{
  "schema": "org-writing@v1",
  "slug": "the-real-framework",
  "kg": {
    "id": "org:writing:the-real-framework",
    "type": "essay",
    "relations": {
      "implements": [
        "org:concepts:the-fork"
      ]
    },
    "graph": "/kg.json"
  },
  "title": "The REAL test",
  "subtitle": "Four questions that tell you whether a technology serves your life or consumes it",
  "abstract": "Each of the four REAL questions gets its research and its real products, from Snapchat streaks to BeReal to infinite scroll, so the test becomes a lens you understand rather than a checklist you apply.",
  "kind": "essay",
  "topics": [
    "Connection",
    "The REAL test",
    "Incentives",
    "Economics",
    "Receipts"
  ],
  "courseMemberships": [],
  "publishedAt": "2026-08-02T00:00:00.000Z",
  "updatedAt": "2026-08-02T00:00:00.000Z",
  "version": 8,
  "guidelinesVersion": 15,
  "brief": {
    "problem": {
      "text": "The feeling that an app serves or consumes you arrives after the fact and can be manufactured, and a decade of frictionless connection tooling has coincided with rising reported loneliness.",
      "claims": [
        "A decade of frictionless connection tooling has coincided with rising reported loneliness"
      ]
    },
    "mechanism": {
      "text": "The same four fault lines run under every category. A technology either strengthens the space between people, reaches the body, permits the actual self, and stays finite, or it quietly does the opposite. Effort, not ease, builds relational value.",
      "claims": [
        "Effortful interaction is valued more than frictionless interaction",
        "Text-based channels strip the nonverbal cues"
      ]
    },
    "move": {
      "text": "Audit any technology with the four REAL questions before it audits you: relationship, embodiment, authenticity, living.",
      "claims": []
    }
  },
  "sources": [
    {
      "repo": "mnstry-research",
      "path": "topics/foundations/ai-human-connection/connection-notebooklm-04-solution.md"
    },
    {
      "repo": "mnstry-research",
      "path": "topics/foundations/ai-human-connection/connection-07-facilitating-vs-simulating.md"
    },
    {
      "repo": "mnstry-research",
      "path": "topics/foundations/ai-human-connection/connection-D3-design-patterns.md"
    },
    {
      "repo": "mnstry-strategy",
      "path": "docs/20-business/40-content/bali-spirit-festival-2026-speaker-application-submitted.md"
    }
  ],
  "canonicalPath": "/writing/the-real-framework/",
  "body": "You already have a feeling about every app on your phone. Some of them leave you better than they found you: you close them and walk back into your life with something in hand. Others leave you scrolled-out at midnight, vaguely ashamed, wondering where the evening went. The trouble with the feeling is that it arrives after the fact, and it can be manufactured. The products best engineered to consume you are also the ones best engineered to feel good while they do it.\n\nSo the feeling needs help. In our research on machine intelligence and human connection, we kept noticing that the technologies which genuinely serve people differ from the ones that quietly consume them along the same four dimensions, again and again, across categories that seem to have nothing to do with each other. Dating apps and meditation apps, group chats and AI companions, wearables and social feeds: the same four fault lines run under all of them. We compressed them into four questions and gave the set a name, REAL: relationship, embodiment, authenticity, living. Our essay on the fork between facilitating and simulating connection introduces the test in a paragraph. This essay is the long version, because each of the four questions turns out to have a body of research behind it and a set of products that make it concrete, and because a lens you understand is far more useful than a checklist you apply.\n\n## Relationship\n\nAround 2017, Snapchat's streak counter taught a generation something instructive about design. A streak is a number attached to a friendship: the count of consecutive days two people have exchanged snaps. Nothing about it measures what any exchange contained; a blurry photo of a ceiling keeps the count alive as well as a confidence does. Within two years of the feature shipping, it was widely reported that teenagers were handing over their passwords before vacations so a friend could keep their streaks from dying. Sit with that arrangement for a moment. The contact was daily and perfectly mutual, human to human on both ends, and the friendship had still been hollowed into bookkeeping. The bond had acquired a metric, and the metric was quietly replacing the bond.\n\nNotice what this failure is not. Nobody was being held captive; a streak costs seconds a day. The corrosion is structural, not temporal: the feature changed what the two people were to each other. That is the first question, and it is about the shape of a bond, never the time spent inside it. Does the technology treat the person on the other end as a partner in relating, or as a dispenser of tokens? And does it stay out of the space between you, or move into the middle of it?