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Public dossier section · @ben

sources

This is @ben's profile revision 1. The original date and editorial confidence below are attributed to its publisher, not independent verification.

Original credited author: Hraness

AI-drafted at Ben Guo's direct request and credited to Hraness; every claim links to its cataloged source.

Back to the full profile · Markdown version · Original document

Published text

roam research: sources

the catalog — every source behind every claim, dated and typed.

  • roam research — a note-taking tool for networked thought — roam research, roam research (2019, primary). the product site and its own description of the tool.
  • the roam research white paper — roam research, roam research (~2020, primary). roam's own statement of the thesis: a directed graph instead of a file tree, with bayesian and collaborative ambitions that mostly never shipped. the page lives inside roam's js-rendered help graph; a readable export sits at heckler.roam.garden/@white-paper.
  • roam: why i love it and how i use it — nat eliason, nat eliason (2020-01-18, community). the article most often credited with triggering the 2020 sign-up wave; eliason later reported it drove meaningful referral revenue.
  • how to use roam research: a tool for metacognition — ness labs, anne-laure le cunff (2020, community). the 'tool for metacognition' guide that onboarded much of the first wave.
  • getting compound interest on your thoughts with conor white-sullivan — ness labs, anne-laure le cunff (2020, interview). conor's own framing in interview: compound interest on your thoughts; good ideas come from ideas having sex.
  • roam research faq — ness labs, anne-laure le cunff (2020, community). the pricing record: $15/month, $165/year, and the $500 five-year believer plan.
  • roam research: the limitless tool — the generalist, mario gabriele (2020, reporting). a long, favorable company profile published near the peak of the hype wave.
  • roam is a note-taking tool, and a dream of a better self — built in sf (2020, reporting). the feature that documented #roamcult as a genuine community phenomenon and traced the bush-to-roam lineage in the popular press.
  • a $200 million seed valuation for roam — the information (2020-09-11, reporting). the scoop that fixed the public number: ~$9m at ~$200m, roughly 25x the median seed valuation. paywalled.
  • roam research raises $9m at a $200m valuation — techcrunch (2020-09-28, reporting). the techcrunch writeup that carried the round to the general tech audience.
  • how roam research got their first 1000 customers — first 1000 (medium), ali abou el atta (2020-07-29, reporting). the 'low floor, high ceiling' product philosophy and the enterprise-first start.
  • why note-taking apps don't make us smarter — platformer, casey newton (2023-09-11, reporting). the marquee postmortem by a believer: 'i waited for the insights to come. and waited. and waited.' notes designed for storage, not sparking insights.
  • a note on the cargo cult of zettelkasten — boffosocko, chris aldrich (2023-02-03, community). the cargo-cult diagnosis: users follow the motions of zettelkasten for months, don't see the promised gains, and quietly give up.
  • why i left roam research after 5 years — yu-wenhao.com, wenhao yu (~2025, community). a five-year believer ($500 plan, $1k investor) leaves for obsidian: 'ai changed everything, and my data was locked in the cloud.'
  • i wish i knew how to quit roam research — investing101 (substack), kyle harrison (~2023, community). the loyalist counterweight: roam 'was not building a productivity app' while most users wanted one.
  • zettelkasten, honestly — notesnudge (~2025, community). the cleanest evidence audit: 'the system will surprise you with connections' is the least-supported claim; only survivors write essays.
  • moving from roam research to obsidian — mickmel (substack), mickmel (~2022, community). a representative migration note: price, privacy, and sync driving the move to obsidian.
  • conaw on sync issues and the state of roam — threadreader app, conor white-sullivan (2021-01, archive). conor's own january 2021 thread on sync bugs and performance — 'roam is far from done' — plus the subreddit friction it answered. captured via threadreader.
  • as we may think — the atlantic, vannevar bush (1945-07, primary). the 1945 memex essay every networked-thought tool cites as origin.
  • augmenting human intellect: a conceptual framework — doug engelbart institute, douglas engelbart (1962-10, primary). augmenting human intellect as an explicit program — computers as thinking partners, six years before the mother of all demos.
  • computer lib / dream machines — internet archive (scan), ted nelson (1974, archive). hypertext, hypermedia, and 'everything is deeply intertwingled' — plus transclusion, the ancestor of roam's block reference.
  • the curse of xanadu — wired, gary wolf (1995-06, reporting). the cautionary precedent: xanadu as the longest-running vaporware project in computing — vision shipped partially, ambition unreached.
  • wikiwikiweb — wikipedia (1995, community). ward cunningham's 1995 wiki: every page editable, every camelcase word a link that creates the page if missing — bottom-up structure made nearly free.
  • communicating with slip boxes — luhmann.surge.sh (translation), niklas luhmann (1981, primary). the slip-box as a partner that surprises you — and the caveat roam lived out: the box needs years to reach critical mass, until then it is a mere container.
  • how to take smart notes — northbooks, sönke ahrens (2017, primary). the book that popularized luhmann's zettelkasten for the roam generation.
  • history and acknowledgments (org manual) — orgmode.org (2003, primary). org-mode's own history: a plain-text outline mode born in 2003 — the grammar roam rebuilt as a product.
