{
 "what": "Findability for newsroom.sgit.ai, derived by admin/build/find.py from newsroom/wire.json, the articles' markdown twins and admin/content/find/find-editorial.json. Desks by audience, a controlled vocabulary, series in reading order, a format and a reading time per article. Edit the editorial file, not this one.",
 "generated_from": [
  "newsroom/wire.json",
  "articles/<slug>.md",
  "admin/content/find/find-editorial.json"
 ],
 "rule": {
  "desks": "Each controlled tag belongs to one desk. An article scores 3 for the desk of its first controlled tag, 2 for its second and 1 for each further one, plus its topics (first 2, others 1; Graphs & knowledge counts for Vaults, Site & engineering for Building). The highest score is the primary desk, the runner-up the secondary. An editor override replaces the rule and says why. A call is debatable when the runner-up scores at least 80% of the winner, or when it was overridden.",
  "tags": "Near-duplicates and plurals merge into one subject. Format words become the format label. Our own products are never subject tags. Tags that apply to most of the newsroom are rejected: the desk does that job. A raw tag the editor has not mapped is listed under unmapped and waits for the Librarian.",
  "series": "Two or more articles that tell one story in order; each later part builds on an earlier one.",
  "formats": "An editor override; else a raw format tag; else a cue in the title or teaser; else Analysis.",
  "minutes": "words / 230, measured on the markdown twin from the first h2 to Threads."
 },
 "desks": [
  {
   "id": "security",
   "label": "Agent security & policy",
   "short": "Security & policy",
   "for_whom": "For security leads, risk owners and boards deciding what an agent may do and who carries the risk.",
   "start_here": [
    {
     "slug": "every-risk-is-already-accepted",
     "why": "Start with the idea the rest stands on: a risk exists the moment the exposure does, so the only question is who accepted it."
    },
    {
     "slug": "footprint-and-blast-radius",
     "why": "Then the two words this desk uses most, defined: what an agent did, and what its reach could cost."
    },
    {
     "slug": "six-agents-one-inbox",
     "why": "A real six-agent setup, rule by rule, graded by what actually enforces each one today."
    },
    {
     "slug": "hope-or-enforcement",
     "why": "The argument measured: one customer service agent built three ways, and how much of each policy is only hope."
    },
    {
     "slug": "authority-outside-the-model",
     "why": "Where the desk had got to by 11 October: Satya Nadella's seven principles, answered with what runs and what is still design."
    }
   ],
   "count": 39,
   "secondary_count": 23,
   "series": [
    "nadella-answer",
    "behaviour-policy-arc"
   ]
  },
  {
   "id": "building",
   "label": "Building with agents",
   "short": "Building",
   "for_whom": "For engineers and builders running agents day to day: tools, memory, email, desktops and review.",
   "start_here": [
    {
     "slug": "replicating-the-agentic-inbox",
     "why": "Begin where the team began: one Claude session with a policy, then roles talking in files, in phases you can copy."
    },
    {
     "slug": "why-my-agents-do-not-run-on-my-laptop",
     "why": "Why the agents moved off the laptop, and the two walls an operating system gives you."
    },
    {
     "slug": "how-i-work-with-claude",
     "why": "A year of daily practice in one guide: a session per topic, named agents, curated memory."
    },
    {
     "slug": "a-second-reader-the-agent-cannot-skip",
     "why": "What happened when a written rule was not enough, and the hook that now checks every draft."
    },
    {
     "slug": "every-mistake-added-a-rule",
     "why": "The warning that follows: when every mistake adds a rule, complexity wins, and the way back to shipping."
    }
   ],
   "count": 26,
   "secondary_count": 39,
   "series": [
    "agent-team",
    "where-agents-run",
    "code-review"
   ]
  },
  {
   "id": "vaults",
   "label": "Vaults & provenance",
   "short": "Vaults",
   "for_whom": "For anyone who needs evidence they can open: encrypted vaults, keys, graphs and the publishing method.",
   "start_here": [
    {
     "slug": "what-sgit-is",
     "why": "The shortest way in: git for the files you cannot put on GitHub, encrypted before they leave your machine."
    },
    {
     "slug": "seven-vaults-one-method",
     "why": "The method, from the first fortnight of August, where every rule exists because something went wrong first."
    },
    {
     "slug": "introducing-fractal-semantic-graphs",
     "why": "The other idea the site keeps returning to: graphs with no privileged level and no shared schema."
    },
    {
     "slug": "proof-behind-the-claim",
     "why": "Why the vaults matter to a stranger: proof a reader can open, and what happens when it sits two clicks away."
    },
    {
     "slug": "no-server-by-design",
     "why": "Where the method stands now: no database, no back end, and servers that cannot read your data."
    }
   ],
   "count": 23,
   "secondary_count": 37,
   "series": [
    "homepage-rebuild",
    "keys"
   ]
  },
  {
   "id": "news",
   "label": "The future of news",
   "short": "News",
   "for_whom": "For editors, journalists and publishers asking how news gets paid for when agents do the reading.",
   "start_here": [
    {
     "slug": "future-of-news-story-vault-not-paywall",
     "why": "The founding argument: the story is a graph of claims and evidence, and the article is one view of it."
    },
    {
     "slug": "how-news-got-here",
     "why": "The history behind it: the reader was always the product, from 1833 to AI taking the traffic."
    },
    {
     "slug": "the-bridge-followed-to-the-end",
     "why": "The idea made concrete on one local story, followed to the end and paid back to its sources."
    },
    {
     "slug": "a-meter-in-the-browser",
     "why": "The newsroom tries it on itself: a penny a page, from credit kept in your browser."
    },
    {
     "slug": "the-agent-is-the-reader",
     "why": "Where the argument lands on 11 October: agents will pay to read, because it is cheaper than not paying."
    }
   ],
   "count": 24,
   "secondary_count": 11,
   "series": [
    "reading-meter",
    "local-news",
    "news-economics"
   ]
  },
  {
   "id": "strategy",
   "label": "Strategy & startups",
   "short": "Strategy",
   "for_whom": "For founders and investors: pricing, early access, Wardley maps and who pays for open source.",
   "start_here": [
    {
     "slug": "the-question-is-whether-they-miss-it",
     "why": "The startup question this desk keeps asking first: would anybody miss it if you took it away?"
    },
    {
     "slug": "price-it-then-give-it-away",
     "why": "The next step: price it, then give it away to people who know you, and measure what it costs them."
    },
    {
     "slug": "saas-apocalypse-decided-by-inertia-not-by-ai",
     "why": "A Wardley-style reading of the SaaS shake-out: inertia decides, not the AI."
    },
    {
     "slug": "open-source-is-not-free",
     "why": "Who pays for the long tail, measured from public data, with five ways to pay simulated."
    },
    {
     "slug": "riskmandate-ten-questions",
     "why": "The founder answering ten hard questions about the company: what it does, and what it deliberately is not."
