# ink & switch: coverage

> what the discourse made of the lab — the hacker news threads, the community press, and the outside analysts.

## coverage

- 2018-11-21 — [slow software on hn](https://news.ycombinator.com/item?id=18506170) (hacker news) — positive. the latency essay lands — 438 points, 260 comments; the thread treats 'why does software feel slow' as a real research question.
- 2019-03-23 — [end-user programming on hn](https://news.ycombinator.com/item?id=19469912) (hacker news) — mixed. the end-user programming essay draws a mixed, qualified-positive 105-point thread — the same skepticism the essay itself catalogs arrives in the comments.
- 2019-05-02 — [local-first software on hn (launch)](https://news.ycombinator.com/item?id=19804478) (hacker news) — mixed. 566 points, 190 comments — the launch thread is enthusiastic but technically skeptical, and it surfaces the prior-art objection: offline-first predates the coinage by six years.
- 2019-05-03 — [muse on hn](https://news.ycombinator.com/item?id=19816189) (hacker news) — positive. 137 points — a warm reception for the studio-for-ideas framing; 'the tl;dr is that muse is a studio for your ideas.'
- 2019-06-23 — [capstone on hn](https://news.ycombinator.com/item?id=20255457) (hacker news) — positive. capstone draws 254 points, 41 comments — a warm thread with curiosity about the lab model itself.
- 2019-11-20 — [the morning paper on local-first](https://blog.acolyer.org/2019/11/20/local-first-software/) (the morning paper / hn) — positive. adrian colyer's summary — 'the seven ideals of local-first software' — drives the second-biggest thread in the dossier: 748 points, 239 comments.
- 2020-04-13 — [malleable systems manifesto on hn](https://news.ycombinator.com/item?id=22857551) (hacker news) — positive. the malleable systems collective's manifesto — the predecessor community the lab's 2025 essay converged with — draws 336 points, 204 comments.
- 2020-10-06 — [cambria on hn](https://news.ycombinator.com/item?id=24699615) (hacker news) — mixed. cambria's lenses draw a mixed 101-point thread — schema evolution framed as 'one of the big problems that hasn't been solved' even by sympathetic readers.
- 2021-11-23 — [peritext on hn](https://news.ycombinator.com/item?id=29322204) (hacker news) — neutral. 76 points on the rich-text crdt — a smaller, more technical thread than the manifestos; the audience is now the builders.
- 2022-11-01 — [potluck on hn](https://news.ycombinator.com/item?id=33423706) (hacker news) — mixed. potluck at 201 points — 'with web tech! this is revolutionary stuff' beside the open question of backwards compatibility on the user's own data shapes.
- 2022-11-30 — [inkbase on hn](https://news.ycombinator.com/item?id=33799512) (hacker news) — positive. the lab's biggest-ever hn artifact: 675 points, 83 comments — 'this is the most exciting ink & switch prototype yet'; praise for the team 'that brought us muse.'
- 2023-03-09 — [upwelling on hn](https://news.ycombinator.com/item?id=35085105) (hacker news) — mixed. a quiet mixed 37-point thread — creative privacy praised, the demo's presentation critiqued.
- 2025-02-04 — [ambsheets on hn](https://news.ycombinator.com/item?id=42941143) (hacker news) — positive. ambsheets — the scenario-exploration spreadsheet — draws 178 points; the track-era essays keep finding the front page.
- 2025-05-22 — [sketchy calendar on hn](https://news.ycombinator.com/item?id=44068204) (hacker news) — positive. sketchy calendar at 156 points — the programmable-ink line still drawing attention three years after inkbase.
- 2025-06-10 — [malleable software on hn](https://news.ycombinator.com/item?id=44237881) (hacker news) — mixed. the second flagship essay: 294 points, 114 comments (plus a second 113-point thread that august) — 'anyone can adapt their tools to their needs' praised as an answer to lock-in, with the hard-won skepticism about whether users want the job.
- 2025-07-05 — [local-first re-posted (2025)](https://news.ycombinator.com/item?id=44473135) (hacker news) — positive. the 2019 essay's biggest thread arrives six years late — 883 points, 297 comments on a re-post; the loyalist line: 'it brings back a much healthier incentive structure.'
- 2020-07-11 — [crdts: the hard parts on hn](https://news.ycombinator.com/item?id=23802208) (hacker news) — mixed. kleppmann's own crdt hard-parts talk draws 404 points and a genuinely mixed thread — 'we're still in early days; don't use this in prod if you can help it' is advice from the community itself.