  • turn your entire life into a list with workflowy — techcrunch, alexia tsotsis (2010-11-04, reporting). workflowy's 2010 launch: proof a whole product could be one infinite, zoomable list.
  • about this particular outliner: outliner history — atpm, ted goranson (2003, community). the desktop-outliner lineage — thinktank, more, acta — that roam's surface descends from.
  • hypertext gardens — eastgate, mark bernstein (1998, primary). the first recorded use of 'digital garden' (1998) and a deliberate argument for irregular, curated link structure; tinderbox put agents inside notes in 2002.
  • the story of tiddlywiki — tiddlywiki.com, jeremy ruston (2004, primary). the personal wiki as one self-contained html file of reusable tiddlers — quasi-transclusion in 2004.
  • the garden and the stream: a technopastoral — hapgood, mike caulfield (2015-10-17, primary). the garden-vs-stream frame that became digital-garden canon: topology against serialization.
  • augmenting long-term memory — michael nielsen, michael nielsen (2018-07, primary). spaced repetition and memory systems as tools for thought — the intellectual neighbor roam sat next to.
  • how can we develop transformative tools for thought? — numinous productions, andy matuschak & michael nielsen (2019, primary). the essay that named the field roam came to represent — and warned that good tools for thought arise mostly as byproducts of serious work.
  • evergreen notes — notes.andymatuschak.org, andy matuschak (2019, primary). the canonical public note corpus: 'better note-taking misses the point; what matters is better thinking'; titles as apis; notes densely linked.
  • of digital streams, campfires and gardens — tomcritchlow.com, tom critchlow (2018-10, primary). the indie-hacker instantiation: streams, campfires, gardens, and the jekyll wikifolder — building your own garden before roam sold one.
  • a brief history & ethos of the digital garden — maggieappleton.com, maggie appleton (2020, community). the digital-garden history that places roam inside a longer tradition of public learning.
  • local-first software — ink & switch, kleppmann, wiggins, van hardenberg, mcgranaghan (2019-04, primary). the counter-ideology roam violated: you own your data, in spite of the cloud — the banner obsidian and logseq recruited under.
  • building a second brain — building a second brain, tiago forte (2017, primary). code and para turned pkm into a mass aspiration — the demand roam rode. eliason's verdict: 'roam is v4.'
  • tools for thought rocks — bmann consulting, boris mann (2021, community). the tools-for-thought community layer — a monthly series running july 2021 to march 2023 that neatly brackets the wave's peak.
  • file over app — stephango.com, steph ango (2023-07-01, primary). obsidian's ceo on why files outlive apps — in the agent era it reads as prophetic: plain markdown is the substrate agents already read.
  • obsidian — a private and flexible writing app — obsidian (2020, primary). the local-first competitor that won the pragmatists while roam won the evangelists — first beta march 30, 2020, free, plain markdown.
  • logseq/logseq — github (2020, primary). the open-source outliner clone (agpl, local markdown/org files) that absorbed roam's most cost-sensitive users; its readme credits roam, org-mode, tiddlywiki, and workflowy.
  • logseq raises $4.1m — logseq blog (~2022, primary). logseq's $4.1m raise from collison, friedman, lütke, and dave winer — explicitly on users 'jumping ship from roam.'
  • athensresearch/athens — github (2020, primary). the cautionary open-source clone: yc w21, 6.3k stars, unmaintained since ~2023 — cloning the graph was never the hard part.
  • tana — the all-in-one workspace with supertags — tana (2023, primary). the supertag successor built by ex-roam-community figures, launched on the explicit promise of finishing what roam started.
  • tana raises $14m series a — tana blog (~2024, primary). tana's $14m series a as an 'ai-native workspace' — the category's pivot to agents made literal.
  • the next chapter for tana — tana blog (~2025, primary). 'your graph is the context and conversations are your prompts… your knowledge graph builds itself every time you talk.'
  • automatically add backlinks using ai — reflect, alex maccaw (~2023, primary). the labor handoff as a button: 'decorate my writing with backlinks.'
  • mem's note-taking app plans to use ai — the verge, david pierce (2022-11-10, reporting). mem's ai-first pitch — 'a google search bar but for all nonpublic information' — and the memex homage in the name.
  • capacities launch thread — hacker news (2022-06-02, community). object-based notes: typed objects instead of pages — structure by type and relation rather than folders.
  • llm-wiki.md — github gist, andrej karpathy (2026-04-04, primary). the agent-era restatement: an llm-maintained markdown wiki as 'a persistent, compounding artifact.' 'obsidian is the ide; the llm is the programmer; the wiki is the codebase.'
  • graphrag: unlocking llm discovery on narrative private data — microsoft research, larson & truitt (2024-02-13, primary). microsoft's graphrag: llm-extracted knowledge graphs plus community summaries beat baseline rag on global sensemaking questions.
  • ai's trillion-dollar opportunity: context graphs — foundation capital, jaya gupta & ashu garg (2025-12, primary). the enterprise restatement: agents need decision traces — exceptions, overrides, precedents — captured into context graphs.
  • introducing the model context protocol — anthropic (2024-11-25, primary). anthropic's open socket between agents and data — the plumbing that makes agent-readable knowledge bases practical.
  • look ma, no rag! building agent-native knowledge systems — blog.pollack.ai (~2025, community). the links-beat-embeddings argument at project scale: index files as routing tables, let the agent follow links in two or three hops.
  • benchmarking ai agent memory: is a filesystem all you need? — letta (~2025, primary). the strongest counter-evidence: a plain agent with file tools hit 74% on the locomio memory benchmark — files plus grep rival specialized memory systems.