    }
   ],
   "count": 22,
   "secondary_count": 16,
   "series": [
    "startup-loop"
   ]
  }
 ],
 "topics_today": {
  "agents-and-policy": 71,
  "vaults-and-method": 47,
  "news-and-evidence": 23,
  "startups-and-strategy": 41,
  "graphs-and-knowledge": 30,
  "site-and-engineering": 44
 },
 "vocabulary": [
  {
   "id": "behaviour-policy",
   "label": "Behaviour policy",
   "desk": "security",
   "scope": "What an agent is allowed to do, written down, and what enforces each rule: mandate, grants, barriers, the enforcer test.",
   "absorbs": [
    [
     "agent-behaviour-policy",
     45
    ],
    [
     "agent-behaviour-policies",
     2
    ],
    [
     "mandate",
     4
    ],
    [
     "grant",
     2
    ],
    [
     "delta",
     1
    ],
    [
     "barriers",
     4
    ],
    [
     "guardrails",
     5
    ],
    [
     "business-logic",
     3
    ],
    [
     "enforcement",
     4
    ],
    [
     "enforcer-test",
     1
    ],
    [
     "access-policies",
     1
    ],
    [
     "agent-control-specification",
     1
    ],
    [
     "rbac",
     1
    ],
    [
     "software-was-the-law",
     1
    ]
   ],
   "count": 47
  },
  {
   "id": "blast-radius",
   "label": "Blast radius and footprint",
   "desk": "security",
   "scope": "What an agent did (footprint, read from logs) and what its reach could cost (blast radius), and how to contain it.",
   "absorbs": [
    [
     "blast-radius",
     8
    ],
    [
     "footprint",
     3
    ],
    [
     "containment",
     2
    ],
    [
     "observability",
     2
    ],
    [
     "logs",
     2
    ]
   ],
   "count": 12
  },
  {
   "id": "prompt-injection",
   "label": "Prompt injection",
   "desk": "security",
   "scope": "Hostile instructions arriving in the content an agent reads, and designs that limit what they can reach.",
   "absorbs": [
    [
     "prompt-injection",
     6
    ]
   ],
   "count": 5
  },
  {
   "id": "insider-risk",
   "label": "Insider risk",
   "desk": "security",
   "scope": "Agents and models treated as insiders with access, the way security teams treat staff.",
   "absorbs": [
    [
     "insider-threat",
     3
    ]
   ],
   "count": 3
  },
  {
   "id": "human-in-the-loop",
   "label": "Decisions and human review",
   "desk": "security",
   "scope": "Who decides, with what information, and how a second reader, a person or a model, checks the work.",
   "absorbs": [
    [
     "human-in-the-loop",
     6
    ],
    [
     "accountability",
     4
    ],
    [
     "agency",
     3
    ],
    [
     "decision-making",
     1
    ],
    [
     "maturity-model",
     2
    ],
    [
     "consent",
     1
    ],
    [
     "permission-prompts",
     1
    ],
    [
     "security-ux",
     1
    ],
    [
     "maker-checker",
     1
    ],
    [
     "second-reader",
     1
    ],
    [
     "llm-as-a-judge",
     1
    ]
   ],
   "count": 10
  },
  {
   "id": "risk-acceptance",
   "label": "Risk and risk acceptance",
   "desk": "security",
   "scope": "Every risk is carried by somebody: who accepted it, until when, and what it costs if it lands.",
   "absorbs": [
    [
     "risk",
     3
    ],
    [
     "risk-acceptance",
     5
    ],
    [
     "risk-management",
     2
    ],
    [
     "grc",
     1
    ],
    [
     "licence-to-operate",
     2
    ],
    [
     "insurance",
     1
    ],
    [
     "liability",
     4
    ]
   ],
   "count": 13
  },
  {
   "id": "threat-modelling",
   "label": "Threat modelling",
   "desk": "security",
   "scope": "Naming the attacker before choosing the defence: threat models, attack trees, the security line.",
   "absorbs": [
    [
     "security",
     11
    ],
    [
     "threat-modelling",
     4
    ],
    [
     "threat-model",
     1
    ],
    [
     "threat-models",
     1
    ],
    [
     "threat-agents",
     1
    ],
    [
     "attack-trees",
     1
    ],
    [
     "mitre-attack",
     1
    ],
    [
     "ncsc",
     1
    ],
    [
     "nist",
     1
    ],
    [
     "air-gap",
     1
    ]
   ],
   "count": 13
  },
  {
   "id": "ai-governance",
   "label": "AI governance frameworks",
   "desk": "security",
   "scope": "Control frameworks and standards for AI: the governance stack, AI-BCF, ISO 42001, NIST AI RMF.",
   "absorbs": [
    [
     "ai-governance",
     2
    ],
    [
     "governance",
     9
    ],
    [
     "ai-bcf",
     1
    ],
    [
     "iso-42001",
     2
    ],
    [
     "nist-ai-rmf",
     3
    ],
    [
     "controls",
     1
    ],
    [
     "inventory",
     1
    ],
    [
     "competence",
     1
    ]
   ],
   "count": 9
  },
  {
   "id": "regulation",
   "label": "Regulation and law",
   "desk": "security",
   "scope": "The EU AI Act, GDPR, the Cyber Resilience Act and product liability, read for what they ask of builders.",
   "absorbs": [
    [
     "regulation",
     1
    ],
    [
     "eu-ai-act",
     5
    ],
    [
     "gdpr",
     2
    ],
    [
     "right-of-access",
     2
    ],
    [
     "cyber-resilience-act",
     1
    ],
    [
     "product-liability",
     2
    ]
   ],
   "count": 11
  },
  {
   "id": "incidents",
   "label": "Incidents and resilience",
   "desk": "security",
   "scope": "Outages and failures read the way aviation reads them: inquiry, near misses, disclosure.",
   "absorbs": [
    [
     "incidents",
     1
    ],
    [
     "resilience",
     3
    ],
    [
     "near-misses",
     1
    ],
    [
     "second-stories",
     1
    ],
    [
     "investigation",
     1
    ],
    [
     "aviation",
     2
    ],
    [
     "incident-disclosure",
     1
    ]
   ],
   "count": 4
  },
  {
   "id": "identity-and-secrets",
   "label": "Identity and secrets",
   "desk": "security",
   "scope": "Who an agent or user is, and where their secrets live: passkeys, keyrings, non-human identity.",
   "absorbs": [
    [
     "identity",
     2
    ],
    [
     "identity-platform",
     1
    ],
    [
     "cognito",
     1
    ],
    [
     "secrets",
     6
    ],
    [
     "passkeys",
     9
    ],
    [
     "webauthn",
     2
    ],
    [
     "prf",
     2
    ],
    [
     "password-managers",
     1
    ],
    [
     "non-human-identity",
     1
    ]
   ],
   "count": 11
  },
  {
   "id": "agent-tooling",
   "label": "Claude, hooks and agent tools",
   "desk": "building",
   "scope": "Working with Claude, Claude Code, Cowork and ChatGPT: sessions, hooks, skills, prompts, workflow.",
   "absorbs": [
    [
     "claude",
     10
    ],
    [
     "claude-code",
     8
    ],
    [
     "cowork",
     4
    ],
    [
     "chatgpt",
     3
    ],
    [
     "hooks",
     7
    ],
    [
     "skills",
     2
    ],
    [
     "sessions",
     1
    ],
    [
     "prompts",
     1
    ],
    [
     "workflow",
     3
    ]
   ],
   "count": 20
  },
  {
   "id": "multi-agent",