- 2020-09-28 — [the ot veteran converts](https://josephg.com/blog/crdts-are-the-future/) (josephg.com / hn) — positive. joseph gentle — sharejs and google wave veteran, ot-side authority — publishes 'i was wrong. crdts are the future': 1,181 points, 312 comments, the single largest hn artifact in this dossier.
- 2022-02-21 — [automerge on hn (2022)](https://news.ycombinator.com/item?id=30412550) (hacker news) — positive. the automerge repo thread — 274 points, 69 comments — the library already drawing a builder audience a year before the 2.0 rewrite.
- 2022-04 — [merge what you can, fork what you can't](https://groups.csail.mit.edu/sdg/pubs/2022/Merge_What_You_Can_PaPoC_2022.pdf) (papoc '22) — mixed. 'merge what you can, fork what you can't' — schiefer, litt (then an i&s researcher), and jackson argue auto-merge conflicts with data-integrity invariants and propose exposed forking histories. internal academic critique of forced convergence.
- 2023-01-30 — [automerge 2.0 on hn](https://news.ycombinator.com/item?id=34586433) (hacker news) — positive. automerge 2.0: 717 points — celebration plus shipping notes: 'the api is much better now,' with the interoperability question attached ('what is its story with yjs?').
- 2023-09-26 — [weidner's crdt benchmarks](https://mattweidner.com/2023/09/26/crdt-survey-1.html) (mattweidner.com) — negative. matt weidner's benchmark series measures automerge's memory and time costs against yjs and collabs-list — the measurement that made the performance critique concrete. he later argues parts of collaborative text need no crdt machinery at all.
- 2023-11-08 — [the benchmark spat](https://news.ycombinator.com/item?id=38193640) (hacker news) — mixed. on the automerge-repo thread (219 pts), heather miller — 'ouch peter. massive offense taken' — objects to van hardenberg calling the many-concurrent-editors benchmark 'artificial'; pvh apologizes unreservedly, defends the <10ms keypress-to-paint target, and concedes the systems optimize for different workloads.
- 2024-07-16 — [automerge on hn (2024)](https://news.ycombinator.com/item?id=40976731) (hacker news) — positive. the automerge site thread — 268 points, 58 comments — a builder audience asking production questions: storage, auth, sync servers.
- 2025-08-03 — [automerge 3.0 on hn](https://news.ycombinator.com/item?id=44777086) (hacker news / lobsters) — positive. automerge 3.0 at 353 points — the columnar-rewrite memory numbers land, and the thread now asks production questions instead of definitional ones.
- 2025-10-02 — [keyhive on hn](https://news.ycombinator.com/item?id=45445114) (hacker news) — positive. keyhive — local-first access control — draws 167 points; the 2019 essay's hardest open problem getting its own thread.
- 2019-12-06 — [the wired profile](https://www.wired.com/story/collaborative-software-wary-cloud/) (wired) — mixed. klint finley's profile — 'you can have collaborative software that's wary of the cloud' — the only major mainstream-press piece on the lab found; sympathetic, hedged by stanford's matei zaharia questioning whether local-first apps can be compelling enough to pull users over.
- 2023-02-28 — [the lofi community's own history](https://lofi.so/blog/2023-05-29-i-wrote-a-static-web-page) (lofi.so) — positive. james arthur's retrospective: the lofi community began as his localfirstweb.dev page, first meetup 2023-02-28 with van hardenberg billed as 'the father of local-first' — a community epithet, not a title. ~700 members by may 2023; lofi/40 scheduled for 2026-08.
- 2024-02-27 — [local-first conf on hn](https://news.ycombinator.com/item?id=39521841) (hacker news) — neutral. the local-first conf announcement draws 3 points — 'the world's first local-first conference' had real-world traction (berlin, may 2024, lab members organizing and attending) that the scoreboard doesn't show.
- 2024-06-25 — [the prokopov debate](https://news.ycombinator.com/item?id=40786425) (hacker news / tonsky) — mixed. nikita prokopov's 'local, first, forever' draws the canonical debate thread — 689 points, 280 comments: 'local first… almost always suck or isn't that important' against 'a much healthier incentive structure.' prokopov's own essay punctures purity: he still needs a sync server, so he builds on file sync.