  • introducing context repositories — letta (~2025, primary). git-backed agent memory: markdown plus frontmatter projected into a real repo the agent greps and commits — roam's data model reinvented as infrastructure.
  • agents.md — agents.md (2025, primary). the cross-vendor convention — 'a readme for agents' across codex, cursor, jules, copilot, and 60k+ projects.
  • agent memory engineering — nicolasbustamante.com, nicolas bustamante (~2026, community). the audit caveat: production agent memory converges on small markdown taxonomies, and 'remember this' behavior is harness-trained — structure matters less than habit.
  • karpathy's obsidian wiki broke at 100 articles — dev.to, zaferdace (~2026, community). the counter-lesson: at ~100 articles an llm-maintained wiki exceeds usable context and the model starts confidently fabricating cross-note relationships.
  • why your second brain is dead — self.md (~2025, community). the bluntest version of the against case: 'the ai does not care about your backlinks… the expensive operation became free.'
  • hraness/wordcell — github, hraness (2026, primary). a knowledge base for coding agents built from markdown, backlinks, semantic search, and git context — markdown and git authoritative, indexes as replaceable views.
  • wordcell docs — wordcell.io, hraness (2026, primary). wordcell's docs: context, backlinks, and history per code path, installed as an agent skill.
  • sponge — a personal library for research — sponge.computer, hraness (2025, primary). a knowledge harness where agents research against a saved corpus — cite the passages used, check claims against the text — while people steer, review, and control release.
  • hraness/oh — github, hraness (2026, primary). an ontology kernel for agentic research: content-addressed entity, statement, assertion, and evidence records with an append-only operation log; indexes derived and rebuildable.
  • what happened to roam research? magic, then friction — buildfirstbrain (~2026, community). a representative 'what happened to roam' essay — likely ai-assisted, used for the genre's shape rather than its claims: 'connections you do not understand are not understanding.'
  • huffington post acquires localocracy — techcrunch (2011-10-03, reporting). the acquisition that anchors conaw's pre-roam history: localocracy — 'everyone is an expert about something' — sold to aol's huffington post media group.
  • umass start-up website bought by huffington post — massachusetts daily collegian (2011-10, reporting). the student-paper record: umass amherst founders, ages, and lead engineer jay voice.
  • conor white-sullivan author archive — obamawhitehouse.archives.gov, conor white-sullivan (2012, archive). conaw's obama-era white house blog archive — participatory democracy writing under his own name: 'an anthropology major … in 2008 founded localocracy.'
  • tedxboston — conor white-sullivan — localocracy — tedxboston / youtube, conor white-sullivan (2010-07-29, archive). the earliest surviving conaw talk video: localocracy as an online town common — collective intelligence a decade before roam.
  • ignite amherst talk on tech, media, and political power — ignite amherst (shared via twitter), conor white-sullivan (2009, archive). fall 2009, five minutes and twenty slides: 'an abundance of hope and the reckless confidence of a 21 year old. still stand by most of this.'
  • how i met my co-founder (origin thread) — threadreader app, conor white-sullivan (2019-09-05, archive). the first-person founding story: meeting joshua brown at 42, the prototype, the co-founder offer — and 'just started bringing in users from the public a couple months ago.'
  • the roam research white paper (mirror) — roam garden (mirror), conor white-sullivan (2018, archive). the readable export of the white paper — 'we wrote this white paper in winter of 2017/2018'; co-authored with journalist richard meadows, who became roam's first investor.
  • welcome to roam — founder introduction — roam garden (mirror), conor white-sullivan (2019, archive). the founder introduction inside roam's own public help graph — ending with his personal gmail and 'much love — conor.' the medium demonstrating itself.
  • 365 propositions — threadreader app, conor white-sullivan (2018-12-25, archive). the living thread-as-publication: hundreds of numbered daily propositions on thinking, consent, communal living, and the limits of thinkable thoughts — public thinking before the product.
  • why evernote is a terrible second brain — threadreader app, conor white-sullivan (2019-02-23, archive). the 45-tweet thesis the white paper itself links as 'related twitter thread': 'writing isn't just a tool for communication. first and foremost, writing is a tool for thinking.'
  • the zettelkasten thread — threadreader app, conor white-sullivan (2019-05-18, archive). 'the zettelkasten — it's like the gtd for intellectual progress' — the thread that tied roam to luhmann and opened invites, naming joshua brown as co-builder.
  • trust in the gatekeepers / all time low — threadreader app, conor white-sullivan (2021-01-22, archive). the continuity thread: 'trust in the gatekeepers / all time low' — 'the answer is not a new channel. it's a new format, a new medium, with a new power structure.' 'if had been no @localocracy there would be no @roamresearch.'
  • api, fellowship, and the roam fund — threadreader app, conor white-sullivan (2020-09-19, archive). the peak ecosystem-builder thread days after the seed: new backend, api and multiplayer, the roam fellowship (first fellow dhrumil mehta), and $2m for a roam fund — $1m balance sheet, $1m option pool.
  • roamgames announcement — threadreader app, conor white-sullivan (2021-01-23, archive). $10,000 every two weeks for three months to community builders 'whose public work pushes the frontier the farthest' — judged on intermediate packets and growing the commons.