   "label": "Multi-agent designs",
   "desk": "building",
   "scope": "Teams of agents, orchestration and harnesses, as designed and as they run in production.",
   "absorbs": [
    [
     "multi-agent",
     3
    ],
    [
     "orchestration",
     2
    ],
    [
     "harness",
     1
    ],
    [
     "customer-service",
     1
    ],
    [
     "production",
     2
    ]
   ],
   "count": 5
  },
  {
   "id": "agent-memory",
   "label": "Memory and context",
   "desk": "building",
   "scope": "What an agent remembers and how its context survives: memory, compaction, re-anchoring.",
   "absorbs": [
    [
     "memory",
     9
    ],
    [
     "agentic-memory",
     1
    ],
    [
     "context",
     3
    ],
    [
     "context-engineering",
     1
    ],
    [
     "context-management",
     1
    ],
    [
     "context-window",
     1
    ],
    [
     "compaction",
     2
    ],
    [
     "re-anchoring",
     1
    ]
   ],
   "count": 13
  },
  {
   "id": "agentic-email",
   "label": "Agents and email",
   "desk": "building",
   "scope": "Inboxes run by agents: email as files, replies that carry the state of the thread, drafts nobody sends.",
   "absorbs": [
    [
     "email",
     5
    ],
    [
     "email-fs",
     6
    ],
    [
     "inbox",
     3
    ],
    [
     "reply",
     1
    ],
    [
     "summary",
     1
    ],
    [
     "netiquette",
     1
    ],
    [
     "bluf",
     1
    ],
    [
     "drafts",
     1
    ]
   ],
   "count": 9
  },
  {
   "id": "connectors",
   "label": "Connectors and twins",
   "desk": "building",
   "scope": "What an agent can touch through Gmail, Calendar, CRM or MCP connectors, and a twin that records every call.",
   "absorbs": [
    [
     "connectors",
     3
    ],
    [
     "connector-twin",
     2
    ],
    [
     "digital-twins",
     2
    ],
    [
     "mcp",
     4
    ],
    [
     "integrations",
     1
    ],
    [
     "gmail",
     3
    ],
    [
     "google-workspace",
     5
    ],
    [
     "crm",
     4
    ]
   ],
   "count": 15
  },
  {
   "id": "agent-isolation",
   "label": "Isolation and agent desktops",
   "desk": "building",
   "scope": "Where an agent runs and what walls hold it: sandboxes, desktops, execution containers, egress.",
   "absorbs": [
    [
     "isolation",
     4
    ],
    [
     "sandboxes",
     1
    ],
    [
     "agent-desktops",
     2
    ],
    [
     "computer-use",
     2
    ],
    [
     "egress",
     1
    ],
    [
     "laptop",
     1
    ],
    [
     "macos",
     3
    ],
    [
     "windows-365",
     1
    ],
    [
     "execution-containers",
     1
    ],
    [
     "mxc",
     1
    ],
    [
     "shared-responsibility",
     2
    ],
    [
     "infrastructure",
     2
    ]
   ],
   "count": 8
  },
  {
   "id": "code-review",
   "label": "Code review and due diligence",
   "desk": "building",
   "scope": "Reading code at every layer, AI-generated code, and sending an agent to do due diligence.",
   "absorbs": [
    [
     "code-review",
     5
    ],
    [
     "ai-generated-code",
     3
    ],
    [
     "static-analysis",
     1
    ],
    [
     "ast",
     1
    ],
    [
     "refactoring",
     2
    ],
    [
     "c4",
     1
    ],
    [
     "gherkin",
     1
    ],
    [
     "example-mapping",
     1
    ],
    [
     "five-whys",
     1
    ],
    [
     "method-streams",
     1
    ],
    [
     "o2-platform",
     1
    ],
    [
     "due-diligence",
     1
    ],
    [
     "sbom",
     1
    ]
   ],
   "count": 5
  },
  {
   "id": "synthetic-users",
   "label": "Synthetic users and simulation",
   "desk": "building",
   "scope": "Invented users, simulated runs and tests that show what a design does before real people meet it.",
   "absorbs": [
    [
     "synthetic-users",
     3
    ],
    [
     "simulation",
     3
    ],
    [
     "testing",
     5
    ],
    [
     "ux",
     1
    ],
    [
     "usability",
     2
    ],
    [
     "playwright",
     1
    ]
   ],
   "count": 9
  },
  {
   "id": "client-side",
   "label": "Client-side and on-device",
   "desk": "building",
   "scope": "Logic and models that run in the reader's browser: no server, local first, the Prompt API.",
   "absorbs": [
    [
     "client-side",
     6
    ],
    [
     "local-first",
     7
    ],
    [
     "serverless",
     1
    ],
    [
     "no-database",
     1
    ],
    [
     "on-device",
     1
    ],
    [
     "built-in-ai",
     1
    ],
    [
     "gemini-nano",
     1
    ],
    [
     "prompt-api",
     1
    ],
    [
     "chrome",
     1
    ],
    [
     "webgpu",
     1
    ],
    [
     "byok",
     2
    ],
    [
     "chat",
     1
    ]
   ],
   "count": 14
  },
  {
   "id": "shipping",
   "label": "Complexity and shipping",
   "desk": "building",
   "scope": "Knowing when to stop, keeping complexity down, and checks that prove a release is live.",
   "absorbs": [
    [
     "shipping",
     3
    ],
    [
     "complexity",
     1
    ],
    [
     "engineering-practice",
     1
    ],
    [
     "nfrs",
     2
    ],
    [
     "knowing-when-to-stop",
     1
    ],
    [
     "diminishing-returns",
     1
    ],
    [
     "constraints",
     2
    ],
    [
     "goodhart",
     1
    ],
    [
     "kpis",
     1
    ],
    [
     "seniority",
     1
    ],
    [
     "ci",
     6
    ],
    [
     "deploy",
     1
    ]
   ],
   "count": 10
  },
  {
   "id": "custom-interfaces",
   "label": "Custom interfaces and vault apps",
   "desk": "building",
   "scope": "An interface shaped for each moment, built as a small app on a vault.",
   "absorbs": [
    [
     "custom-ui",
     2
    ],
    [
     "vault-apps",
     5
    ]
   ],
   "count": 4
  },
  {
   "id": "deployment",
   "label": "Deployment and self-hosting",
   "desk": "building",
   "scope": "Running sgit and agents somewhere else: Docker, Kubernetes, AWS, a Mac mini.",
   "absorbs": [
    [
     "deployment",
     1
    ],
    [
     "self-hosting",
     1
    ],
    [
     "docker",
     2
    ],
    [
     "docker-compose",
     1
    ],
    [
     "kubernetes",
     1
    ],
    [
     "aws",
     2
    ],
    [
     "cloudfront",
     1
    ],
    [
     "fargate",
     1
    ],
    [
     "lambda",
     1
    ],
    [
     "mac-mini",
     1
    ],
    [
     "cloud",
     1
    ]
   ],
   "count": 4
  },
  {
   "id": "encryption-and-keys",
   "label": "Encryption and keys",
   "desk": "vaults",
   "scope": "Encryption a server cannot read, and the keys behind it: key management, public-key cryptography, sealed files.",
   "absorbs": [
    [
     "encryption",
     6
    ],
    [
     "zero-knowledge",
     3
    ],
    [
     "confidential-computing",
     1
    ],
    [
     "enclaves",
     1
    ],
    [
     "key-management",
     3
    ],
    [
     "vault-keys",
