there directly.",
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      "title": "Code decides what to buy, inside your budget",
      "summary": "Purchases moved from the language model to deterministic policy code, inside a budget set once.",
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        "A neutral search across every listed writer instead of an allowlist of sites.",
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      "summary": "An on-stage demo of the October build for AI Tinkerers Singapore, a separate chapter from the finals.",
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        "The refund story on stage: a bought article breaks its promise and the money comes back.",
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        "The talk deck and speaker notes stay on this site."
      ],
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        "alt": "The ResearchAgent demo on stage at AI Tinkerers Singapore",
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          "claude mcp add researchagent -e MCP_MAX_BUDGET_MINOR=200 -e MCP_DAILY_CAP_MINOR=500 -- npx -y …/releases/download/v1.1.1/researchagent-mcp-1.1.1.tgz"
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        "caption": "Connect Claude Code (docs/mcp.md, current release line)",
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          "url": "https://github.com/Collaboration95/theFastandtheFungible/releases/tag/v0.1.0"
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        "Keyboard-first Run and Writers views, brand kit and exports."
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      "prerelease": false,
      "day": "2026-11-03",
      "label": "3 Nov",
      "title": "Fact menu",
      "summary": null,
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        "Signed fact menus in decisions. Live selection F1 0.235 → 0.419; wasted spend regressed 36.2% → 47.2%; the follow-up is #276.",
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      "label": "3 Nov",
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        "Offline Electron app, DMG and Keychain storage; installed launch to interactive 2.088 s (single local sample).",
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      ],
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        "alt": "The installed Mac app showing a completed answer",
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          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/305"
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      "label": "3 Nov",
      "title": "The money, made clear",
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        "Shell, plan, payments, refund and net Spend UI; four allowed keyframes.",
        "Wasted-purchase analysis and a frozen 140-question evaluation with confidence intervals.",
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      ],
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        "alt": "A run in progress: the payments rail shows a purchase being made within the budget",
        "caption": "Buying, with spend shown against the budget",
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          "label": "PR #318",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/318"
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          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/308"
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      "label": "3 Nov",
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        "Answer and claims redesign; the UC3 PDF went from 50 to 4 pages.",
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      ],
      "image": {
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        "alt": "A finished answer with the lead finding, one refunded and one verified purchase",
        "caption": "Finished answer: one kept, one refunded",
        "from": "docs/design/ux2/12-uc3-done.jpg",
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          "label": "PR #324",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/324"
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          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/319"
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      "summary": null,
      "bullets": [
        "`npm run verify:answer` checks an exported answer: 40/40 citations and 4/4 Testnet checks in the recorded run; a tampered file exits 1.",
        "Payment chaos testing: 1,729 fault episodes, 431 SIGKILLs, zero double charges (fixture only).",
        "Refreshed README and shared site header."
      ],
      "image": null,
      "snippet": {
        "lines": [
          "PASS checks: 57 PASS, 0 FAIL, 2 SKIP",
          "PASS audit anchor: Validated XRPL Testnet ledger 22057921",
          "PASS testnet 12/12 (read-only, s.altnet)",
          "RESULT PASS"
        ],
        "caption": "Offline verifier output (Python), recorded 7 Nov",
        "from": "docs/evidence/round4-j2/python-verifier.txt"
      },
      "proofs": [
        {
          "label": "Release notes",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/releases/tag/v0.7.0"
        },
        {
          "label": "PR #322",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/322"
        },
        {
          "label": "PR #317",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/317"
        },
        {
          "label": "PR #326",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/326"
        }
      ]
    },
    {
      "id": "v0.8.0",
      "kind": "release",
      "tag": "v0.8.0",
      "prerelease": false,
      "day": "2026-11-03",
      "label": "3 Nov",
      "title": "Any agent, one wallet",
      "summary": null,
      "bullets": [
        "SDK v1: typed streaming asks, verification and journaled x402 payments.",
        "Mac app hosts MCP over loopback HTTP with per-agent Keychain tokens and allowances, plus `verify_answer` and `hire` tools.",
        "Crash-safe engine restart, notify-only update checks, separate arm64 and x64 DMGs (unsigned)."