Original source occurrences

  1. roam research — a note-taking tool for networked thought · roam research · 2019 (year) · original ID: src-roam-site · roam research

    the product site and its own description of the tool.

  2. the roam research white paper · roam research · ~2020 (approximate) · original ID: src-roam-whitepaper · roam research

    roam's own statement of the thesis: a directed graph instead of a file tree, with bayesian and collaborative ambitions that mostly never shipped. the page lives inside roam's js-rendered help graph; a readable export sits at heckler.roam.garden/@white-paper.

  3. roam: why i love it and how i use it · nat eliason · 2020-01-18 (day) · original ID: src-eliason-why-i-love-it · nat eliason

    the article most often credited with triggering the 2020 sign-up wave; eliason later reported it drove meaningful referral revenue.

  4. how to use roam research: a tool for metacognition · ness labs · 2020 (year) · original ID: src-nesslabs-roam · anne-laure le cunff

    the 'tool for metacognition' guide that onboarded much of the first wave.

  5. getting compound interest on your thoughts with conor white-sullivan · ness labs · 2020 (year) · original ID: src-nesslabs-conor-interview · anne-laure le cunff

    conor's own framing in interview: compound interest on your thoughts; good ideas come from ideas having sex.

  6. roam research faq · ness labs · 2020 (year) · original ID: src-nesslabs-roam-faq · anne-laure le cunff

    the pricing record: $15/month, $165/year, and the $500 five-year believer plan.

  7. roam research: the limitless tool · the generalist · 2020 (year) · original ID: src-generalist-roam · mario gabriele

    a long, favorable company profile published near the peak of the hype wave.