     1
    ],
    [
     "pki",
     10
    ],
    [
     "public-key-cryptography",
     1
    ],
    [
     "signatures",
     1
    ],
    [
     "ed25519",
     1
    ],
    [
     "x25519",
     1
    ],
    [
     "hpke",
     1
    ],
    [
     "age",
     1
    ],
    [
     "sealed-files",
     1
    ]
   ],
   "count": 15
  },
  {
   "id": "provenance",
   "label": "Provenance and evidence",
   "desk": "vaults",
   "scope": "Where a claim comes from and how a reader can check it: evidence levels, signed claims, verification.",
   "absorbs": [
    [
     "provenance",
     17
    ],
    [
     "evidence",
     5
    ],
    [
     "evidence-levels",
     1
    ],
    [
     "live-evidence",
     1
    ],
    [
     "signed-claims",
     1
    ],
    [
     "verification",
     2
    ]
   ],
   "count": 20
  },
  {
   "id": "fractal-semantic-graphs",
   "label": "Fractal semantic graphs",
   "desk": "vaults",
   "scope": "Graphs with no privileged level and no shared schema, used for stories, code, policy and governance.",
   "absorbs": [
    [
     "fractal-semantic-graphs",
     29
    ],
    [
     "graphs",
     10
    ],
    [
     "semantic-graphs",
     2
    ],
    [
     "ontology",
     3
    ]
   ],
   "count": 34
  },
  {
   "id": "vault-design",
   "label": "Vault design",
   "desk": "vaults",
   "scope": "How a vault is built: append lanes, partial clones, files instead of a database.",
   "absorbs": [
    [
     "append-lanes",
     9
    ],
    [
     "partial-clones",
     1
    ],
    [
     "file-system",
     1
    ],
    [
     "issues-fs",
     1
    ]
   ],
   "count": 10
  },
  {
   "id": "publishing-method",
   "label": "How sgit.ai publishes",
   "desk": "vaults",
   "scope": "The method behind sgit.ai: the site network, the homepage, releases, writing with agents.",
   "absorbs": [
    [
     "method",
     3
    ],
    [
     "publishing",
     7
    ],
    [
     "network",
     1
    ],
    [
     "open-publishing",
     1
    ],
    [
     "homepage",
     3
    ],
    [
     "agentic-writing",
     1
    ],
    [
     "voice-memos",
     3
    ]
   ],
   "count": 14
  },
  {
   "id": "privacy",
   "label": "Privacy and sovereignty",
   "desk": "vaults",
   "scope": "Data that stays the owner's: privacy, data sovereignty, personal agents nobody else holds a key to.",
   "absorbs": [
    [
     "privacy",
     9
    ],
    [
     "sovereignty",
     7
    ],
    [
     "data-sovereignty",
     1
    ],
    [
     "data-classes",
     1
    ],
    [
     "personal-agents",
     1
    ]
   ],
   "count": 12
  },
  {
   "id": "micropayments",
   "label": "Micropayments and the reading meter",
   "desk": "news",
   "scope": "Paying a few pence for what you read: the reading meter, credit in the browser, Stripe top-ups.",
   "absorbs": [
    [
     "micropayments",
     13
    ],
    [
     "reading-meter",
     2
    ],
    [
     "stripe",
     1
    ]
   ],
   "count": 12
  },
  {
   "id": "personas",
   "label": "Personas and personalisation",
   "desk": "news",
   "scope": "A reader as someone, not nobody: personas, personalisation, focus, onboarding.",
   "absorbs": [
    [
     "personas",
     12
    ],
    [
     "personalisation",
     6
    ],
    [
     "focus",
     3
    ],
    [
     "onboarding",
     4
    ]
   ],
   "count": 18
  },
  {
   "id": "story-vault",
   "label": "Story vaults and liquid content",
   "desk": "news",
   "scope": "The story kept as a graph of claims and evidence, with the article as one projection of it.",
   "absorbs": [
    [
     "story-vault",
     4
    ],
    [
     "liquid-content",
     2
    ],
    [
     "liquid-utility",
     2
    ],
    [
     "reader-skills",
     2
    ]
   ],
   "count": 5
  },
  {
   "id": "local-news",
   "label": "Local news",
   "desk": "news",
   "scope": "Local stories and the gap where local information used to be.",
   "absorbs": [
    [
     "local-news",
     3
    ],
    [
     "news-deserts",
     1
    ],
    [
     "nhs",
     1
    ],
    [
     "hospitals",
     1
    ],
    [
     "public-information",
     1
    ],
    [
     "it-outage",
     1
    ]
   ],
   "count": 3
  },
  {
   "id": "journalism",
   "label": "Journalism and the news business",
   "desk": "news",
   "scope": "How news got here: journalism, advertising, history.",
   "absorbs": [
    [
     "journalism",
     6
    ],
    [
     "news",
     3
    ],
    [
     "advertising",
     1
    ],
    [
     "history",
     3
    ]
   ],
   "count": 10
  },
  {
   "id": "the-newsroom",
   "label": "How this newsroom works",
   "desk": "news",
   "scope": "The SGit Newsroom itself: its agent readers (Librarian, Cartographer, Historian), its images, its reader features.",
   "absorbs": [
    [
     "newsroom",
     33
    ],
    [
     "librarian",
     2
    ],
    [
     "cartographer",
     2
    ],
    [
     "historian",
     1
    ],
    [
     "multi-view",
     1
    ],
    [
     "designer",
     1
    ],
    [
     "accountant",
     1
    ],
    [
     "data-scientist",
     1
    ],
    [
     "evaluation",
     1
    ],
    [
     "image-models",
     1
    ],
    [
     "infographics",
     2
    ],
    [
     "gpt-image",
     1
    ],
    [
     "gemini",
     1
    ],
    [
     "openrouter",
     2
    ]
   ],
   "count": 34
  },
  {
   "id": "agent-readable-web",
   "label": "Tokens and the agent-readable web",
   "desk": "news",
   "scope": "Agents as readers: the token bill, markdown and llms.txt, graphs that answer for fewer tokens.",
   "absorbs": [
    [
     "tokens",
     7
    ],
    [
     "compression",
     2
    ],
    [
     "llms-txt",
     3
    ],
    [
     "markdown",
     1
    ],
    [
     "webmcp",
     1
    ],
    [
     "interoperability",
     1
    ]
   ],
   "count": 9
  },
  {
   "id": "startups",
   "label": "Startups and early access",
   "desk": "strategy",
   "scope": "Founding and launching: does anybody miss it, early access, go to market, investors.",
   "absorbs": [
    [
     "startups",
     11
    ],
    [
     "founders",
     2
    ],
    [
     "early-access",
     2
    ],
    [
     "go-to-market",
     1
    ],
    [
     "investing",
     1
    ],
    [
     "startup-programmes",
     1
    ]
   ],
   "count": 11
  },
  {
   "id": "pricing",
   "label": "Pricing and economics",
   "desk": "strategy",
   "scope": "What to charge and who pays: pricing, business cases, cost and value.",
   "absorbs": [
    [
     "pricing",
     5
    ],
    [
     "economics",
     5
    ],
    [
     "cost",
     2
    ],
    [
     "business-case",
     1
    ],
    [
     "hypotheses",
     1
    ],
    [
     "value-proposition",
     1
    ]
   ],
   "count": 12
  },
  {
   "id": "wardley-maps",
   "label": "Wardley maps",
   "desk": "strategy",