- 2023-09-20 — [the adjacent show-hns](https://news.ycombinator.com/item?id=37584049) (hacker news) — positive. the label's pull measured in adjacent show-hns: electricsql 617pts, localgpt 331pts, anytype 184pts, livestore 156pts (timed to lfc 2025), colanode 147pts, fireproof 99pts, zero 99pts — and the lab's own darn at 3pts, a reminder the word travels further than any single artifact.
- 2026-04-18 — [jazz credits the lab](https://jazz.tools/blog/what-is-jazz) (jazz.tools) — positive. jazz v2's public-alpha announcement credits ink & switch research 'especially… cambria, peritext, and keyhive' alongside automerge, yjs, loro, evolu, triplit — the ecosystem naming its lineage.
- 2015 — [the directory entries](https://www.cbinsights.com/company/ink-switch) (cb insights / linkedin) — neutral. the directory layer: linkedin and cb insights list 'founded 2015'; cb insights adds a london hq and a blueyard capital 'unattributed vc' entry that no lab source confirms. the lab registers in the industry's catalogues without being part of its economy.
- 2021-03-15 — [matt webb on invention labs](https://interconnected.org/home/2021/03/15/labs) (interconnected.org) — mixed. matt webb's invention-labs survey — 'i saw a pitch deck for ink & switch in march 2015' — names the lab among a handful of 'indie labs,' with a clear-eyed read on what the model is and isn't. the founding-year gap between that deck and 'turns ten in 2026' is preserved, not reconciled.
- 2024 — [joodaloop's reservations](https://joodaloop.com/local-first/) (joodaloop) — negative. 'reservations about local-first' — the seven ideals collide with storage limits (localstorage 5mb), schema migrations, partial sync, and permissions; conflict resolution 'gets a comically disproportionate amount of attention' as 'irreducible complexity' only app developers can resolve.
- 2024 — [the crdt-scene self-critique](https://worm-blossom.org/notes/crdts_cl) (worm-blossom) — negative. crdt community session notes (aljoscha meyer): 'crdts can only express conflict-free settings, but many settings aren't conflict-free… we must not equate p2p or local-first with a crdt-only mentality'; crdts 'remove agency in how to handle conflicts.'
- 2025-09 — [why local-first apps haven't become popular](https://marcobambini.substack.com/p/why-local-first-apps-havent-become) (marco bambini) — negative. 'why local-first apps haven't become popular' — sync complexity blamed for the gap between vocabulary victory and shipping software.
- 2026-01-01 — [the definitional critique](https://www.deobald.ca/essays/2026-01-01-localfirst-you-keep-using-that-word/) (deobald.ca) — mixed. steven deobald's 'localfirst: you keep using that word' formalizes the definitional dispute — the term is 'a direct attack on vendor lock-in,' not a binary label, and kleppmann's own 2024 talk micro-redefined it as 'multi-device.'
- 2026 — [the earned skeptic](https://thenokiablog.com/the-architecture-of-local-first-web-development/) (the nokia blog) — mixed. the earned-skeptic practitioner take: 'i spent the first year dismissing local-first as academic' — then built with it anyway; the movement's most persuasive coverage is written by its doubters.
- 2026 — [the lineage essay](https://brainmindsociety.org/posts/arya64u77ngbxplcjm33htzv3nhilp) (brain & mind society) — positive. a third-party lineage essay maps malleable software onto the kay canon — 'a modern-day counterpart to the software environments pioneered by alan kay… at xerox parc.' the outside analysts now write the lab's intellectual history for it.
- 2025-09 — [the notion pipeline](https://www.notion.com/blog/software-should-bend-welcome-max-schoening) (notion blog / buttondown) — neutral. the alumni magnet: notion announces max schöning ('software should bend'), then geoffrey litt departs 'to work on an incredible team' — mary rose cook already there. coverage of the lab as a talent source.
- 2026 — [endless on backstitch](https://access.endlessstudios.com/blog/nobody-is-here-to-do-version-control-how-real-time-collaboration-in-godot-is-changing-the-game-design-classroom) (endless access) — positive. the funder's own account of the backstitch partnership — 'real-time collaboration in godot is changing the game-design classroom' — the lab covered through its partners' lens.