      ],
      "image": {
        "src": "img/v0-8-0.png",
        "alt": "Settings page: connect an agent with its own capped allowance",
        "caption": "Connect an agent with its own allowance (Settings, captured 7 Nov)",
        "from": "docs/evidence/settings/connect-an-agent.png",
        "captured": "2026-11-07",
        "sha256": "d473b76267debd8b8fe245e1077225d4c70b51c83ec6eb71cf566d941684063f",
        "width": 1280,
        "height": 800
      },
      "snippet": null,
      "proofs": [
        {
          "label": "Release notes",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/releases/tag/v0.8.0"
        },
        {
          "label": "PR #333",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/333"
        },
        {
          "label": "PR #334",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/334"
        },
        {
          "label": "PR #335",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/335"
        },
        {
          "label": "Testnet transaction",
          "url": "https://testnet.xrpl.org/transactions/281E67C5ECA6E401DD08FEA881E75D950782F58A3F97ABD4881DBCA6F0F2B4C3"
        }
      ]
    },
    {
      "id": "v1.0.0-rc.1",
      "kind": "release",
      "tag": "v1.0.0-rc.1",
      "prerelease": true,
      "day": "2026-11-04",
      "label": "4 Nov",
      "title": "Fair exchange: the writer is paid by publishing the key",
      "summary": null,
      "bullets": [
        "Release-candidate SDK, Python and MCP artifacts; desktop CI downloads Electron before DMG builds.",
        "Key-reveal escrow on first touch and in the live Testnet product.",
        "Fix Testnet reachability and first-impression money consistency."
      ],
      "image": {
        "src": "img/v1-0-0-rc-1.jpg",
        "alt": "A finished development-network run: escrow created, writer published the key, the hash matches, the article decrypts",
        "caption": "Key-reveal run on development-network (captured 7 Nov)",
        "from": "docs/evidence/u1-ux/after/1440x900/15-testnet-key-reveal-done.jpg",
        "captured": "2026-11-07",
        "sha256": "d583a6badcbc3de66992ecdae6db38072f9d6168cb44c7d0945e381a4b15ddf1",
        "width": 1440,
        "height": 900
      },
      "snippet": null,
      "proofs": [
        {
          "label": "Release notes",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/releases/tag/v1.0.0-rc.1"
        },
        {
          "label": "PR #370",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/370"
        },
        {
          "label": "PR #373",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/373"
        },
        {
          "label": "PR #369",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/369"
        },
        {
          "label": "Testnet transaction",
          "url": "https://testnet.xrpl.org/transactions/E6E5935D980117C6C5783F462B63050BF4EBAE0943AAC63C938B6084816F1DBF"
        }
      ]
    },
    {
      "id": "v1.0.0-rc.2",
      "kind": "release",
      "tag": "v1.0.0-rc.2",
      "prerelease": true,
      "day": "2026-11-05",
      "label": "5 Nov",
      "title": "Real development-network without cloning the repo",
      "summary": null,
      "bullets": [
        "Zero-clone Testnet MCP and app, fixture models, fictional writers and no real value; writer onboarding and judge path.",
        "TEST-SGD IOU key-reveal token escrow: three happy paths and a no-show cancellation; stand-in for RLUSD, not real RLUSD.",
        "RC.2 artifacts and generated installs; completed answers poll for their validated anchor without reload (browser regression)."
      ],
      "image": {
        "src": "img/v1-0-0-rc-2.png",
        "alt": "The zero-clone development-network app with an audited budget change",
        "caption": "Zero-clone development-network app, budget change audited (captured 7 Nov)",
        "from": "docs/evidence/settings/zero-clone-cap-audited.png",
        "captured": "2026-11-07",
        "sha256": "2be0eb809a79842fc44ee04020c935416acc3c4c460178caabfed4e142d2dd49",
        "width": 1280,
        "height": 800
      },
      "snippet": null,
      "proofs": [
        {
          "label": "Release notes",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/releases/tag/v1.0.0-rc.2"
        },
        {
          "label": "PR #376",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/376"
        },
        {
          "label": "PR #380",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/380"
        },
        {
          "label": "PR #378",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/378"
        }
      ]
    },
    {
      "id": "v1.0.0",
      "kind": "release",
      "tag": "v1.0.0",
      "prerelease": false,
      "day": "2026-11-07",
      "label": "7 Nov",
      "title": "One command to a verified purchase",
      "summary": null,
      "bullets": [
        "Opt-in TEST-SGD key-reveal token escrow on the zero-clone MCP and app with `--testnet --iou`.",
        "One-shot `try --testnet` judge path: UC3 with a S$2 cap, six numbered ledger links, `--ledger` verification and `RESULT PASS`.",
        "Stranger writer onboarding: `init <dir>` scaffolds two commented example notes."