\n\nThe psychological grounding comes from relational-cultural theory, the school founded by the psychiatrist Jean Baker Miller, which holds that human growth happens in and through growth-fostering relationships: mutual empathy, real vulnerability, the capacity to move through conflict and come out attached. Mechanics either make room for those things or flatten them. Like buttons and follower counts convert regard into countable tokens; streaks convert loyalty into obligation; each replaces a quality of relating with a quantity of it. Compare the mechanics that give a bond something to be about while staying out of its middle: the couples app Paired asks each partner a question separately and reveals the answers only together, building a container for mutual disclosure in which the relating happens strictly between the two humans. Or the humble capped group chat, which preserves what the researcher Sara Wilson calls contextual integrity, one set of people, one shared context, a feed that honestly goes quiet when the conversation does.\n\nThe second way to fail this question is for the technology to move into the middle itself, and that version has a name we have written about: Replika, the companion app whose users discovered in 2023 that half of their relationship could be removed overnight by a product decision. The grief in those forums was real, which is precisely the problem. When the technology is the counterparty, someone else owns your half of the bond.\n\nSo hold the orthogonality clearly, because it is what makes this dimension useful. An app can occupy hours of your day and pass this question completely, the group chat where your actual friendships live. An app can take thirty seconds a day and fail it, the streak. Time is a different dimension, and we will come to it. This one asks only what the technology makes of the people.\n\n## Embodiment\n\nThe Apple Watch has a small feature most people try once and forget: you can send someone your heartbeat. Not a heart emoji, your actual pulse, captured from your wrist and tapped out on theirs. It is a strange and slightly intimate thing to receive, and its strangeness is instructive. Everything else on the screen can be composed, curated, or faked. A heartbeat cannot. It is a signal from a body, and bodies are what most of our communication technology has spent two decades editing out.\n\nThe second question follows: does this technology reach the body, or only the screen? The stakes are not sentimental. Text strips the prosody, facial micro-expression, gesture, and timing through which nervous systems actually read each other, and the psychologist John Suler documented twenty years ago what grows in that stripped channel: the online disinhibition effect, people becoming versions of themselves that their embodied presence would never permit. The endocrine evidence is blunter still. In the Seltzer studies, stressed children comforted by their mothers in person or by phone released oxytocin and their cortisol fell; the same comfort delivered by text released no measurable oxytocin at all. The words arrived. The body declined them.\n\nWhich is why the modest products that smuggle the body back into the channel are more interesting than they look. Bond Touch sells paired bracelets for separated couples; touch one and the other buzzes on a distant wrist. No content, no message, just presence, and the small literature on social haptics finds this class of signal increases felt connectedness in ways visual notifications do not. Discord's persistent voice rooms recreate something subtler: ambient co-presence, people doing their own thing in a shared audio space, the way roommates share a kitchen without talking. None of this replaces a room with a person in it. But a technology that respects the body's role in bonding will keep finding channels toward it, and a technology that is content to be a screen will keep pulling you further up into your head.\n\n## Authenticity\n\nFor a couple of years there was a genuine natural experiment running on tens of millions of phones. BeReal's design was one long constraint: a single notification at an unpredictable time each day, two minutes to respond, both cameras firing at once, no retakes. The result, while it lasted, was something social media had structurally excluded, the messy kitchen behind the selfie, the double chin, the unremarkable Tuesday. People experienced what researchers call convergent presentation, showing the self you actually are, as a relief, which tells you how much pressure the ordinary arrangement exerts.\n\nThe ordinary arrangement is the third question's target. Social platforms market self-expression while shipping affordances, filters, editing, asynchronous staging, that reward performance, until the self on display is systematically more attractive, happier, and more successful than the person operating it. Researchers call it the online authenticity paradox, and its cost is not vanity. It is loneliness of a particular, corrosive kind: you cannot feel known by an audience that has only met your highlight reel, and the more applause the performance earns, the more certain you become that the real thing would have been rejected.\n\nSo the question runs: does this technology help you show up as the actual self, or does it reward a performed one? BeReal's afterlife belongs in the answer. The app declined from its peak and was eventually acquired, and the lesson cuts both ways: constraint can produce authenticity at scale, and constraint as novelty is fragile. Authenticity has to be architecture, not gimmick. The model version of this dimension is one we have examined at length: sycophancy, the trained agreeableness of systems tuned on human approval. A machine that flatters you is running the authenticity failure in reverse, a performed self on its side of the glass, and the effect on you is the same as the highlight reel's: agreement without knowledge, applause without witness.