  8. roam is a note-taking tool, and a dream of a better self · built in sf · 2020 (year) · original ID: src-builtin-roamcult

    the feature that documented #roamcult as a genuine community phenomenon and traced the bush-to-roam lineage in the popular press.

  9. a $200 million seed valuation for roam · the information · 2020-09-11 (day) · original ID: src-information-200m

    the scoop that fixed the public number: ~$9m at ~$200m, roughly 25x the median seed valuation. paywalled.

  10. roam research raises $9m at a $200m valuation · techcrunch · 2020-09-28 (day) · original ID: src-roam-200m

    the techcrunch writeup that carried the round to the general tech audience.

  11. how roam research got their first 1000 customers · first 1000 (medium) · 2020-07-29 (day) · original ID: src-first-1000 · ali abou el atta

    the 'low floor, high ceiling' product philosophy and the enterprise-first start.

  12. why note-taking apps don't make us smarter · platformer · 2023-09-11 (day) · original ID: src-newton-platformer · casey newton

    the marquee postmortem by a believer: 'i waited for the insights to come. and waited. and waited.' notes designed for storage, not sparking insights.

  13. a note on the cargo cult of zettelkasten · boffosocko · 2023-02-03 (day) · original ID: src-aldrich-cargo-cult · chris aldrich

    the cargo-cult diagnosis: users follow the motions of zettelkasten for months, don't see the promised gains, and quietly give up.

  14. why i left roam research after 5 years · yu-wenhao.com · ~2025 (approximate) · original ID: src-yu-why-i-left · wenhao yu

    a five-year believer ($500 plan, $1k investor) leaves for obsidian: 'ai changed everything, and my data was locked in the cloud.'

  15. i wish i knew how to quit roam research · investing101 (substack) · ~2023 (approximate) · original ID: src-harrison-quit · kyle harrison

    the loyalist counterweight: roam 'was not building a productivity app' while most users wanted one.

  16. zettelkasten, honestly · notesnudge · ~2025 (approximate) · original ID: src-notesnudge-zettelkasten

    the cleanest evidence audit: 'the system will surprise you with connections' is the least-supported claim; only survivors write essays.

  17. moving from roam research to obsidian · mickmel (substack) · ~2022 (approximate) · original ID: src-mickmel-migration · mickmel

    a representative migration note: price, privacy, and sync driving the move to obsidian.

  18. conaw on sync issues and the state of roam · threadreader app · 2021-01 (month) · original ID: src-conaw-sync-thread · conor white-sullivan

    conor's own january 2021 thread on sync bugs and performance — 'roam is far from done' — plus the subreddit friction it answered. captured via threadreader.

  19. as we may think · the atlantic · 1945-07 (month) · original ID: src-as-we-may-think · vannevar bush

    the 1945 memex essay every networked-thought tool cites as origin.

  20. augmenting human intellect: a conceptual framework · doug engelbart institute · 1962-10 (month) · original ID: src-engelbart-augment · douglas engelbart

    augmenting human intellect as an explicit program — computers as thinking partners, six years before the mother of all demos.

  21. computer lib / dream machines · internet archive (scan) · 1974 (year) · original ID: src-computer-lib · ted nelson

    hypertext, hypermedia, and 'everything is deeply intertwingled' — plus transclusion, the ancestor of roam's block reference.

  22. the curse of xanadu · wired · 1995-06 (month) · original ID: src-curse-of-xanadu · gary wolf

    the cautionary precedent: xanadu as the longest-running vaporware project in computing — vision shipped partially, ambition unreached.

  23. wikiwikiweb · wikipedia · 1995 (year) · original ID: src-wikiwikiweb

    ward cunningham's 1995 wiki: every page editable, every camelcase word a link that creates the page if missing — bottom-up structure made nearly free.

  24. communicating with slip boxes · luhmann.surge.sh (translation) · 1981 (year) · original ID: src-luhmann-slip-boxes · niklas luhmann

    the slip-box as a partner that surprises you — and the caveat roam lived out: the box needs years to reach critical mass, until then it is a mere container.

  25. how to take smart notes · northbooks · 2017 (year) · original ID: src-smart-notes · sönke ahrens

    the book that popularized luhmann's zettelkasten for the roam generation.

  26. history and acknowledgments (org manual) · orgmode.org · 2003 (year) · original ID: src-org-history

    org-mode's own history: a plain-text outline mode born in 2003 — the grammar roam rebuilt as a product.