      ],
      "image": null,
      "snippet": {
        "lines": [
          "Testnet · no real value · Fixture models and fictional writers",
          "1. Create: testnet.xrpl.org/…/9126E19D…",
          "2. Finish · sha256(K) = Condition ✓: testnet.xrpl.org/…/805AA52F…",
          "3. Refund · writer-signed · fixture writer cooperates (a real writer could refuse): testnet.xrpl.org/…/BFAC5EF0…",
          "4. Re-buy create: testnet.xrpl.org/…/278087AB…",
          "5. Re-buy finish · sha256(K) = Condition ✓: testnet.xrpl.org/…/484A818A…",
          "6. Anchor: testnet.xrpl.org/…/22081E19…",
          "…",
          "RESULT PASS"
        ],
        "caption": "try --testnet, cold run (docs/evidence/round4-j2)",
        "from": "docs/evidence/round4-j2/try-output.txt"
      },
      "proofs": [
        {
          "label": "Release notes",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/releases/tag/v1.0.0"
        },
        {
          "label": "PR #384",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/384"
        },
        {
          "label": "PR #387",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/387"
        },
        {
          "label": "PR #389",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/389"
        },
        {
          "label": "Testnet transaction",
          "url": "https://testnet.xrpl.org/transactions/9126E19D7BE8356061F7F44756E64FE6FB12C6B5F99621661D00DEA9B015B8CD"
        }
      ]
    },
    {
      "id": "v1.0.1",
      "kind": "release",
      "tag": "v1.0.1",
      "prerelease": false,
      "day": "2026-11-07",
      "label": "7 Nov",
      "title": "Answers lead with the fact you paid for",
      "summary": null,
      "bullets": [
        "Anchored abstentions: a DONE Testnet run that buys nothing now carries the 12-drop audit anchor, so every DONE Testnet run verifies online.",
        "22 sourced XRPL explainers from a disclosed \"team-authored explainer · sources cited · not an independent writer · Testnet\" writer.",
        "Blind judge banks: v3 held-out, dev and negatives."
      ],
      "image": {
        "src": "img/v1-0-1.jpg",
        "alt": "An answer whose first sentence is the purchased fact, with its citation",
        "caption": "Answer-first layout (captured 7 Nov)",
        "from": "docs/evidence/u1-ux/after/1440x900/06-answer.jpg",
        "captured": "2026-11-07",
        "sha256": "e8d005eb5d02e64f64a91197849bf624fd1c7e2af4e3280ca3f14a3147943dad",
        "width": 1440,
        "height": 900
      },
      "snippet": null,
      "proofs": [
        {
          "label": "Release notes",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/releases/tag/v1.0.1"
        },
        {
          "label": "PR #403",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/403"
        },
        {
          "label": "PR #407",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/407"
        },
        {
          "label": "PR #398",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/398"
        }
      ]
    },
    {
      "id": "v1.0.2",
      "kind": "release",
      "tag": "v1.0.2",
      "prerelease": false,
      "day": "2026-11-08",
      "label": "8 Nov",
      "title": "Honest states for anchors and no-purchase runs",
      "summary": null,
      "bullets": [
        "Anchor pending is no longer a failure.",
        "Anchored no-purchase runs show \"Anchored on XRPL · no purchase · ledger N\" and the Export menu; simulated declines stay \"not anchored (simulated)\".",
        "The plan modal and home subtitle state the real rule."
      ],
      "image": {
        "src": "img/v1-0-2.png",
        "alt": "A no-purchase run listing each article considered and why none cleared the value bar",
        "caption": "A no-purchase run explains each decision (captured 7 Nov, before the v1.0.2 anchor label)",
        "from": "docs/evidence/r5-k/decline-state.png",
        "captured": "2026-11-07",
        "sha256": "906e4bd4fb5c8449c917549a087a8e744dbcbcb8363103f051c0d505937bd974",
        "width": 1280,
        "height": 720
      },
      "snippet": null,
      "proofs": [
        {
          "label": "Release notes",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/releases/tag/v1.0.2"
        },
        {
          "label": "PR #418",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/418"
        },
        {
          "label": "PR #403",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/403"
        }
      ]
    },
    {
      "id": "v1.1.0",
      "kind": "release",
      "tag": "v1.1.0",
      "prerelease": false,
      "day": "2026-11-11",
      "label": "11 Nov",
      "title": "A hosted demo for judges, and receipts that verify from it",
      "summary": null,
      "bullets": [
        "A live sandbox with nothing to install: https://ra-front-651013803640.asia-southeast1.run.app, open 13–19 Nov 2026.",
        "Receipts from the sandbox verify with the published tools.",
        "It buys the right article, and fewer of them."
      ],
      "image": {
        "src": "img/v1-1-0.png",
        "alt": "A hosted-demo answer on XRP Ledger next to its payment card: each article paid by key reveal, every step linked to its transaction",
        "caption": "Hosted demo, XRP Ledger, 11 Nov",
        "from": "docs/media/readme-answer.png",
        "captured": "2026-11-12",
        "sha256": "561a3fcf16bc9ee0b270299eedb3b368506edb06e95280cef9e6c065a0181301",
        "width": 1280,
        "height": 1000
      },
      "snippet": null,
      "proofs": [
        {
          "label": "Release notes",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/releases/tag/v1.1.0"
        },
        {
          "label": "PR #432",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/432"
        },
        {
          "label": "PR #438",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/438"
        },
        {
          "label": "PR #441",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/441"
        }
      ]
    },
    {
      "id": "v1.1.1",
      "kind": "release",
      "tag": "v1.1.1",
      "prerelease": false,
      "day": "2026-11-11",
      "label": "11 Nov",
      "title": "First-click fixes and hosted receipt verification",
      "summary": null,
      "bullets": [
        "The first click buys one article and leads with the answer.",
        "The plan you confirm is the plan that runs.",
        "Every exported receipt verifies."