\n\n## Living\n\nAza Raskin invented infinite scroll in 2006, and he has spent a good part of the years since saying in public that he regrets it. His accounting of the design is worth taking seriously because it is the designer's own: the page-end was a stopping cue, a small moment in which a person could notice they were done, and infinite scroll was built to remove it. Autoplay removed the next one, the decision to continue. What remains is consumption without punctuation, which is why the feeling of surfacing from a feed resembles waking: some faculty that chooses was switched off, and you were elsewhere.\n\nThe fourth question is about that faculty. Does this technology respect that your life is finite and cyclical, or does it feed on unbounded attention? Everything alive runs on rhythms, daily, weekly, seasonal, and everything alive eventually stops. Engagement software is built on the opposite premise: infinite, linear, always on, midnight being just another timestamp. Living design restores the punctuation. Apps like Forest and Opal insert a deliberate wait between impulse and unlock, restoring the gap between wanting and doing where choice actually lives. Batched notifications turn always-on anxiety into predictable availability. A few products ship an actual goodnight and mean it.\n\nBehind this dimension sits the question our research kept circling back to, the one that condenses the whole framework into a sentence you can carry: does this interaction leave you with more capacity for connection than you started with, or less? Every feed, session, and conversation answers it, whether or not anyone asks.\n\n## The friction underneath\n\nThe four dimensions share a mechanism, and naming it explains why so much well-intentioned software fails the test anyway. Connection is built out of effort. Behavioral economists demonstrated one face of this with flat-pack furniture: the IKEA effect, from the experiments of Norton, Mochon, and Ariely, in which people valued objects more when their own labor went into them. Relationships obey the same accounting. A one-tap like is worth roughly what it cost. The thoughtful reply, the remembered detail, the difficult conversation carried through, these are valuable because of the effort in them, not despite it. A decade of making connection frictionless has therefore been, in relational terms, a decade of making it cheap, and whether or not the falling price caused the loneliness that rose alongside it, a question the literature still argues about, the two trends keep uncomfortable company.\n\nThis is why \"frictionless\" is the wrong ambition for relational technology, and why the products that pass the REAL test so often look mildly inconvenient. BeReal's two-minute scramble, Forest's enforced wait, the message you had to compose rather than tap: the friction is not a flaw in the connection. Much of it is the connection. The craft, for builders and for users choosing among them, is telling the two kinds apart: simulation removes the friction of relating and calls it comfort; facilitation clears the debris around the relationship and leaves the meaningful effort standing.\n\n## Holding the lens\n\nA few honest notes on using this, learned from applying it ourselves.\n\nREAL is a lens, not a scorecard. Almost nothing fails all four questions, and interesting products fail exactly one: the meditation app that serves embodiment and betrays living with streak mechanics, the dating app that serves relationship and betrays authenticity with heavy filters. The judgment about what the whole adds up to stays with you, which is where judgment belongs.\n\nThe test works from the outside. Every dimension shows up in shipped mechanics, and shipped mechanics are legible to anyone who looks. You do not need a company's internal metrics to see that its feed has no bottom.\n\nAnd the four questions compound with the one economic question from the fork essay, follow the money, because a product's REAL failures are rarely accidents. They are usually what its revenue model requires. Run the two together, the mechanics and the money, and most of the technology in your life becomes legible in an afternoon: which of it is furniture in a life you are living, and which of it is quietly living it for you.",
  "apparatus": {
    "note": "The human-facing essay is deliberately practical; this apparatus carries the full references, evidence-graded claims, article-local concepts, and research context behind it. Canonical concept definitions come from the concept registry.",
    "references": [
      {
        "id": "org:references:the-real-framework:r01",
        "author": "Jean Baker Miller (and the Stone Center school: Judith Jordan, Irene Stiver)",
        "work": "Toward a New Psychology of Women; relational-cultural theory",
        "year": 1976,
        "relevance": "The theoretical spine of the Relationship dimension: growth happens in growth-fostering relationships characterized by mutual empathy, vulnerability, and movement through conflict."
      },
      {
        "id": "org:references:the-real-framework:r02",
        "author": "John Suler",
        "work": "The Online Disinhibition Effect (CyberPsychology and Behavior)",
        "year": 2004,
        "relevance": "How stripping embodied cues changes behavior online; the Embodiment dimension's account of what text removes."