## controversies

- 2019– — local-first vs offline-first: the naming objection — 'offline-first' was coined by alex feyerke and the hoodie team in 2013, six years before the essay; on lobsters, a commenter reported the scuttlebutt community viewing the paper as 'an independent reinvention of offline-first philosophy by folks unaware of ssb.' reaction: the paper does distinguish its contribution — ownership plus collaboration across seven ideals — but the rename-for-old-idea critique recurs; deobald's 2026 essay is still litigating the definition. (sources: [feyerke/hoodie say hello to offline first — term origin](https://github.com/hoodiehq/hood.ie/blob/gh-pages/_posts/2013-11-05-say-hello-to-offline-first.md), [feyerke in a list apart — offline-first canon](https://alistapart.com/article/offline-first/), [offline camp doc: term first coined by alex feyerke and the hoodie team in 2013](https://medium.com/offline-camp/what-is-offline-first-video-fa33c0564039), [35 upvotes](https://lobste.rs/s/bzos5v/local_first_software_you_own_your_data), [onward! 19 paper pdf](https://www.inkandswitch.com/local-first/static/local-first.pdf), [definitional critique](https://www.deobald.ca/essays/2026-01-01-localfirst-you-keep-using-that-word/))
- 2023-11 — the benchmarks issue: the benchmark spat — on the automerge-repo hn thread, heather miller ('ouch peter. massive offense taken') objected to van hardenberg calling weidner's many-concurrent-editors benchmark 'artificial'; pvh apologized unreservedly and conceded the systems optimize for different workloads. the most heated public exchange located. reaction: resolved in-thread — a disagreement about measurement, not a feud. no lasting rift appears in the record. (sources: [automerge-repo: 219 pts](https://news.ycombinator.com/item?id=38193640), [weidners crdt benchmark series sparking the nov 2023 debate](https://mattweidner.com/2023/09/26/crdt-survey-1.html))
- 2020– — the crdt performance critique: the crdt performance critique — 'crdts are easy to implement badly… simple implementations often have terrible performance' is kleppmann's own formulation (2020); weidner's benchmarks made it measurable; the community version is 'still early days, don't use this in prod.' reaction: the strongest criticism the lab absorbed — and the one it spent three years rewriting a core to answer: automerge 3.0's moby-dick figure (700mb → 1.3mb) is engineering as rebuttal. (sources: [hydra talk](https://martin.kleppmann.com/2020/07/06/crdt-hard-parts-hydra.html), [crdts: the hard parts: 404 pts, 124 comments](https://news.ycombinator.com/item?id=23802208), [weidners crdt benchmark series sparking the nov 2023 debate](https://mattweidner.com/2023/09/26/crdt-survey-1.html), [automerge.org](https://automerge.org/blog/automerge-3/), [automerge 3](https://news.ycombinator.com/item?id=44777086))
- 2019– — the server-authoritative objection: the server-authoritative objection — hn commenters repeatedly cite haverbeke's 'collaborative editing in prosemirror' (2015): 'you can save oh so much complexity by introducing a central point.' a 2020 commenter accused research groups of 'worship[ing] a particular technology for some imaginary practical applications.' reaction: a standing engineering objection, partially answered by the essay's own scope — 'we do not claim that crdts are the only possible solution.' (sources: [haverbeke: central server saves oh so much complexity — cited in hn debates](https://marijnhaverbeke.nl/blog/collaborative-editing.html), [repost: 68 pts](https://news.ycombinator.com/item?id=23985816), [prokopov essay thread: 689 pts, 280 comments](https://news.ycombinator.com/item?id=40786425), [onward! 19 paper pdf](https://www.inkandswitch.com/local-first/static/local-first.pdf))
- 2022– — the forced-convergence critique: the forced-convergence critique — schiefer, litt, and jackson's papoc '22 paper ('merge what you can, fork what you can't') argues auto-merge conflicts with data-integrity invariants; the worm-blossom session notes add that crdts 'remove agency in how to handle conflicts.' a critique from inside the lab's own co-authors. reaction: litt co-authored the critique while working at the lab — the objections are internal, documented, and unresolved. (sources: [schiefer/litt/jackson, papoc22 — internal critique of forced convergence](https://groups.csail.mit.edu/sdg/pubs/2022/Merge_What_You_Can_PaPoC_2022.pdf), [crdt community session notes listing structural complaints (undated](https://worm-blossom.org/notes/crdts_cl))
- 2024– — the definition drift: definition drift — deobald (2026): 'local-first' is 'a direct attack on vendor lock-in,' not a binary label, and kleppmann himself micro-redefined it as 'multi-device' in a 2024 talk; the nokia blog's earned skeptic 'spent the first year dismissing local-first as academic.' the word now covers sqlite sync, optimistic ui, and ordinary caching. reaction: the lab's own usage stays narrow; the drift is the price of the word winning. (sources: [definitional critique](https://www.deobald.ca/essays/2026-01-01-localfirst-you-keep-using-that-word/), [thenokiablog.com](https://thenokiablog.com/the-architecture-of-local-first-web-development/), [reservations: storage limits, migrations, permissions](https://joodaloop.com/local-first/), [landmark essay](https://www.inkandswitch.com/essay/local-first/))