      ],
      "image": null,
      "snippet": {
        "lines": [
          "PASS checks: 46 passed, 0 failed, 2 skipped",
          "PASS audit anchor: Validated XRPL Testnet ledger 22228575",
          "PASS testnet 11/11 (read-only, s.altnet)",
          "Skipped is not failed. PASS does not prove who a writer is.",
          "RESULT PASS"
        ],
        "caption": "Published v1.1.1 Python wheel checking the committed hosted export, read-only development-network, 11 Nov",
        "from": "docs/submission/evidence/v1.1.1/verify-python.txt"
      },
      "proofs": [
        {
          "label": "Release notes",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/releases/tag/v1.1.1"
        },
        {
          "label": "PR #473",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/473"
        },
        {
          "label": "PR #472",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/472"
        }
      ]
    }
  ],
  "capabilities": [
    {
      "name": "Payment",
      "then": "A simulated by default; development-network optional",
      "now": "Each writer paid at its own development-network wallet, one charge per intent",
      "day": "2026-10-05",
      "label": "5 Oct",
      "tag": "v0.1.0",
      "proofs": [
        {
          "label": "#101",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/101"
        },
        {
          "label": "#103",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/103"
        }
      ]
    },
    {
      "name": "Who decides to buy",
      "then": "A language model proposed; a person approved every quote",
      "now": "Policy code buys within the budget you set, after one plan confirmation; a decision model only scores",
      "day": "2026-10-08",
      "label": "8 Oct",
      "tag": "known-good-2026-10-08",
      "proofs": [
        {
          "label": "Checkpoint tag",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/tree/known-good-2026-10-08"
        }
      ]
    },
    {
      "name": "Agents",
      "then": "One web page",
      "now": "An MCP server any agent can reach by URL, an x402 paid endpoint and TypeScript and Python SDKs",
      "day": "2026-11-03",
      "label": "3 Nov",
      "tag": "v0.1.0",
      "proofs": [
        {
          "label": "#266",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/266"
        },
        {
          "label": "#333",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/333"
        },
        {
          "label": "#523",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/523"
        },
        {
          "label": "#538",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/538"
        }
      ]
    },
    {
      "name": "Refunds",
      "then": "None",
      "now": "An opt-in holdback returns a share of the price without the writer; the rest pays on key reveal; no-show refunds use EscrowCancel after the deadline",
      "day": "2026-11-03",
      "label": "3 Nov",
      "tag": "v0.5.0",
      "proofs": [
        {
          "label": "#308",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/308"
        },
        {
          "label": "#540",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/540"
        }
      ]
    },
    {
      "name": "Mac app",
      "then": "None",
      "now": "An installable Mac app with keys in the Keychain (unsigned)",
      "day": "2026-11-03",
      "label": "3 Nov",
      "tag": "v0.4.0",
      "proofs": [
        {
          "label": "#303",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/303"
        }
      ]
    },
    {
      "name": "Proof",
      "then": "Citations checked inside the app",
      "now": "An offline verifier anyone can run, a protocol model, simulated crash schedules, and a large batch of real purchases each re-read from a public node",
      "day": "2026-11-03",
      "label": "3 Nov",
      "tag": "v0.7.0",
      "proofs": [
        {
          "label": "#322",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/322"
        },
        {
          "label": "#530",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/530"
        },
        {
          "label": "#533",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/533"
        }
      ]
    },
    {
      "name": "Writers",
      "then": "Team-run only",
      "now": "Anyone can publish a folder of notes, or a note from a phone through moderation, as a paid writer",
      "day": "2026-11-03",
      "label": "3 Nov",
      "tag": "v0.3.0",
      "proofs": [
        {
          "label": "#300",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/300"
        },
        {
          "label": "#389",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/389"
        },
        {
          "label": "#532",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/532"
        }
      ]
    },
    {
      "name": "Fair exchange",
      "then": "Pay first, then read",
      "now": "Key-reveal escrow: the writer is paid only by publishing the key",