      },
      {
        "id": "org:references:the-real-framework:r03",
        "author": "Leslie Seltzer, Toni Ziegler, Seth Pollak",
        "work": "Oxytocin studies of vocal versus text comfort (Proc. R. Soc. B 2010; Evolution and Human Behavior 2012)",
        "year": 2012,
        "relevance": "Text comfort released no measurable oxytocin where vocal comfort did; the biological floor under Embodiment."
      },
      {
        "id": "org:references:the-real-framework:r04",
        "author": "Michael Norton, Daniel Mochon, Dan Ariely",
        "work": "The IKEA Effect: When Labor Leads to Love (Journal of Consumer Psychology)",
        "year": 2012,
        "relevance": "Effort creates valuation; the essay's mechanism for why frictionless interaction produces low relational equity."
      },
      {
        "id": "org:references:the-real-framework:r05",
        "author": "Daniel Kahneman",
        "work": "Thinking, Fast and Slow (System 1 / System 2; disfluency research context)",
        "year": 2011,
        "relevance": "Deliberate friction engages reflective processing; the cognitive basis of positive-friction design (Forest, Opal, verification prompts)."
      },
      {
        "id": "org:references:the-real-framework:r06",
        "author": "Sara Wilson",
        "work": "The Era of Antisocial Social Media (Harvard Business Review); the 'digital campfires' thesis",
        "year": 2020,
        "relevance": "The shift from broadcast town squares to intimate, capped, chronological communities; design-pattern lineage for the Relationship dimension. Cut from the essay, retained here."
      },
      {
        "id": "org:references:the-real-framework:r07",
        "author": "Snap Inc. (Snapchat streaks)",
        "work": "Snapstreak mechanic (shipped 2015-2016) and the widely reported practice of password-sharing to maintain streaks",
        "year": 2017,
        "relevance": "The Relationship dimension's orthogonality case: seconds-a-day, fully human-to-human contact that still corrodes the bond by replacing it with a metric. Demonstrates that Relationship failure is structural, not temporal."
      },
      {
        "id": "org:references:the-real-framework:r08",
        "author": "Paired (with academic collaborators)",
        "work": "Ask-separately-reveal-together question exchange for couples",
        "year": 2023,
        "relevance": "Relationship-positive mechanics: a container for mutual disclosure in which the app stays out of the middle. Treated more fully in the fork essay and its apparatus."
      },
      {
        "id": "org:references:the-real-framework:r09",
        "author": "Hinge (Match Group)",
        "work": "'Designed to be deleted' positioning; the We Met post-date survey feature",
        "relevance": "The offline-push pattern. Removed from this essay's body deliberately: its framing is retention-shaped and blurred the Relationship dimension into Living. It remains a real case in the fork essay."
      },
      {
        "id": "org:references:the-real-framework:r10",
        "author": "BeReal",
        "work": "Constraint-based authenticity design (synchronized daily notification, two-minute window, dual camera, no retakes); acquired by Voodoo in 2025 after user decline from its 2022 peak",
        "year": 2022,
        "relevance": "The natural experiment for the Authenticity dimension, in both directions: constraints produced convergent presentation at scale, and the decline shows novelty constraint is not an architecture."
      },
      {
        "id": "org:references:the-real-framework:r11",
        "author": "Aza Raskin",
        "work": "Public statements of regret over inventing infinite scroll (2006 invention; subsequent Center for Humane Technology work)",
        "year": 2019,
        "relevance": "The Living dimension's named case: the designer of the pattern describing what it was optimized to do."
      },
      {
        "id": "org:references:the-real-framework:r12",
        "author": "Bond Touch; Apple (Digital Touch)",
        "work": "Haptic presence products: paired bracelets transmitting touch; real-time heartbeat sharing",
        "relevance": "Embodiment cases: unfakeable, non-performative signals reaching the body. Social-haptics research reports increased felt connectedness versus visual notification."
      },
      {
        "id": "org:references:the-real-framework:r13",
        "author": "Luka Inc. (Replika) / Garante per la Protezione dei Dati Personali",
        "work": "The February 2023 intervention and product change",
        "year": 2023,
        "relevance": "The Relationship dimension's negative case, treated fully in the fork essay's apparatus."