  27. turn your entire life into a list with workflowy · techcrunch · 2010-11-04 (day) · original ID: src-workflowy-launch · alexia tsotsis

    workflowy's 2010 launch: proof a whole product could be one infinite, zoomable list.

  28. about this particular outliner: outliner history · atpm · 2003 (year) · original ID: src-outliner-history · ted goranson

    the desktop-outliner lineage — thinktank, more, acta — that roam's surface descends from.

  29. hypertext gardens · eastgate · 1998 (year) · original ID: src-hypertext-gardens · mark bernstein

    the first recorded use of 'digital garden' (1998) and a deliberate argument for irregular, curated link structure; tinderbox put agents inside notes in 2002.

  30. the story of tiddlywiki · tiddlywiki.com · 2004 (year) · original ID: src-tiddlywiki-story · jeremy ruston

    the personal wiki as one self-contained html file of reusable tiddlers — quasi-transclusion in 2004.

  31. the garden and the stream: a technopastoral · hapgood · 2015-10-17 (day) · original ID: src-garden-and-stream · mike caulfield

    the garden-vs-stream frame that became digital-garden canon: topology against serialization.

  32. augmenting long-term memory · michael nielsen · 2018-07 (month) · original ID: src-augmenting-memory · michael nielsen

    spaced repetition and memory systems as tools for thought — the intellectual neighbor roam sat next to.

  33. how can we develop transformative tools for thought? · numinous productions · 2019 (year) · original ID: src-transformative-tft · andy matuschak & michael nielsen

    the essay that named the field roam came to represent — and warned that good tools for thought arise mostly as byproducts of serious work.

  34. evergreen notes · notes.andymatuschak.org · 2019 (year) · original ID: src-evergreen-notes · andy matuschak

    the canonical public note corpus: 'better note-taking misses the point; what matters is better thinking'; titles as apis; notes densely linked.

  35. of digital streams, campfires and gardens · tomcritchlow.com · 2018-10 (month) · original ID: src-critchlow-gardens · tom critchlow

    the indie-hacker instantiation: streams, campfires, gardens, and the jekyll wikifolder — building your own garden before roam sold one.

  36. a brief history & ethos of the digital garden · maggieappleton.com · 2020 (year) · original ID: src-digital-gardens · maggie appleton

    the digital-garden history that places roam inside a longer tradition of public learning.

  37. local-first software · ink & switch · 2019-04 (month) · original ID: src-local-first · kleppmann, wiggins, van hardenberg, mcgranaghan

    the counter-ideology roam violated: you own your data, in spite of the cloud — the banner obsidian and logseq recruited under.

  38. building a second brain · building a second brain · 2017 (year) · original ID: src-building-second-brain · tiago forte

    code and para turned pkm into a mass aspiration — the demand roam rode. eliason's verdict: 'roam is v4.'

  39. tools for thought rocks · bmann consulting · 2021 (year) · original ID: src-tft-rocks · boris mann

    the tools-for-thought community layer — a monthly series running july 2021 to march 2023 that neatly brackets the wave's peak.

  40. file over app · stephango.com · 2023-07-01 (day) · original ID: src-file-over-app · steph ango

    obsidian's ceo on why files outlive apps — in the agent era it reads as prophetic: plain markdown is the substrate agents already read.

  41. obsidian — a private and flexible writing app · obsidian · 2020 (year) · original ID: src-obsidian

    the local-first competitor that won the pragmatists while roam won the evangelists — first beta march 30, 2020, free, plain markdown.

  42. logseq/logseq · github · 2020 (year) · original ID: src-logseq

    the open-source outliner clone (agpl, local markdown/org files) that absorbed roam's most cost-sensitive users; its readme credits roam, org-mode, tiddlywiki, and workflowy.

  43. logseq raises $4.1m · logseq blog · ~2022 (approximate) · original ID: src-logseq-raise

    logseq's $4.1m raise from collison, friedman, lütke, and dave winer — explicitly on users 'jumping ship from roam.'

  44. athensresearch/athens · github · 2020 (year) · original ID: src-athens

    the cautionary open-source clone: yc w21, 6.3k stars, unmaintained since ~2023 — cloning the graph was never the hard part.

  45. tana — the all-in-one workspace with supertags · tana · 2023 (year) · original ID: src-tana

    the supertag successor built by ex-roam-community figures, launched on the explicit promise of finishing what roam started.