      "day": "2026-11-04",
      "label": "4 Nov",
      "tag": "v1.0.0-rc.1",
      "proofs": [
        {
          "label": "#369",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/369"
        }
      ]
    },
    {
      "name": "Stablecoin path",
      "then": "XRP only",
      "now": "Token escrow in TEST-SGD, our stand-in: official RLUSD issuers have escrow locking off, so RLUSD cannot be escrowed yet",
      "day": "2026-11-04",
      "label": "4 Nov",
      "tag": "v1.0.0-rc.2",
      "proofs": [
        {
          "label": "#381",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/381"
        },
        {
          "label": "#384",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/384"
        },
        {
          "label": "#525",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/525"
        }
      ]
    },
    {
      "name": "Audit trail",
      "then": "None",
      "now": "Validated answer anchors are recorded on the ledger, even when nothing is bought; pending or unavailable anchors are labelled",
      "day": "2026-11-04",
      "label": "4 Nov",
      "tag": "v1.0.0-rc.1",
      "proofs": [
        {
          "label": "#366",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/366"
        },
        {
          "label": "#403",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/403"
        }
      ]
    },
    {
      "name": "First try",
      "then": "Clone, install, add a model key",
      "now": "One npx command ends in RESULT PASS with six ledger links",
      "day": "2026-11-07",
      "label": "7 Nov",
      "tag": "v1.0.0",
      "proofs": [
        {
          "label": "#387",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/387"
        }
      ]
    },
    {
      "name": "Sources",
      "then": "Synthetic sources only",
      "now": "The real XRPL and x402 documentation, plus ledger reports signed to a validated ledger",
      "day": "2026-11-12",
      "label": "12 Nov",
      "tag": null,
      "proofs": [
        {
          "label": "#527",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/527"
        },
        {
          "label": "#536",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/536"
        },
        {
          "label": "#537",
          "url": "https://github.com/Collaboration95/theFastandtheFungible/pull/537"
        }
      ]
    }
  ],
  "metrics": {
    "firstRun": [
      {
        "label": "MCP server starts",
        "unit": "s",
        "before": 56.5,
        "after": 6.292835709
      },
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        "label": "Testnet app ready",
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    "code": [
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      {
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        "label": "Local publish onboarding · generated test note · AccountSet"
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        "hash": "1360659C4F89DACA6A1C283FE3E516C95B585636DE37A25970E2D557F2090A6F",
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      {
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        "hash": "D8D8753152D3C6ADD3F0BC3A6E0E37D46E6B374884F0CDBF1009B2FD123038EB",
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        "kind": "Escrow locked",
        "hash": "888B84B5747ADA606C0DEA6C5D078FE8B620D9B8D9C243BB812579607B0B8E83",
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        "kind": "Escrow locked",
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        "label": "key reveal: EscrowCreate"
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        "label": "RLUSD: purchase"
      },
      {
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        "kind": "Payment",
        "hash": "3232360079F218229444F11B9945D0E5F29284FDCD7808AE5FB8D3AE9290F6AA",
        "label": "RLUSD: purchase"
      },
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        "kind": "Refund",
        "hash": "AE7D5941B85195321EAFA8707967DAC1C4A6C08168A3B4804CFEC8EA2DD6127D",
        "label": "RLUSD: refund"
      },
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        "kind": "Escrow locked",
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        "label": "escrow: create"
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      {
        "day": "2026-11-03",
        "kind": "Key published",
        "hash": "7367BA104561692202D04DBC1D15F8FB08FAD7ABA6BA5C76C82BEA1D02BD4846",
        "label": "escrow: finish"
      },
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        "kind": "Escrow locked",
        "hash": "EAA86976171D6238EF53947AA33D7D2FF8C4B328823F5575720FD72444F60A72",
        "label": "escrow: create"
      },
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        "kind": "Escrow returned",
        "hash": "C007A2966C71ADAE1743612E3386BB2F53FB0AF5F4B0B03D6ED67856E78408FA",
        "label": "escrow: cancel"
      },
      {