## sentiment eras

- 2018–2019 — the manifesto moment (mixed): the manifesto reception — slow software and the local-first essay are received as agenda-setting; wired's december 2019 profile is friendly but hedged with the zaharia question. evidence: slow software 438pts; the essay 566pts at launch and 748pts via the morning paper; the offline-first objection is born in the launch thread. (sources: [slow software: 438 pts, 260 comments](https://news.ycombinator.com/item?id=18506170), [essay launch thread: 566 pts, 190 comments](https://news.ycombinator.com/item?id=19804478), [morning-paper thread: 748 pts, 239 comments](https://news.ycombinator.com/item?id=21581444), [klint finley profile](https://www.wired.com/story/collaborative-software-wary-cloud/))
- 2020–2021 — the hard-parts scrutiny (mixed): the hard-parts scrutiny — kleppmann's own talk names the implementation traps, joseph gentle's conversion essay becomes the biggest artifact in the dossier, and the repost threads start carrying the crdt-worship objection. evidence: hard parts 404pts with 'don't use this in prod' as community advice; 'i was wrong. crdts are the future' at 1,181pts; the 2020 reposts carry the haverbeke central-server link. (sources: [crdts: the hard parts: 404 pts, 124 comments](https://news.ycombinator.com/item?id=23802208), [hydra talk](https://martin.kleppmann.com/2020/07/06/crdt-hard-parts-hydra.html), [josephg conversion essay: 1,181 pts, 312 comments](https://news.ycombinator.com/item?id=24617542), [repost: 68 pts](https://news.ycombinator.com/item?id=23985816), [repost: 262 pts, 131 comments](https://news.ycombinator.com/item?id=24027663))
- 2022–2023 — the ecosystem proof (positive): ecosystem proof — attention moves from the idea to the tooling: automerge 2.0, the lofi community forming, the first serious performance measurement (weidner, then the miller exchange), and adjacent show-hns adopting the label. evidence: automerge 2.0 at 717pts; automerge-repo thread 219pts with the benchmark spat; electricsql's 617pt show hn; inkbase at 675pts. (sources: [automerge 2](https://news.ycombinator.com/item?id=34586433), [james arthurs lofi origin: localfirstweb](https://lofi.so/blog/2023-05-29-i-wrote-a-static-web-page), [show hn electricsql: 617 pts, 170 comments](https://news.ycombinator.com/item?id=37584049), [automerge-repo: 219 pts](https://news.ycombinator.com/item?id=38193640), [inkbase/programmable ink: 675 pts, 83 comments](https://news.ycombinator.com/item?id=33799512))
- 2024 — the pragmatist turn (mixed): the pragmatist turn — lfc berlin convenes the movement in person while prokopov's diy-sync essay reframes the debate from local-first purity to 'sync engines and what actually ships.' evidence: lfc 2024 runs in may; 'local, first, forever' draws 689pts of skeptics vs loyalists; electric's july pivot and the december zero launch mark the sync-engine era. (sources: [first lfc, berlin](https://www.localfirstconf.com/local-first-conf-2024), [prokopov essay thread: 689 pts, 280 comments](https://news.ycombinator.com/item?id=40786425), [electrics clean rebuild](https://electric.ax/blog/2024/07/17/electric-next), [zero launch: 99 pts](https://news.ycombinator.com/item?id=42453431))
- 2025 — the vocabulary victory (positive): consolidation and vocabulary victory — automerge 3.0, the essay's biggest-ever thread six years on, the malleable essay, keyhive; 'local-first' is now ambient product vocabulary. evidence: automerge 3.0 at 353pts; the 2019 essay re-posts to 883pts — 'probably the most influential essay of the last ten years' per the thread; keyhive at 167pts. (sources: [automerge 3](https://news.ycombinator.com/item?id=44777086), [biggest thread: 883 pts, 297 comments](https://news.ycombinator.com/item?id=44473135), [i&s 2025 essay](https://www.inkandswitch.com/essay/malleable-software), [keyhive: 167 pts](https://news.ycombinator.com/item?id=45445114))
- 2026 — the agent-era repositioning (favorable): the agent-era repositioning — tenfold's ten-year mark, lfc lab day, aria/gaios, subduction; the ecosystem builds agent-facing automerge tools (braid, mission-control, darn) and wiggins floats local models on infoq. evidence: localgpt's 331pt show hn vs the lab's own darn at 3pts; dispatch 018 logs the godotcon response; the coverage is now mostly the lab's own channels plus community media. (sources: [tenfold](https://www.inkandswitch.com/newsletter/dispatch-016/), [subduction sync](https://automerge.org/blog/2026-july/), [wiggins: cloud-native→local-first](https://www.infoq.com/podcasts/natural-evolution-cloud-native/), [show hn localgpt local-first ai: 331 pts, 153 comments](https://news.ycombinator.com/item?id=46930391), [darn (i&s filesystem collab editing): 3 pts — minimal traction](https://news.ycombinator.com/item?id=47308631), [new staff (reyburn/yen/stewen)](https://www.inkandswitch.com/newsletter/dispatch-018/))

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

Canonical page: https://hraness.com/ink-and-switch/coverage


Published by @ben in profile revision 1.