   "scope": "Placing something on the evolution axis, from genesis to commodity, and arguing from where it sits.",
   "absorbs": [
    [
     "wardley-maps",
     17
    ],
    [
     "wardley",
     1
    ],
    [
     "explorer-villager-town-planner",
     1
    ],
    [
     "innovation",
     1
    ]
   ],
   "count": 15
  },
  {
   "id": "open-source",
   "label": "Open source and open licences",
   "desk": "strategy",
   "scope": "Who keeps the long tail working, open licences, copyright and paying creators.",
   "absorbs": [
    [
     "open-source",
     12
    ],
    [
     "long-tail",
     1
    ],
    [
     "homebrew",
     1
    ],
    [
     "support",
     1
    ],
    [
     "funding",
     2
    ],
    [
     "creative-commons",
     3
    ],
    [
     "open-licence",
     1
    ],
    [
     "licensing",
     3
    ],
    [
     "copyright",
     2
    ],
    [
     "content-creators",
     1
    ]
   ],
   "count": 16
  },
  {
   "id": "strategy",
   "label": "Strategy and positioning",
   "desk": "strategy",
   "scope": "Inertia, positioning and the SaaS shake-out.",
   "absorbs": [
    [
     "strategy",
     9
    ],
    [
     "saas",
     1
    ],
    [
     "inertia",
     1
    ],
    [
     "positioning",
     3
    ]
   ],
   "count": 9
  },
  {
   "id": "supply-chains",
   "label": "Supply chains",
   "desk": "strategy",
   "scope": "Chains of parties sharing data: food prices, software supply chains.",
   "absorbs": [
    [
     "supply-chain",
     9
    ],
    [
     "food",
     1
    ],
    [
     "deflation",
     1
    ]
   ],
   "count": 9
  }
 ],
 "rejected": [
  [
   "article",
   127,
   "format"
  ],
  [
   "agents",
   70,
   "too broad to choose from"
  ],
  [
   "vaults",
   45,
   "too broad to choose from"
  ],
  [
   "sgit",
   29,
   "product"
  ],
  [
   "riskmandate",
   26,
   "product"
  ],
  [
   "brief",
   18,
   "format"
  ],
  [
   "architecture",
   5,
   "too broad to choose from"
  ],
  [
   "response",
   4,
   "format"
  ],
  [
   "briefing",
   2,
   "format"
  ],
  [
   "business-plan",
   2,
   "format"
  ],
  [
   "github",
   2,
   "third-party name with no subject of its own"
  ],
  [
   "llm",
   2,
   "too broad to choose from"
  ],
  [
   "metrics",
   2,
   "too broad to choose from"
  ],
  [
   "sg-meter",
   2,
   "product"
  ],
  [
   "walkthrough",
   2,
   "format"
  ],
  [
   "ai",
   1,
   "too broad to choose from"
  ],
  [
   "business-plans",
   1,
   "format"
  ],
  [
   "data-science",
   1,
   "too broad to choose from"
  ],
  [
   "experiment",
   1,
   "format"
  ],
  [
   "fire",
   1,
   "unclear or one-off word"
  ],
  [
   "ft-strategies",
   1,
   "third-party name with no subject of its own"
  ],
  [
   "genai",
   1,
   "too broad to choose from"
  ],
  [
   "guide",
   1,
   "format"
  ],
  [
   "how-to",
   1,
   "format"
  ],
  [
   "interview",
   1,
   "format"
  ],
  [
   "intro",
   1,
   "format"
  ],
  [
   "lets",
   1,
   "unclear or one-off word"
  ],
  [
   "llms",
   1,
   "too broad to choose from"
  ],
  [
   "mermaid",
   1,
   "third-party name with no subject of its own"
  ],
  [
   "meta-muse",
   1,
   "third-party name with no subject of its own"
  ],
  [
   "microsoft",
   1,
   "third-party name with no subject of its own"
  ],
  [
   "openclaw",
   1,
   "third-party name with no subject of its own"
  ],
  [
   "philosophy",
   1,
   "unclear or one-off word"
  ],
  [
   "plan",
   1,
   "format"
  ],
  [
   "request-for-comments",
   1,
   "format"
  ],
  [
   "rfc",
   1,
   "format"
  ],
  [
   "slideshare",
   1,
   "third-party name with no subject of its own"
  ],
  [
   "sqlite",
   1,
   "third-party name with no subject of its own"
  ],
  [
   "talk",
   1,
   "format"
  ],
  [
   "users",
   1,
   "too broad to choose from"
  ]
 ],
 "rejected_why": {
  "format": "A format, not a subject. It becomes the format label instead.",
  "product": "One of our own products. Shown as a product label on the card, never as a subject tag.",
  "third-party name with no subject of its own": "A company or tool name that adds nothing the subject tags do not already say.",
  "too broad to choose from": "Applies to most of the newsroom, so it cannot narrow a search. The desk does that job.",
  "unclear or one-off word": "Used once, with no scope a reader could guess."
 },
 "unmapped": [
  [
   "ab-testing",
   1
  ],
  [
   "accessibility",
   1
  ],
  [
   "agent-skills",
   2
  ],
  [
   "agent-to-agent",
   1
  ],
  [
   "agentcore",
   1
  ],
  [
   "agentic-ai",
   1
  ],
  [
   "agentic-development",
   1
  ],
  [
   "agentics",
   1
  ],
  [
   "ai-models",
   1
  ],
  [
   "ai-risk-management",
   1
  ],
  [
   "ai-security-review",
   1
  ],
  [
   "analysis",
   1
  ],
  [
   "animation",
   1
  ],
  [
   "anthropomorphism",
   1
  ],
  [
   "apache-2",
   1
  ],
  [
   "api-keys",
   1
  ],
  [
   "approval-fatigue",
   1
  ],
  [
   "artefacts",
   1
  ],
  [
   "artifacts",
   1
  ],
  [
   "attack-surface",
   1
  ],
  [
   "authorship",
   2
  ],
  [
   "billing",
   2
  ],
  [
   "briefs",
   3
  ],
  [
   "browser",
   1
  ],
  [
   "browsers",
   1
  ],
  [
   "build-vs-buy",
   1
  ],
  [
   "business-model",
   2
  ],
  [
   "business-models",
   2
  ],
  [
   "cedar",
   2
  ],
  [
   "chainguard",
   3
  ],
  [
   "chrome-profiles",
   1
  ],
  [
   "citizen-developer",
   1
  ],
  [
   "claude-motion",
   1
  ],
  [
   "cncf",
   1
  ],
  [
   "code-coverage",
   1
  ],
  [
   "codex",
   2
  ],
  [
   "commanders-intent",
   1
  ],
  [
   "conductor",
   1
  ],
  [
   "consumer-rights",
   1
  ],
  [
   "contacts",
   1
  ],
  [
   "containers",
   2
  ],
  [
   "copilot",
   1
  ],
  [
   "copyleft",
   1
  ],
  [
   "corpus",
   1
  ],
  [
   "corrections",
   1
  ],
  [
   "costs",
   1
  ],
  [
   "css",
   1
  ],
  [
   "curation",
   1
  ],
  [
   "curl",
   1
  ],
  [
   "cursor",
   2
  ],
  [
   "customisation",
   1
  ],
  [
   "dark-mode",
   1
  ],
  [
   "debriefs",
   1
  ],
  [
   "deep-research",
   1
  ],
  [
   "design-system",
   1
  ],
  [
   "digital-twin",
   1
  ],
  [
   "disaster-recovery",
   1
  ],
  [
   "disclosure",
   1
  ],
  [
   "distributed-work",
   1
  ],
  [
   "dogfooding",
   1
  ],
  [
   "elevenlabs",
   1
  ],
  [
   "empowerment",
   1
  ],
  [
   "engagement",
   1
  ],
  [
   "engineering",
   1
  ],
  [
   "ephemeral-vaults",
   1
  ],
  [
   "estonia",
   1
  ],
  [
   "europe",
   3
  ],
  [
   "execution-speed",
   1
  ],
  [
   "explorer",
   1
  ],
  [
   "explorer-villager",
   2
  ],
  [
   "explorers",
   1
  ],
  [
   "fact-checking",
   1
  ],
  [
   "feedback-loop",
   6
  ],
  [
   "five-readers",
   1
  ],
  [
   "frameworks",
   1
  ],
  [
   "freelancers",
   1
  ],
  [
   "future-of-news",
   1
  ],
  [