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        "kind": "Payment",
        "hash": "FE6EF0F8785B4FC776551B378B62B8E9BA480D17FA375A3BB637FCE310AD1373",
        "label": "interop: interop purchase"
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        "kind": "Payment",
        "hash": "570DE6EB58157FB8C5D1F8E23ECAF0A8340750ADFCB6A238CB8E70E2FD4B5588",
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        "hash": "225F19ED4BF1C206AE140D5286BE352F2F6E7A7A05A317D949DAEE876E98DAC6",
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        "kind": "Writer credential",
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        "label": "Testnet, credential: CredentialAccept"
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        "kind": "Writer credential",
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        "label": "Testnet, credential: CredentialAccept"
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        "kind": "Payment",
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        "label": "Testnet UC3: purchase"
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        "label": "Testnet UC3: refund"
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        "label": "Testnet UC3: purchase"
      },
      {
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        "kind": "Escrow returned",
        "hash": "8D9DF4E548A67DDA6A5A7158D8EE26EB7612FD0CF39D21BF6FB2E063082F6F09",
        "label": "EscrowCancel (writer no-show)"
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      {
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        "kind": "Escrow returned",
        "hash": "68D9259F24DFB6DA173AD7FDF2F36C990AA80123648A2875C9AF7492DEE9C785",
        "label": "EscrowCancel (writer no-show)"
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        "kind": "Escrow locked",
        "hash": "9CDAA8ABC676C8C64431492BF6D711BB242B1EF9047938A65BCF93B6E4AA8EED",
        "label": "round3-e: happy-1 · EscrowCreate · TEST-SGD IOU · stand-in for RLUSD · token escrow (XLS-85)"
      },
      {
        "day": "2026-11-04",
        "kind": "Key published",
        "hash": "5EDA5625CA3DC7B7CBF46EBB91D80BE84495215C59694151EECE3682DD59406E",
        "label": "round3-e: happy-1 · EscrowFinish · TEST-SGD IOU · stand-in for RLUSD · token escrow (XLS-85)"
      },
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        "kind": "Escrow locked",
        "hash": "89CEDE76741A3F20ADE967B79F724004D8D3B0EB1E37D392DC0E7F13C84CF0FC",
        "label": "round3-e: happy-2 · EscrowCreate · TEST-SGD IOU · stand-in for RLUSD · token escrow (XLS-85)"
      },
      {
        "day": "2026-11-04",
        "kind": "Key published",
        "hash": "88464DBFF06F88AC49DDA82EC89967F3CDF2E097BFF0A169B67F61F65B470848",
        "label": "round3-e: happy-2 · EscrowFinish · TEST-SGD IOU · stand-in for RLUSD · token escrow (XLS-85)"
      },
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        "kind": "Escrow locked",
        "hash": "4F406B3573A0E60A1D8D2DC7AEC8C50AD99522B48EDF53D57A4659AD3FC9CEA6",
        "label": "round3-e: happy-3 · EscrowCreate · TEST-SGD IOU · stand-in for RLUSD · token escrow (XLS-85)"
      },
      {
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        "kind": "Key published",
        "hash": "4772562290D9E58136CCA7572D1E4BF3418E7FA2B089C700D02C2EB680FAA628",
        "label": "round3-e: happy-3 · EscrowFinish · TEST-SGD IOU · stand-in for RLUSD · token escrow (XLS-85)"
      },
      {
        "day": "2026-11-04",
        "kind": "Escrow locked",
        "hash": "8DA4ECE71145A50A5B45AABAD90775897D527686E024FADAFA2D1E168E732948",
        "label": "round3-e: no-show · EscrowCreate · TEST-SGD IOU · stand-in for RLUSD · token escrow (XLS-85)"
      },
      {
        "day": "2026-11-04",
        "kind": "Escrow returned",
        "hash": "F89DD9B12A6C942E53C004EE247D7EE61B26470905C621FF105A4669961EEB30",
        "label": "round3-e: no-show · EscrowCancel · TEST-SGD IOU · stand-in for RLUSD · token escrow (XLS-85)"
      },
      {
        "day": "2026-11-04",
        "kind": "Escrow locked",
        "hash": "18B48FFB83BB9414361AF5CBFC66A7D932CEE4209BCA48B00E733E79DE96A335",
        "label": "round3-a: synthetic writer / fixture models · EscrowCreate"
      },
      {
        "day": "2026-11-04",
        "kind": "Key published",
        "hash": "2B4C8269637FFDB2E4EB1FAAFCF4214FE704975B25B664BBF8FB8C77A5A219FA",
        "label": "round3-a: synthetic writer / fixture models · EscrowFinish"
      },
      {
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        "kind": "Escrow locked",
        "hash": "4AE053AB8ECF0DAD3254B246A3481D3AA56626A3C59D28B598A6002BA21B855D",
        "label": "round3-a: synthetic writer / fixture models · EscrowCreate"
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      {
        "day": "2026-11-04",
        "kind": "Key published",
        "hash": "5018EDDE71DA1B0E44E372E6000946CEC1C3DC1743F7A6B1BAB66037E98E22D4",