Original document: https://hraness.com/ink-and-switch/coverage
Original credited author: Hraness
AI-drafted at Ben Guo's direct request and credited to Hraness; every claim links to its cataloged source.

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located.","id":"cty-benchmark-spat","reaction":"resolved in-thread — a disagreement about measurement, not a feud. no lasting rift appears in the record.","sourceIds":["src-ci-hn-automerge-repo","src-ci-weidner-survey"],"title":"the benchmarks issue"},"originalUrl":"https://hraness.com/ink-and-switch/coverage","sourceIds":["source-4def861453c7db7f864c","source-d1923ed2fd705bbd8920"]},{"date":{"precision":"approximate","text":"2020–"},"id":"record-2a08399f38f9cc2a7ec9","kind":"ink-switch-coverage-controversies","label":"the crdt performance critique","original":{"date":"2020–","detail":"the crdt performance critique — 'crdts are easy to implement badly… simple implementations often have terrible performance' is kleppmann's own formulation (2020); weidner's benchmarks made it measurable; the community version is 'still early days, don't use this in prod.'","id":"cty-crdt-performance","reaction":"the strongest criticism the lab absorbed — and the one it spent three years rewriting a core to answer: automerge 3.0's moby-dick figure (700mb → 1.3mb) is engineering as rebuttal.","sourceIds":["src-ci-kleppmann-hard-parts","src-ci-hn-hard-parts","src-ci-weidner-survey","src-ci-automerge-3","src-ci-hn-automerge-3"],"title":"the crdt performance critique"},"originalUrl":"https://hraness.com/ink-and-switch/coverage","sourceIds":["source-38144375afb3eb3f4a8e","source-440c6ad6ca517f455380","source-d1923ed2fd705bbd8920","source-beac51a43ace47d82c9d","source-6743456f5c304e7d3ff9"]},{"date":{"precision":"approximate","text":"2019–"},"id":"record-a78b1177bbd1c071f1f7","kind":"ink-switch-coverage-controversies","label":"the server-authoritative objection","original":{"date":"2019–","detail":"the server-authoritative objection — hn commenters repeatedly cite haverbeke's 'collaborative editing in prosemirror' (2015): 'you can save oh so much complexity by introducing a central point.' a 2020 commenter accused research groups of 'worship[ing] a particular technology for some imaginary practical applications.'","id":"cty-server-authority","reaction":"a standing engineering objection, partially answered by the essay's own scope — 'we do not claim that crdts are the only possible solution.'","sourceIds":["src-ci-marijn","src-ci-hn-localfirst-2020a","src-ci-hn-local-first-forever","src-ci-local-first-pdf"],"title":"the server-authoritative objection"},"originalUrl":"https://hraness.com/ink-and-switch/coverage","sourceIds":["source-11c304369ad7f09e481a","source-798a88a1a85c57523ca4","source-ca35e73946166995c88b","source-177ff4c979aa5bfd2b48"]},{"date":{"precision":"approximate","text":"2022–"},"id":"record-b7e301c3b2ecd9e5ebaf","kind":"ink-switch-coverage-controversies","label":"the forced-convergence critique","original":{"date":"2022–","detail":"the forced-convergence critique — schiefer, litt, and jackson's papoc '22 paper ('merge what you can, fork what you can't') argues auto-merge conflicts with data-integrity invariants; the worm-blossom session notes add that crdts 'remove agency in how to handle conflicts.' a critique from inside the lab's own co-authors.","id":"cty-forced-convergence","reaction":"litt co-authored the critique while working at the lab — the objections are internal, documented, and unresolved.","sourceIds":["src-ci-merge-fork","src-ci-worm-blossom"],"title":"the forced-convergence critique"},"originalUrl":"https://hraness.com/ink-and-switch/coverage","sourceIds":["source-5467f9b261e98dbf5a1e","source-0d5be4423cc530bd2146"]},{"date":{"precision":"approximate","text":"2024–"},"id":"record-5e5edd49e0b9113bcdc5","kind":"ink-switch-coverage-controversies","label":"the definition