   "gemini-cli",
   2
  ],
  [
   "github-actions",
   2
  ],
  [
   "github-issues",
   1
  ],
  [
   "google-drive",
   1
  ],
  [
   "gpl",
   1
  ],
  [
   "high-assurance",
   1
  ],
  [
   "highlights",
   1
  ],
  [
   "hiring",
   1
  ],
  [
   "hyperscalers",
   1
  ],
  [
   "ids",
   1
  ],
  [
   "industry-wire",
   1
  ],
  [
   "japan-ai-guidelines",
   1
  ],
  [
   "json",
   1
  ],
  [
   "kernel",
   1
  ],
  [
   "knowledge-management",
   1
  ],
  [
   "lab",
   1
  ],
  [
   "layoffs",
   1
  ],
  [
   "lessons-learned",
   1
  ],
  [
   "lethal-trifecta",
   2
  ],
  [
   "leverage",
   2
  ],
  [
   "links",
   1
  ],
  [
   "local-models",
   1
  ],
  [
   "maintainers",
   1
  ],
  [
   "maps",
   1
  ],
  [
   "maturity",
   1
  ],
  [
   "mentoring",
   1
  ],
  [
   "migration",
   1
  ],
  [
   "minimisation",
   1
  ],
  [
   "minimum-viable-company",
   1
  ],
  [
   "mobile",
   1
  ],
  [
   "multi-model",
   1
  ],
  [
   "myfeeds",
   1
  ],
  [
   "natural-language-policy",
   1
  ],
  [
   "navigation",
   1
  ],
  [
   "no-server",
   1
  ],
  [
   "oecd",
   1
  ],
  [
   "one-time-links",
   1
  ],
  [
   "ontologies",
   1
  ],
  [
   "open-policy-agent",
   1
  ],
  [
   "open-register",
   1
  ],
  [
   "open-weights",
   1
  ],
  [
   "opentelemetry",
   1
  ],
  [
   "osv",
   1
  ],
  [
   "outreach",
   1
  ],
  [
   "owasp",
   2
  ],
  [
   "pay-after-you-read",
   1
  ],
  [
   "payments",
   1
  ],
  [
   "peer-review",
   1
  ],
  [
   "performance",
   2
  ],
  [
   "pipelines",
   1
  ],
  [
   "policies",
   1
  ],
  [
   "policy-as-code",
   6
  ],
  [
   "portugal",
   1
  ],
  [
   "presentations",
   1
  ],
  [
   "product",
   3
  ],
  [
   "product-market-fit",
   1
  ],
  [
   "prompt-caching",
   1
  ],
  [
   "proposal",
   1
  ],
  [
   "psychology",
   1
  ],
  [
   "python",
   1
  ],
  [
   "qa",
   1
  ],
  [
   "qr-codes",
   2
  ],
  [
   "reach",
   1
  ],
  [
   "read-key",
   1
  ],
  [
   "reading",
   3
  ],
  [
   "reading-list",
   2
  ],
  [
   "records",
   1
  ],
  [
   "refunds",
   1
  ],
  [
   "registries",
   1
  ],
  [
   "rego",
   1
  ],
  [
   "release",
   2
  ],
  [
   "research",
   1
  ],
  [
   "responsibility",
   1
  ],
  [
   "reverse-engineering",
   1
  ],
  [
   "reversibility",
   1
  ],
  [
   "roles",
   1
  ],
  [
   "romania",
   2
  ],
  [
   "roundtable",
   1
  ],
  [
   "ruv",
   1
  ],
  [
   "s3",
   1
  ],
  [
   "sandbox",
   1
  ],
  [
   "scheduled-agents",
   1
  ],
  [
   "scoped-clone",
   1
  ],
  [
   "scripting",
   1
  ],
  [
   "security-review",
   1
  ],
  [
   "sg-send",
   2
  ],
  [
   "side-effects",
   1
  ],
  [
   "signals",
   1
  ],
  [
   "site-engineering",
   1
  ],
  [
   "skill-behaviour-policy",
   1
  ],
  [
   "skillspector",
   1
  ],
  [
   "slides",
   2
  ],
  [
   "small-models",
   1
  ],
  [
   "sondera",
   1
  ],
  [
   "speech-to-text",
   1
  ],
  [
   "spreadsheets",
   1
  ],
  [
   "standards",
   1
  ],
  [
   "state",
   1
  ],
  [
   "static-hosting",
   1
  ],
  [
   "structured-intelligence",
   1
  ],
  [
   "subscriptions",
   2
  ],
  [
   "sync",
   2
  ],
  [
   "system-prompts",
   1
  ],
  [
   "talks",
   1
  ],
  [
   "taxonomies",
   1
  ],
  [
   "taxonomy",
   1
  ],
  [
   "templates",
   1
  ],
  [
   "themes",
   1
  ],
  [
   "token-budget",
   1
  ],
  [
   "town-planners",
   1
  ],
  [
   "trust",
   3
  ],
  [
   "twins",
   2
  ],
  [
   "two-way-doors",
   1
  ],
  [
   "vectors",
   1
  ],
  [
   "version-control",
   1
  ],
  [
   "versioning",
   1
  ],
  [
   "versions",
   2
  ],
  [
   "vex",
   1
  ],
  [
   "vibe-coding",
   1
  ],
  [
   "views",
   1
  ],
  [
   "villager",
   2
  ],
  [
   "villagers",
   2
  ],
  [
   "voice",
   1
  ],
  [
   "voicedebrief",
   1
  ],
  [
   "vulnerabilities",
   2
  ],
  [
   "wikipedia",
   1
  ],
  [
   "wire",
   2
  ],
  [
   "world-news-day",
   1
  ],
  [
   "writing",
   2
  ]
 ],
 "series": [
  {
   "id": "reading-meter",
   "title": "The reading meter",
   "dek": "Five pieces from one afternoon, 10 October: the meter ships, goes live, is attacked on paper, earns its keep and becomes a business model.",
   "found": "Named in the review. All five carry micropayments; the order is publication order on 10 October (wire order, oldest first), and the last part lists the other four under \"Builds on\".",
   "desk": "news",
   "minutes": 55,
   "first": "2026-10-10",
   "last": "2026-10-10",
   "parts": [
    {
     "slug": "a-meter-in-the-browser",
     "position": 1,
     "why": "The meter itself: a penny a page from £5 of credit kept in your browser."
    },
    {
     "slug": "going-live-with-the-reading-meter",
     "position": 2,
     "why": "Going live: below zero allowed, Stripe top-ups, and the numbers to check in eight weeks."
    },
    {
     "slug": "who-will-game-the-reading-meter",
     "position": 3,
     "why": "The threat model: eight kinds of reader and nine ways to cheat."
    },
    {
     "slug": "pay-to-keep-your-persona",
     "position": 4,
     "why": "Why a reader would pay: a persona that helps them."
    },
    {
     "slug": "pay-after-you-read",
     "position": 5,
     "why": "The model that came out of it: pay after you read, and the rating sets the price."
    }
   ]
  },
  {
   "id": "homepage-rebuild",
   "title": "The homepage, diagnosed and rebuilt",
   "dek": "What the sgit.ai homepage got wrong, and the page after the fix, both from 7 September.",
   "found": "Named in the review. Both share the homepage tag; the second lists the first under \"Builds on\".",
   "desk": "vaults",
   "minutes": 10,
   "first": "2026-09-07",
   "last": "2026-09-07",
   "parts": [
    {
     "slug": "proof-behind-the-claim",
     "position": 1,
     "why": "The diagnosis: the proof sits two clicks behind the claim."
    },
    {
     "slug": "proof-moved-up",
     "position": 2,
     "why": "The rebuild, next to the before pictures."
    }
   ]
  },
  {
   "id": "agent-team",
   "title": "The agent team, at three depths",
   "dek": "One team of agents running a business, told three times: the walkthrough, the field notes, the full stack.",
   "found": "Named in the review and in the weekly note of 7 October (\"from the walkthrough to the field notes to the full stack\"). Ordered by depth, which is also publication order.",
   "desk": "building",
   "minutes": 70,
   "first": "2026-10-02",
   "last": "2026-10-06",
   "parts": [
    {
     "slug": "replicating-the-agentic-inbox",
     "position": 1,
     "why": "The walkthrough: from one Claude session to a team that never presses send."
    },
    {
     "slug": "the-agent-team-as-it-runs",
     "position": 2,
     "why": "The field notes: twelve agents, encrypted vaults, a mailbox nobody sends from."