        "label": "round3-a: synthetic writer / fixture models · EscrowFinish"
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      {
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        "kind": "Escrow locked",
        "hash": "626CCC4296050C8B26267C9EAEE62AC7F7A3BB6C64B558904740690817DE2183",
        "label": "round3-d: synthetic writer / fixture models · EscrowCreate"
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      {
        "day": "2026-11-04",
        "kind": "Key published",
        "hash": "2617F82941F18F624867070EBAC6342FCF480E3BF5E76774A03D4A6C06CF3341",
        "label": "round3-d: synthetic writer / fixture models · EscrowFinish"
      },
      {
        "day": "2026-11-04",
        "kind": "Writer credential",
        "hash": "A8AAD1E42C3877E8A15682BA65E86FB4C7E0DC36BC14685E0DF5EC07AC624023",
        "label": "round3-c: synthetic writer / fixture models · CredentialCreate"
      },
      {
        "day": "2026-11-04",
        "kind": "Escrow locked",
        "hash": "8F7318AD20B83D75C3CEC22A08CA530BC60027AFE823FE5BA20EA5C83A7C671B",
        "label": "round3-c: synthetic writer / fixture models · EscrowCreate"
      },
      {
        "day": "2026-11-04",
        "kind": "Key published",
        "hash": "AC7BC339205878056B70609EC8B243CFB0BB1F2E37EDF3D4BE3E46CA6AD247FF",
        "label": "round3-c: synthetic writer / fixture models · EscrowFinish"
      },
      {
        "day": "2026-11-07",
        "kind": "Escrow locked",
        "hash": "27D212C574CE2474C4F3D92D92F317841C6C7F9B8B5A540D201ECE3BF636A409",
        "label": "Team-authored writer · fixture models · EscrowCreate"
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      {
        "day": "2026-11-07",
        "kind": "Key published",
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        "label": "Team-authored writer · fixture models · EscrowFinish"
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        "kind": "Escrow locked",
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        "label": "Team-authored writer · fixture models · EscrowCreate"
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      {
        "day": "2026-11-07",
        "kind": "Key published",
        "hash": "3CCD1B906D9403339B5A84DB80C27D33B9652D19C0043D8994A4D1F7B47C4E22",
        "label": "Team-authored writer · fixture models · EscrowFinish"
      },
      {
        "day": "2026-11-07",
        "kind": "Escrow locked",
        "hash": "DB755285A871477EAACF82480DE6E4FB0F1EC227DF9CC5F03738B4A43FD935B4",
        "label": "Team-authored writer · fixture models · EscrowCreate"
      },
      {
        "day": "2026-11-07",
        "kind": "Key published",
        "hash": "38B91ECFAE075D27BB8B9A4A0CE7CA516767A5E23A02F9693A379C2A36000D7F",
        "label": "Team-authored writer · fixture models · EscrowFinish"
      },
      {
        "day": "2026-11-07",
        "kind": "Escrow locked",
        "hash": "E36AF9F1F91820FE1F23ED1F0C68638422F0A1AF2A3BE55111B1C63418878C5C",
        "label": "TEST-SGD IOU · stand-in for RLUSD · fictional writer · EscrowCreate"
      },
      {
        "day": "2026-11-07",
        "kind": "Key published",
        "hash": "384CA34FAC2F8562A2148FA843B6E10481BBE75BAA9BD777247E00D0181C02F5",
        "label": "TEST-SGD IOU · stand-in for RLUSD · fictional writer · EscrowFinish"
      },
      {
        "day": "2026-11-07",
        "kind": "Writer credential",
        "hash": "4AA1A23B93937026333CCE9EAB446823F06457D9771C5208C06C8B8C082E2CB7",
        "label": "Local publish onboarding · generated test note · CredentialCreate"
      },
      {
        "day": "2026-11-07",
        "kind": "Escrow locked",
        "hash": "5636C68E82096B570820608B9B4078C1E579568558BE8D6C876E98D716AE48F8",
        "label": "Local publish onboarding · generated test note · EscrowCreate"
      },
      {
        "day": "2026-11-07",
        "kind": "Key published",
        "hash": "0FA6A2834B3EDBC721E648CB43EFF20A43AC6B035A566EF73896BB3403D7B0CF",
        "label": "Local publish onboarding · generated test note · EscrowFinish"
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    ]
  },
  "misses": [
    {
      "id": "try-cold",
      "kind": "Missed",
      "title": "Two of four cold first-try runs overran 90 seconds",
      "did": "Kept the timeouts beside the passes; the 90 s limit stayed unchanged.",
      "source": "https://github.com/Collaboration95/theFastandtheFungible/blob/484856c2f0dcac910b1c983413d57eac6c015fa6/docs/evidence/round4-j2/README.md",
      "measure": "2 of 4 cold runs over 90 s: 73.8 s pass · 90.2 s timed out · stopped at the 90 s deadline · 84.2 s pass"
    },
    {
      "id": "heldout",
      "kind": "Measured",
      "title": "Most v4 blind held-out questions did not end in a purchase",
      "did": "Reported the blind number instead of the dev bank, then froze and ran a new blind bank (v5, 11 Nov).",