drift","original":{"date":"2024–","detail":"definition drift — deobald (2026): 'local-first' is 'a direct attack on vendor lock-in,' not a binary label, and kleppmann himself micro-redefined it as 'multi-device' in a 2024 talk; the nokia blog's earned skeptic 'spent the first year dismissing local-first as academic.' the word now covers sqlite sync, optimistic ui, and ordinary caching.","id":"cty-drift","reaction":"the lab's own usage stays narrow; the drift is the price of the word winning.","sourceIds":["src-ci-deobald","src-ci-nokiablog","src-ci-joodaloop","src-hp-local-first-essay"],"title":"the definition drift"},"originalUrl":"https://hraness.com/ink-and-switch/coverage","sourceIds":["source-91158d58b38cab75ba79","source-c15f30bf97b1bfc2815b","source-c5874eaca4325817f4a7","source-bc12cfb851ad922b47c8"]},{"date":{"precision":"day","text":"2018-11-21"},"id":"record-003a0f2e4934ac03a609","kind":"ink-switch-coverage-items","label":"slow software on hn","original":{"date":"2018-11-21","id":"cov-hn-slow-software","publication":"hacker news","section":"essays","sentiment":"positive","sourceIds":["src-ci-hn-slow-software"],"summary":"the latency essay lands — 438 points, 260 comments; the thread treats 'why does software feel slow' as a real research question.","title":"slow software on hn","url":"https://news.ycombinator.com/item?id=18506170"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#essays","sourceIds":["source-8b03a5735181daa0e50f"]},{"date":{"precision":"day","text":"2019-03-23"},"id":"record-ac4a94d5e86b45846bec","kind":"ink-switch-coverage-items","label":"end-user programming on hn","original":{"date":"2019-03-23","id":"cov-hn-eup","publication":"hacker news","section":"essays","sentiment":"mixed","sourceIds":["src-ci-hn-eup"],"summary":"the end-user programming essay draws a mixed, qualified-positive 105-point thread — the same skepticism the essay itself catalogs arrives in the comments.","title":"end-user programming on hn","url":"https://news.ycombinator.com/item?id=19469912"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#essays","sourceIds":["source-7a1935a87f6d0692cbd0"]},{"date":{"precision":"day","text":"2019-05-02"},"id":"record-d52861e7001db45f2e20","kind":"ink-switch-coverage-items","label":"local-first software on hn (launch)","original":{"date":"2019-05-02","id":"cov-hn-local-first","publication":"hacker news","section":"essays","sentiment":"mixed","sourceIds":["src-ci-hn-localfirst-2019"],"summary":"566 points, 190 comments — the launch thread is enthusiastic but technically skeptical, and it surfaces the prior-art objection: offline-first predates the coinage by six years.","title":"local-first software on hn (launch)","url":"https://news.ycombinator.com/item?id=19804478"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#essays","sourceIds":["source-9b74d278e90d64667cbe"]},{"date":{"precision":"day","text":"2019-05-03"},"id":"record-b2174f19216d466e3064","kind":"ink-switch-coverage-items","label":"muse on hn","original":{"date":"2019-05-03","id":"cov-hn-muse","publication":"hacker news","section":"essays","sentiment":"positive","sourceIds":["src-ci-hn-muse"],"summary":"137 points — a warm reception for the studio-for-ideas framing; 'the tl;dr is that muse is a studio for your ideas.'","title":"muse on hn","url":"https://news.ycombinator.com/item?id=19816189"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#essays","sourceIds":["source-b299c10353e8ef10e144"]},{"date":{"precision":"day","text":"2019-06-23"},"id":"record-a17e636af0a3eebd7cce","kind":"ink-switch-coverage-items","label":"capstone on hn","original":{"date":"2019-06-23","id":"cov-hn-capstone","publication":"hacker news","section":"essays","sentiment":"positive","sourceIds":["src-ci-hn-capstone"],"summary":"capstone draws 254 points, 41 comments — a warm thread with curiosity about the lab model itself.","title":"capstone on