    },
    {
     "slug": "the-mandate-stack",
     "position": 3,
     "why": "The full stack: eight layers and one written mandate per agent."
    }
   ]
  },
  {
   "id": "nadella-answer",
   "title": "Answering Satya Nadella",
   "dek": "Satya Nadella on models as insider risks: answered principle by principle, then retold in our own vocabulary, on 11 October.",
   "found": "Each part lists the other under \"Builds on\"; the answer was published first (wire order).",
   "desk": "security",
   "minutes": 35,
   "first": "2026-10-11",
   "last": "2026-10-11",
   "parts": [
    {
     "slug": "authority-outside-the-model",
     "position": 1,
     "why": "The answer: seven principles, what runs, what is design, and five things the list leaves out."
    },
    {
     "slug": "the-same-argument-in-our-words",
     "position": 2,
     "why": "The translation: the same case in the language of reach, mandate, gap and barriers."
    }
   ]
  },
  {
   "id": "behaviour-policy-arc",
   "title": "Behaviour policy, from argument to gate",
   "dek": "Four days, 7 to 10 October: the policy is the business logic, then measured, then enforced on every draft, then kept alive through every summary.",
   "found": "A chain of \"Builds on\" links, one article a day: each part names the one before it.",
   "desk": "security",
   "minutes": 47,
   "first": "2026-10-07",
   "last": "2026-10-10",
   "parts": [
    {
     "slug": "the-behaviour-policy-is-the-business-logic",
     "position": 1,
     "why": "The argument: zoom into the policy and you find the business."
    },
    {
     "slug": "hope-or-enforcement",
     "position": 2,
     "why": "The measurement: one agent built three ways, and how much of each policy is hope."
    },
    {
     "slug": "a-second-reader-the-agent-cannot-skip",
     "position": 3,
     "why": "The first gate: a second model approves every draft, failing closed."
    },
    {
     "slug": "re-anchoring-agent-behaviour-policies",
     "position": 4,
     "why": "Keeping it alive: the rules printed back after every summary, with a canary."
    }
   ]
  },
  {
   "id": "where-agents-run",
   "title": "Where agents run",
   "dek": "Off the laptop, onto a rented desktop, with memory that outlives the run, and finally a Mac of the agent's own.",
   "found": "Found at build time: each part lists the one before it under \"Builds on\", 6 to 9 October.",
   "desk": "building",
   "minutes": 55,
   "first": "2026-10-06",
   "last": "2026-10-09",
   "parts": [
    {
     "slug": "why-my-agents-do-not-run-on-my-laptop",
     "position": 1,
     "why": "Why not the laptop: an operating system has two walls, and the agent sits inside yours."
    },
    {
     "slug": "an-agent-desktop-by-the-minute",
     "position": 2,
     "why": "Renting a locked-down desktop is still hard: nine properties, nine products."
    },
    {
     "slug": "encrypted-memory-for-isolated-agents",
     "position": 3,
     "why": "Memory for agents that run somewhere else: five deployment patterns."
    },
    {
     "slug": "a-mac-of-the-agents-own",
     "position": 4,
     "why": "A business plan for a Mac of the agent's own."
    }
   ]
  },
  {
   "id": "code-review",
   "title": "Code review as a graph, then as a company",
   "dek": "Read code at every layer, imagine the company that sells it, then send an agent in to do due diligence.",
   "found": "Found at build time: shared code-review tags and a \"Builds on\" chain, 3 to 5 October.",
   "desk": "building",
   "minutes": 87,
   "first": "2026-10-03",
   "last": "2026-10-05",
   "parts": [
    {
     "slug": "code-review-as-a-fractal-semantic-graph",
     "position": 1,
     "why": "The idea: source code is already a fractal graph, so review every layer."
    },
    {
     "slug": "if-somebody-built-a-company-on-code-review",
     "position": 2,
     "why": "The company plan: one reader for every layer."
    },
    {
     "slug": "send-an-agent-not-a-spreadsheet",
     "position": 3,
     "why": "The use: due diligence by agent, not by form."
    }
   ]
  },
  {
   "id": "local-news",
   "title": "Local news, kept as evidence",
   "dek": "The story vault as an idea, two readers' tools on top of it, a bridge followed to the end, and a hospital outage kept while it happened.",
   "found": "Named in the review; matches the Historian's collection of the same name, ordered by publication.",
   "desk": "news",
   "minutes": 72,
   "first": "2026-09-22",
   "last": "2026-10-08",
   "parts": [
    {
     "slug": "future-of-news-story-vault-not-paywall",
     "position": 1,
     "why": "The idea: sell the story vault, not the paywall."
    },
    {
     "slug": "story-vault-meets-reader-skills",
     "position": 2,
     "why": "Reader Skills on top of the vault, and why local news gains most."
    },
    {
     "slug": "the-bridge-followed-to-the-end",
     "position": 3,
     "why": "A bridge closure simulated end to end on a story vault."
    },
    {
     "slug": "the-waiting-room-knew-first",
     "position": 4,
     "why": "A live local story, kept as evidence while it was happening."
    }
   ]
  },
  {
   "id": "news-economics",
   "title": "Who pays for news when agents read it",
   "dek": "From the story vault to the token bill to a corrected history, and the case that agents will pay.",
   "found": "Found at build time: a \"Builds on\" chain through the token bill, 22 September to 11 October.",
   "desk": "news",
   "minutes": 61,
   "first": "2026-09-28",
   "last": "2026-10-11",
   "parts": [
    {
     "slug": "token-bill-nobody-is-sending",
     "position": 1,
     "why": "The token bill: publishers who are easy to read should get a share."
    },
    {
     "slug": "how-news-got-here",
     "position": 2,
     "why": "The history: the reader was always the product."
    },
    {
     "slug": "the-agent-is-the-reader",
     "position": 3,
     "why": "The answer: agents pay because it is cheaper than not paying."
    }
   ]
  },
  {
   "id": "keys",
   "title": "Public keys for sgit",
   "dek": "A Request for Comments, then where the keys live a day later.",
   "found": "Found at build time: the second lists the first under \"Builds on\".",
   "desk": "vaults",
   "minutes": 34,
   "first": "2026-10-09",
   "last": "2026-10-10",
   "parts": [
    {
     "slug": "rfc-0001-public-key-cryptography-for-sgit",
     "position": 1,
     "why": "The proposal: two key pairs, sealed files, fourteen questions."
    },
    {
     "slug": "where-the-vault-keys-live",
     "position": 2,
     "why": "Key management as it stands at v0.20.0, and what comes next."
    }
   ]
  },
  {
   "id": "startup-loop",
   "title": "Miss it, then price it",
   "dek": "The startup question first, then the early access programme that follows from it.",
   "found": "Found at build time: the second continues the first (\"the next step after do they miss it\").",
   "desk": "strategy",
   "minutes": 18,
   "first": "2026-09-21",
   "last": "2026-10-02",
   "parts": [
    {
     "slug": "the-question-is-whether-they-miss-it",
     "position": 1,
     "why": "The question: would anybody miss it?"
    },
    {
     "slug": "price-it-then-give-it-away",
     "position": 2,
     "why": "The next step: price it, then give it away and measure."
    }
   ]
  }
 ],
 "formats": {
  "labels": [
   {
    "id": "field-report",
    "label": "Field report",
    "means": "What we built or ran, and what happened, written from the inside."
   },
   {
    "id": "explainer",
    "label": "Explainer",
    "means": "What a thing is and how it works, for someone meeting it for the first time."
   },
   {
    "id": "analysis",
    "label": "Analysis",
    "means": "An argument, with evidence, about why something is the way it is or should change."
   },
   {
    "id": "business-plan",
    "label": "Business plan",
    "means": "A product or company somebody could build, with its market and costs."