  46. tana raises $14m series a · tana blog · ~2024 (approximate) · original ID: src-tana-raise

    tana's $14m series a as an 'ai-native workspace' — the category's pivot to agents made literal.

  47. the next chapter for tana · tana blog · ~2025 (approximate) · original ID: src-tana-next-chapter

    'your graph is the context and conversations are your prompts… your knowledge graph builds itself every time you talk.'

  48. automatically add backlinks using ai · reflect · ~2023 (approximate) · original ID: src-reflect-backlinks · alex maccaw

    the labor handoff as a button: 'decorate my writing with backlinks.'

  49. mem's note-taking app plans to use ai · the verge · 2022-11-10 (day) · original ID: src-mem-verge · david pierce

    mem's ai-first pitch — 'a google search bar but for all nonpublic information' — and the memex homage in the name.

  50. capacities launch thread · hacker news · 2022-06-02 (day) · original ID: src-capacities

    object-based notes: typed objects instead of pages — structure by type and relation rather than folders.

  51. llm-wiki.md · github gist · 2026-04-04 (day) · original ID: src-karpathy-llm-wiki · andrej karpathy

    the agent-era restatement: an llm-maintained markdown wiki as 'a persistent, compounding artifact.' 'obsidian is the ide; the llm is the programmer; the wiki is the codebase.'

  52. graphrag: unlocking llm discovery on narrative private data · microsoft research · 2024-02-13 (day) · original ID: src-graphrag · larson & truitt

    microsoft's graphrag: llm-extracted knowledge graphs plus community summaries beat baseline rag on global sensemaking questions.

  53. ai's trillion-dollar opportunity: context graphs · foundation capital · 2025-12 (month) · original ID: src-context-graphs · jaya gupta & ashu garg

    the enterprise restatement: agents need decision traces — exceptions, overrides, precedents — captured into context graphs.

  54. introducing the model context protocol · anthropic · 2024-11-25 (day) · original ID: src-mcp

    anthropic's open socket between agents and data — the plumbing that makes agent-readable knowledge bases practical.

  55. look ma, no rag! building agent-native knowledge systems · blog.pollack.ai · ~2025 (approximate) · original ID: src-no-rag

    the links-beat-embeddings argument at project scale: index files as routing tables, let the agent follow links in two or three hops.

  56. benchmarking ai agent memory: is a filesystem all you need? · letta · ~2025 (approximate) · original ID: src-letta-benchmark

    the strongest counter-evidence: a plain agent with file tools hit 74% on the locomio memory benchmark — files plus grep rival specialized memory systems.

  57. introducing context repositories · letta · ~2025 (approximate) · original ID: src-letta-context-repos

    git-backed agent memory: markdown plus frontmatter projected into a real repo the agent greps and commits — roam's data model reinvented as infrastructure.

  58. agents.md · agents.md · 2025 (year) · original ID: src-agents-md

    the cross-vendor convention — 'a readme for agents' across codex, cursor, jules, copilot, and 60k+ projects.

  59. agent memory engineering · nicolasbustamante.com · ~2026 (approximate) · original ID: src-agent-memory-engineering · nicolas bustamante

    the audit caveat: production agent memory converges on small markdown taxonomies, and 'remember this' behavior is harness-trained — structure matters less than habit.

  60. karpathy's obsidian wiki broke at 100 articles · dev.to · ~2026 (approximate) · original ID: src-llm-wiki-broke · zaferdace

    the counter-lesson: at ~100 articles an llm-maintained wiki exceeds usable context and the model starts confidently fabricating cross-note relationships.

  61. why your second brain is dead · self.md · ~2025 (approximate) · original ID: src-second-brain-dead

    the bluntest version of the against case: 'the ai does not care about your backlinks… the expensive operation became free.'

  62. hraness/wordcell · github · 2026 (year) · original ID: src-wordcell · hraness

    a knowledge base for coding agents built from markdown, backlinks, semantic search, and git context — markdown and git authoritative, indexes as replaceable views.

  63. wordcell docs · wordcell.io · 2026 (year) · original ID: src-wordcell-docs · hraness

    wordcell's docs: context, backlinks, and history per code path, installed as an agent skill.

  64. sponge — a personal library for research · sponge.computer · 2025 (year) · original ID: src-sponge · hraness

    a knowledge harness where agents research against a saved corpus — cite the passages used, check claims against the text — while people steer, review, and control release.

  65. hraness/oh · github · 2026 (year) · original ID: src-oh · hraness

    an ontology kernel for agentic research: content-addressed entity, statement, assertion, and evidence records with an append-only operation log; indexes derived and rebuildable.