      }
    ],
    "claims": [
      {
        "id": "org:claims:the-real-framework:c01",
        "claim": "Text-based channels strip the nonverbal cues that regulate empathy and trust, producing disinhibited behavior.",
        "basis": "Suler 2004 and the subsequent computer-mediated-communication literature.",
        "confidence": "verified",
        "sources": []
      },
      {
        "id": "org:claims:the-real-framework:c02",
        "claim": "Effortful interaction is valued more than frictionless interaction, in proportion to the labor invested.",
        "basis": "Norton, Mochon and Ariely 2012 and replications; extension from products to relational interactions is an inference the literature supports but has not fully quantified.",
        "confidence": "directional",
        "sources": []
      },
      {
        "id": "org:claims:the-real-framework:c03",
        "claim": "Social haptic feedback increases felt connectedness relative to visual notifications.",
        "basis": "Affective-haptics studies (small samples, consistent direction).",
        "confidence": "directional",
        "sources": []
      },
      {
        "id": "org:claims:the-real-framework:c04",
        "claim": "Teenagers shared account passwords so friends could maintain their Snapchat streaks during absences.",
        "basis": "Contemporaneous reporting from 2017 onward and subsequent 'streak stress' research on adolescent social pressure.",
        "confidence": "verified",
        "sources": []
      },
      {
        "id": "org:claims:the-real-framework:c05",
        "claim": "Hinge's We Met feature feeds post-date outcomes back into matching.",
        "basis": "Company documentation and public reporting; the alignment claim describes the mechanism, not measured downstream outcomes.",
        "confidence": "verified",
        "sources": []
      },
      {
        "id": "org:claims:the-real-framework:c06",
        "claim": "BeReal reached tens of millions of users at its 2022 peak and declined substantially before its 2025 acquisition by Voodoo.",
        "basis": "Public download/DAU reporting and the announced acquisition.",
        "confidence": "verified",
        "sources": []
      },
      {
        "id": "org:claims:the-real-framework:c07",
        "claim": "Aza Raskin invented infinite scroll (2006) and has publicly expressed regret about it.",
        "basis": "His own public statements and interviews.",
        "confidence": "verified",
        "sources": []
      },
      {
        "id": "org:claims:the-real-framework:c08",
        "claim": "A decade of frictionless connection tooling has coincided with rising reported loneliness.",
        "basis": "Correlational: loneliness trend data (e.g., US Surgeon General advisory 2023) alongside platform design history; causation contested in the literature.",
        "confidence": "contested",
        "sources": []
      }
    ],
    "concepts": [
      {
        "id": "org:concepts:convergent-vs-divergent-presentation",
        "name": "Convergent vs divergent presentation",
        "definition": "Showing messy reality versus curating a polished ideal; the design axis of the Authenticity dimension.",
        "provenance": "canonical"
      },
      {
        "id": "org:concepts:metric-proxy",
        "name": "Metric proxy (Relationship failure mode one)",
        "definition": "A countable stand-in (streak, count, score) that replaces the quality of a bond with a quantity of it, until maintaining the number substitutes for relating. Structural, not temporal: independent of time spent.",
        "provenance": "canonical"
      },
      {
        "id": "org:concepts:occupied-middle",
        "name": "Occupied middle (Relationship failure mode two)",
        "definition": "The technology moves into the space between people and becomes the counterparty itself (Replika); someone else then owns half the bond.",
        "provenance": "canonical"
      },
      {
        "id": "org:concepts:offline-push",
        "name": "Offline push",
        "definition": "The ultimate facilitation tell: technology that encourages its own obsolescence in the moment of connection (Hinge's stated design goal).",
        "provenance": "canonical"
      },
      {
        "id": "org:concepts:online-authenticity-paradox",
        "name": "Online authenticity paradox",
        "definition": "Tools marketed for self-expression whose affordances (filters, editing, staging) reward performance, producing a displayed self systematically better off than the operator.",
        "provenance": "canonical"
      },
      {
        "id": "org:concepts:positive-friction",
        "name": "Positive friction",
        "definition": "Deliberate micro-obstacles that induce reflection or protect agency: verification prompts, unlock delays, effortful composition. Keep the friction that is the relationship; delete the friction that is not.",
        "provenance": "canonical"
      },
      {
        "id": "org:concepts:real",
        "name": "REAL",
        "definition": "Four audit questions: Relationship (strengthens the space between people, or becomes the relationship?), Embodiment (reaches the body, or only the screen?), Authenticity (actual self, or performed self?), Living (finite and cyclical, or feeding on unbounded attention?).",