   },
   {
    "id": "rfc",
    "label": "RFC",
    "means": "A Request for Comments: a design with open questions for reviewers."
   },
   {
    "id": "response",
    "label": "Answer",
    "means": "A reply to someone else's published argument, point by point."
   },
   {
    "id": "how-to",
    "label": "How-to",
    "means": "Steps a reader can follow on their own setup."
   },
   {
    "id": "interview",
    "label": "Interview",
    "means": "Questions put to us, answered."
   },
   {
    "id": "desk-note",
    "label": "Desk note",
    "means": "A short note from the desk (Historian, Journalist) tying articles together. Notes only, not articles."
   }
  ],
  "counts": {
   "field-report": 18,
   "explainer": 10,
   "analysis": 88,
   "business-plan": 4,
   "rfc": 1,
   "response": 7,
   "how-to": 5,
   "interview": 1,
   "desk-note": 0
  }
 },
 "raw_tags": {
  "distinct": 545,
  "uses": 1480,
  "singletons": 348
 },
 "articles": {
  "handing-secrets-to-agents": {
   "desk": "security",
   "desk2": "vaults",
   "debatable": true,
   "desk_by": "rule",
   "desk_why": "Highest score: Agent security & policy 4, next Vaults & provenance 4",
   "tags": [
    "identity-and-secrets",
    "encryption-and-keys"
   ],
   "products": [
    "sgit"
   ],
   "series": [],
   "format": "analysis",
   "format_label": "Analysis",
   "format_by": "default",
   "words": 2169,
   "minutes": 9,
   "headings": [
    "In short",
    "The pain",
    "What SG/Send already has",
    "The design: the recipient makes the key",
    "Tested end to end",
    "The first secret",
    "Against the trend, on purpose",
    "What exists, and the name",
    "A brief for the site",
    "What this does not claim",
    "Where this comes from"
   ]
  },
  "my-memory-checked": {
   "desk": "vaults",
   "desk2": "news",
   "debatable": false,
   "desk_by": "rule",
   "desk_why": "Highest score: Vaults & provenance 6, next The future of news 3",
   "tags": [
    "provenance",
    "publishing-method",
    "journalism",
    "fractal-semantic-graphs"
   ],
   "products": [],
   "series": [],
   "format": "analysis",
   "format_label": "Analysis",
   "format_by": "default",
   "words": 1433,
   "minutes": 6,
   "headings": [
    "In short",
    "What happened with the last article",
    "Where I first saw it",
    "Peer review moved",
    "Thinking out loud is now safe",
    "It goes both ways",
    "Provenance for the next writer",
    "What this does not claim",
    "Where this comes from"
   ]
  },
  "from-send-to-sgit": {
   "desk": "vaults",
   "desk2": "news",
   "debatable": false,
   "desk_by": "rule",
   "desk_why": "Highest score: Vaults & provenance 4, next The future of news 3",
   "tags": [
    "journalism",
    "encryption-and-keys"
   ],
   "products": [
    "sgit"
   ],
   "series": [],
   "format": "analysis",
   "format_label": "Analysis",
   "format_by": "default",
   "words": 2144,
   "minutes": 9,
   "headings": [
    "In short",
    "A service where the server holds nothing",
    "Live in five days",
    "Users, payments, and a feature in 22 minutes",
    "The data room I had already built",
    "Copy Git",
    "The vault grows into apps",
    "The pace",
    "What the market said",
    "What this does not claim",
    "Where this comes from"
   ]
  },
  "the-scripted-talk": {
   "desk": "building",
   "desk2": "vaults",
   "debatable": false,
   "desk_by": "rule",
   "desk_why": "Highest score: Building with agents 4, next Vaults & provenance 2",
   "tags": [
    "custom-interfaces"
   ],
   "products": [
    "sgit"
   ],
   "series": [],
   "format": "analysis",
   "format_label": "Analysis",
   "format_by": "default",
   "words": 1692,
   "minutes": 7,
   "headings": [
    "In short",
    "Why script a talk",
    "Where it comes from",
    "The player",
    "The demo is recorded truth",
    "Animations as code",
    "First use: ruv.sgit.ai",
    "A brief for the talk vault",
    "What this does not claim",
    "Where this comes from"
   ]
  },
  "the-tokens-hook": {
   "desk": "security",
   "desk2": "building",
   "debatable": false,
   "desk_by": "rule",
   "desk_why": "Highest score: Agent security & policy 4, next Building with agents 3",
   "tags": [
    "agent-readable-web",
    "agent-tooling",
    "behaviour-policy",
    "blast-radius"
   ],
   "products": [],
   "series": [],
   "format": "analysis",
   "format_label": "Analysis",
   "format_by": "default",
   "words": 2263,
   "minutes": 10,
   "headings": [
    "In short",
    "Why tokens need a policy",
    "Asking the model does not work",
    "What a hook can see in Claude Code",
    "The hook",
    "The other places to look",
    "Other tools",
    "A site for one small hook",
    "What this does not claim",
    "Where this comes from"
   ]
  },
  "cedar-and-the-policy-vault": {
   "desk": "security",
   "desk2": "vaults",
   "debatable": true,
   "desk_by": "rule",
   "desk_why": "Highest score: Agent security & policy 5, next Vaults & provenance 5",
   "tags": [
    "behaviour-policy",
    "vault-design",
    "deployment",
    "provenance",
    "fractal-semantic-graphs"
   ],
   "products": [
    "sgit"
   ],
   "series": [],
   "format": "analysis",
   "format_label": "Analysis",
   "format_by": "default",
   "words": 2799,
   "minutes": 12,
   "headings": [
    "In short",
    "Why Cedar",
    "Cedar in five ideas",
    "Their terms, our terms",
    "How Cedar policies are kept today",
    "The demo",
    "What a vault adds",
    "A brief for the MVP",
    "What this does not claim",
    "Where this comes from"
   ]
  },
  "the-citizen-developer": {
   "desk": "strategy",
   "desk2": "building",
   "debatable": false,
   "desk_by": "rule",
   "desk_why": "Highest score: Strategy & startups 5, next Building with agents 2",
   "tags": [
    "wardley-maps",
    "custom-interfaces"
   ],
   "products": [
    "sgit"
   ],
   "series": [],
   "format": "analysis",
   "format_label": "Analysis",
   "format_by": "default",
   "words": 1466,
   "minutes": 6,
   "headings": [
    "In short",
    "A worry, turned round",
    "The spreadsheet grown up",
    "The best briefs ever written",
    "The handover is the work",
    "A vault is a good carrier",
    "From rent-seeking to empowerment",
    "What this does not claim",
    "Where this comes from"
   ]
  },
  "paying-after-the-value": {
   "desk": "strategy",
   "desk2": "news",
   "debatable": false,
   "desk_by": "rule",
   "desk_why": "Highest score: Strategy & startups 5, next The future of news 3",
   "tags": [
    "pricing",
    "micropayments",
    "the-newsroom"
   ],
   "products": [],
   "series": [],
   "format": "analysis",
   "format_label": "Analysis",
   "format_by": "default",
   "words": 1897,
   "minutes": 8,
   "headings": [
    "In short",
    "Buying the future",
    "Paying hurts, and when you pay matters",
    "The newsroom's version",
    "Wikipedia, and the value you never add up",
    "Where it works",
    "Fair, visible, chosen",
    "The experiment",
    "What this does not claim",
    "Where this comes from"
   ]
  },
  "the-eyeballs-get-cheap": {
   "desk": "strategy",
   "desk2": "security",
   "debatable": false,
   "desk_by": "rule",
   "desk_why": "Highest score: Strategy & startups 7, next Agent security & policy 2",
   "tags": [
    "open-source",
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 }
}