      "source": "https://github.com/Collaboration95/theFastandtheFungible/blob/484856c2f0dcac910b1c983413d57eac6c015fa6/docs/evidence/v4-heldout/README.md",
      "measure": "v4: 13 of 20 held-out questions ended without a cited purchase; the key fact led the answer in 2 of 20"
    },
    {
      "id": "v2-superseded",
      "kind": "Superseded",
      "title": "We replaced our own better-looking number",
      "did": "The v2 held-out score was written after the team notes; a blind v4 bank replaced it everywhere.",
      "source": "https://github.com/Collaboration95/theFastandtheFungible/blob/484856c2f0dcac910b1c983413d57eac6c015fa6/docs/evidence/j5-coverage/README.md",
      "measure": "v2 held-out 8/20 → blind v4 7/20"
    },
    {
      "id": "soak",
      "kind": "Missed",
      "title": "The loaded-host soak failed its loop-delay gate",
      "did": "Kept the failure; a quiet-host rerun passed all five gates. No threshold changed.",
      "source": "https://github.com/Collaboration95/theFastandtheFungible/blob/484856c2f0dcac910b1c983413d57eac6c015fa6/docs/evidence/soak-nov4-ab/README.md",
      "measure": "Loop delay p99 64.4 ms against a 50 ms limit on a busy host; 25.8 ms when quiet"
    },
    {
      "id": "iou-cold",
      "kind": "Missed",
      "title": "First stablecoin-escrow start was slow",
      "did": "Show provisioning progress in the app; the target stays.",
      "source": "https://github.com/Collaboration95/theFastandtheFungible/blob/484856c2f0dcac910b1c983413d57eac6c015fa6/docs/evidence/r5-a/README.md",
      "measure": "122.9 s cold against a 100 s target; 21.5 s warm"
    },
    {
      "id": "threshold",
      "kind": "Missed",
      "title": "No buy threshold met the waste ceiling",
      "did": "Kept the default 0.20 and recorded that no value passes every constraint.",
      "source": "https://github.com/Collaboration95/theFastandtheFungible/blob/484856c2f0dcac910b1c983413d57eac6c015fa6/docs/evidence/p1-threshold/README.md",
      "measure": "0 of 6 thresholds met the 18.75% waste ceiling"
    },
    {
      "id": "fact-menu",
      "kind": "Regressed",
      "title": "Signed fact menus raised wasted spend",
      "did": "Shipped the better selection, logged the regression and opened a follow-up.",
      "source": "https://github.com/Collaboration95/theFastandtheFungible/blob/484856c2f0dcac910b1c983413d57eac6c015fa6/CHANGELOG.md",
      "measure": "Wasted spend 36.2% → 47.2% (v0.3.0)"
    }
  ],
  "feedback": {
    "submissions": 15,
    "submittedOn": "4–5 Sep",
    "findings": 35,
    "ranked": 7,
    "drafts": 8,
    "filed": 0
  },
  "next": [
    {
      "status": "Done",
      "title": "Hosted sandbox for judges, 13–19 Nov",
      "body": "A public web version on development-network, live since 11 Nov, so nothing needs installing."
    },
    {
      "status": "Done",
      "id": "v5",
      "title": "Blind held-out v5",
      "body": "Measured once on 11 Nov: 16/20 bought and cited."
    },
    {
      "status": "Next",
      "title": "Publish to npm, PyPI and the MCP Registry",
      "body": "Packages are built and tested from a clean install on GitHub Releases; registry publishing comes next."
    },
    {
      "status": "Not claimed",
      "title": "Mainnet",
      "body": "See the README Status and limits for deployment readiness."
    },
    {
      "status": "Not claimed",
      "id": "writers",
      "title": "Independent writers",
      "body": "No consenting outside writer is listed yet; writers are fictional or team-authored and labelled."
    },
    {
      "status": "Not claimed",
      "title": "A signed Mac app",
      "body": "The DMG is unsigned and not notarised."
    }
  ],
  "tracker": {
    "latest": "12 Nov"
  },
  "queries": [
    {
      "metric": "PRs merged",
      "value": 347,
      "definition": "gh pr list --state merged --base main, merged on or after 21 Sep 2026 (SGT), merge commit reachable from 484856c2"
    },
    {
      "metric": "Commits",
      "value": 403,
      "definition": "git rev-list --count e16435a3..484856c2 (after the last commit before 21 Sep 2026)"
    },
    {
      "metric": "Releases",
      "value": 15,
      "definition": "gh release list, published, tag reachable from the counted commit (prereleases included)"
    },
    {
      "metric": "Testnet transactions",
      "value": 61,
      "definition": "rows in site/ledger/transactions.json; the ledger page re-checks each one live"
    },
    {
      "metric": "Held-out",
      "value": "16/20",
      "definition": "v5 blind bank, bought and cited, run once on 11 Nov (docs/evidence/v5-heldout)"
    },
    {
      "metric": "Tests in the repo",
      "value": 2127,
      "definition": "static count of it()/test() declarations in *.test.* / *.spec.* files plus Python def test_ (not executions)"
    },
    {
      "metric": "Lines of code",
      "value": 90733,
      "definition": "physical nonblank lines in tracked TS/JS/Python/Shell files, tests and tooling included"
    }
  ]
}