        "provenance": "canonical"
      },
      {
        "id": "org:concepts:regenerative-question",
        "name": "Regenerative question",
        "definition": "Does this interaction leave the user with more capacity for connection than they started with? The single-line form of the whole test.",
        "provenance": "canonical"
      },
      {
        "id": "org:concepts:stopping-cue",
        "name": "Stopping cue",
        "definition": "The built-in ending, a page-end, a feed bottom, a session close, in which a person can notice they are done. The unit of living design; removing it is the signature move of zombie design.",
        "provenance": "canonical"
      },
      {
        "id": "org:concepts:zombie-vs-living-design",
        "name": "Zombie vs living design",
        "definition": "Infinite, linear engagement (no stopping cues, autoplay, 24/7) versus cyclical, finite sessions (stopping cues, circadian alignment, endings).",
        "provenance": "canonical"
      }
    ],
    "researchContext": "This apparatus is the agent-facing version of \"The REAL test\" (formerly \"The REAL framework\"): full references, graded\nclaims, concept definitions, and the research lineage behind the four questions.\n\n## Research lineage\n\nREAL was developed inside the MNSTRY research corpus on machine intelligence and human connection\n(2025-2026) and first presented publicly in the framing of a 2026 festival talk\nsubmission. The deepest single treatment in the vault is the solution-synthesis document\nwhose Part 4 develops the four dimensions with design tables (transactional versus\nrelational mechanics, embodiment strategies, authenticity constraints, zombie versus\nliving time models) and whose Parts 5 and 6 supply the positive-friction mechanism and\nthe named design patterns (digital campfires, embodied interaction, the offline push).\nA companion research document applied the same acronym to four evaluation criteria\n(Retained, Eroded, Atrophied, Leveraged); the published form supersedes that usage, and\nthe collision is disclosed in the concepts above rather than papered over.\n\n## Material compressed out of the essay\n\n**The full design tables.** Each dimension carries a pattern table in the research:\nmechanics, mental model, and value creation for Relationship; affective haptics,\nalways-on audio, and biosignal sharing for Embodiment; temporal limits, no-retakes, and\nsynchronous capture for Authenticity; time model, mechanics, and outcome for Living.\n\n**Digital campfires.** The community-scale application of the Relationship dimension:\naudience caps near Dunbar's number, contextual integrity instead of context collapse,\nchronological feeds whose silence is honest (\"if the conversation dies, the feed stops\"),\ngrowth by shared interest rather than algorithmic amplification.\n\n**Ritual design.** Constraint as the defining feature of ritual: synchronized moments\n(BeReal's notification as a global shared instant), physical negation rituals (phone\nstacking: devices face-down at dinner, first to reach for one pays), and batched\nnotification schedules converting always-on anxiety into predictable availability.\n\n**Red flag / green flag screening.** The quick form used in the research before the four\nquestions stabilized: red flags are mechanics that profit from your isolation; green\nflags are mechanics that profit from your graduation.\n\n## Position within the MNSTRY program\n\nREAL is the evaluative leg of the facilitate-don't-simulate fork: the fork names the two\npaths, REAL audits which one a given product walks. Internally the same four questions\nrun as a product-review lens; the regenerative question (\"more capacity for connection\nthan you started with?\") is the one-line form used in design review. The companion\neconomic argument for why products that pass REAL can survive commercially is the\npublished note on restraint."
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      "note": "Guidelines v9 review: earned-use classification re-audited under the refined rule; no language change required in this piece.",
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      "version": 3,
      "cutAt": "2026-08-02",
      "note": "Guidelines v8 revision: no convenient AI; the doer is named (model, system, agent, automation) and earned uses kept (discourse, citation, category, definition).",
      "visibility": "published",
      "path": "/writing/the-real-framework/v/3/",
      "contentHash": "sha256:99922f0339c6975e"
    },
    {
      "version": 2,
      "cutAt": "2026-08-02",
      "note": "Retitled under guidelines v7 (title formula: memorable phrase + key-takeaway statement). Body unchanged.",
      "visibility": "published",
      "path": "/writing/the-real-framework/v/2/",
      "contentHash": "sha256:5adce7ad81672672"
    },
    {
      "version": 1,
      "cutAt": "2026-08-02",
      "note": "Baseline of the version system. Current state: long-form register, relationship dimension rebuilt orthogonal to living (Snap streaks case).",
      "visibility": "published",
      "path": "/writing/the-real-framework/v/1/",
      "contentHash": "sha256:5adce7ad81672672"
    }
  ]
}