  66. what happened to roam research? magic, then friction · buildfirstbrain · ~2026 (approximate) · original ID: src-what-happened-roam

    a representative 'what happened to roam' essay — likely ai-assisted, used for the genre's shape rather than its claims: 'connections you do not understand are not understanding.'

  67. huffington post acquires localocracy · techcrunch · 2011-10-03 (day) · original ID: src-localocracy-acquisition

    the acquisition that anchors conaw's pre-roam history: localocracy — 'everyone is an expert about something' — sold to aol's huffington post media group.

  68. umass start-up website bought by huffington post · massachusetts daily collegian · 2011-10 (month) · original ID: src-localocracy-collegian

    the student-paper record: umass amherst founders, ages, and lead engineer jay voice.

  69. conor white-sullivan author archive · obamawhitehouse.archives.gov · 2012 (year) · original ID: src-whitehouse-archive · conor white-sullivan

    conaw's obama-era white house blog archive — participatory democracy writing under his own name: 'an anthropology major … in 2008 founded localocracy.'

  70. tedxboston — conor white-sullivan — localocracy · tedxboston / youtube · 2010-07-29 (day) · original ID: src-tedx-localocracy · conor white-sullivan

    the earliest surviving conaw talk video: localocracy as an online town common — collective intelligence a decade before roam.

  71. ignite amherst talk on tech, media, and political power · ignite amherst (shared via twitter) · 2009 (year) · original ID: src-ignite-amherst · conor white-sullivan

    fall 2009, five minutes and twenty slides: 'an abundance of hope and the reckless confidence of a 21 year old. still stand by most of this.'

  72. how i met my co-founder (origin thread) · threadreader app · 2019-09-05 (day) · original ID: src-conaw-origin-thread · conor white-sullivan

    the first-person founding story: meeting joshua brown at 42, the prototype, the co-founder offer — and 'just started bringing in users from the public a couple months ago.'

  73. the roam research white paper (mirror) · roam garden (mirror) · 2018 (year) · original ID: src-whitepaper-mirror · conor white-sullivan

    the readable export of the white paper — 'we wrote this white paper in winter of 2017/2018'; co-authored with journalist richard meadows, who became roam's first investor.

  74. welcome to roam — founder introduction · roam garden (mirror) · 2019 (year) · original ID: src-welcome-to-roam · conor white-sullivan

    the founder introduction inside roam's own public help graph — ending with his personal gmail and 'much love — conor.' the medium demonstrating itself.

  75. 365 propositions · threadreader app · 2018-12-25 (day) · original ID: src-365-propositions · conor white-sullivan

    the living thread-as-publication: hundreds of numbered daily propositions on thinking, consent, communal living, and the limits of thinkable thoughts — public thinking before the product.

  76. why evernote is a terrible second brain · threadreader app · 2019-02-23 (day) · original ID: src-evernote-rant · conor white-sullivan

    the 45-tweet thesis the white paper itself links as 'related twitter thread': 'writing isn't just a tool for communication. first and foremost, writing is a tool for thinking.'

  77. the zettelkasten thread · threadreader app · 2019-05-18 (day) · original ID: src-zettelkasten-thread · conor white-sullivan

    'the zettelkasten — it's like the gtd for intellectual progress' — the thread that tied roam to luhmann and opened invites, naming joshua brown as co-builder.

  78. trust in the gatekeepers / all time low · threadreader app · 2021-01-22 (day) · original ID: src-gatekeepers-thread · conor white-sullivan

    the continuity thread: 'trust in the gatekeepers / all time low' — 'the answer is not a new channel. it's a new format, a new medium, with a new power structure.' 'if had been no @localocracy there would be no @roamresearch.'

  79. api, fellowship, and the roam fund · threadreader app · 2020-09-19 (day) · original ID: src-post-raise-thread · conor white-sullivan

    the peak ecosystem-builder thread days after the seed: new backend, api and multiplayer, the roam fellowship (first fellow dhrumil mehta), and $2m for a roam fund — $1m balance sheet, $1m option pool.

  80. roamgames announcement · threadreader app · 2021-01-23 (day) · original ID: src-roamgames-thread · conor white-sullivan

    $10,000 every two weeks for three months to community builders 'whose public work pushes the frontier the farthest' — judged on intermediate packets and growing the commons.

Structured research records

    sources · Soulscrape