hn","url":"https://news.ycombinator.com/item?id=20255457"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#essays","sourceIds":["source-1774a05e3cf2c300e1f3"]},{"date":{"precision":"day","text":"2019-11-20"},"id":"record-7d3ef0007717ba4181d8","kind":"ink-switch-coverage-items","label":"the morning paper on local-first","original":{"date":"2019-11-20","id":"cov-morning-paper","publication":"the morning paper / hn","section":"essays","sentiment":"positive","sourceIds":["src-ci-morning-paper","src-ci-hn-morningpaper-2019"],"summary":"adrian colyer's summary — 'the seven ideals of local-first software' — drives the second-biggest thread in the dossier: 748 points, 239 comments.","title":"the morning paper on local-first","url":"https://blog.acolyer.org/2019/11/20/local-first-software/"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#essays","sourceIds":["source-111add38c985880d33fc","source-a01da8d61312c650c5d7"]},{"date":{"precision":"day","text":"2020-04-13"},"id":"record-6faf2a487458747c41f8","kind":"ink-switch-coverage-items","label":"malleable systems manifesto on hn","original":{"date":"2020-04-13","id":"cov-hn-malleable-systems","publication":"hacker news","section":"essays","sentiment":"positive","sourceIds":["src-ci-hn-malleable-systems"],"summary":"the malleable systems collective's manifesto — the predecessor community the lab's 2025 essay converged with — draws 336 points, 204 comments.","title":"malleable systems manifesto on hn","url":"https://news.ycombinator.com/item?id=22857551"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#essays","sourceIds":["source-482bc6980319812d268a"]},{"date":{"precision":"day","text":"2020-10-06"},"id":"record-4161664cc44e73ab3a5f","kind":"ink-switch-coverage-items","label":"cambria on hn","original":{"date":"2020-10-06","id":"cov-hn-cambria","publication":"hacker news","section":"infra","sentiment":"mixed","sourceIds":["src-ci-hn-cambria"],"summary":"cambria's lenses draw a mixed 101-point thread — schema evolution framed as 'one of the big problems that hasn't been solved' even by sympathetic readers.","title":"cambria on hn","url":"https://news.ycombinator.com/item?id=24699615"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#infra","sourceIds":["source-4a2c1d059eef3ebadebf"]},{"date":{"precision":"day","text":"2021-11-23"},"id":"record-fa5812d2c10db370d881","kind":"ink-switch-coverage-items","label":"peritext on hn","original":{"date":"2021-11-23","id":"cov-hn-peritext","publication":"hacker news","section":"infra","sentiment":"neutral","sourceIds":["src-ci-hn-peritext"],"summary":"76 points on the rich-text crdt — a smaller, more technical thread than the manifestos; the audience is now the builders.","title":"peritext on hn","url":"https://news.ycombinator.com/item?id=29322204"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#infra","sourceIds":["source-1d39353c8abfa77d2422"]},{"date":{"precision":"day","text":"2022-11-01"},"id":"record-6751a719cf3a41572af0","kind":"ink-switch-coverage-items","label":"potluck on hn","original":{"date":"2022-11-01","id":"cov-hn-potluck","publication":"hacker news","section":"essays","sentiment":"mixed","sourceIds":["src-ci-hn-potluck"],"summary":"potluck at 201 points — 'with web tech! this is revolutionary stuff' beside the open question of backwards compatibility on the user's own data shapes.","title":"potluck on hn","url":"https://news.ycombinator.com/item?id=33423706"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#essays","sourceIds":["source-e16bd5c45d530cc4bb5f"]},{"date":{"precision":"day","text":"2022-11-30"},"id":"record-a2c31809f985fadb0623","kind":"ink-switch-coverage-items","label":"inkbase on hn","original":{"date":"2022-11-30","id":"cov-hn-inkbase","publication":"hacker news","section":"essays","sentiment":"positive","sourceIds":["src-ci-hn-inkbase"],"summary":"the lab's biggest-ever hn artifact: 675 points, 83 comments — 'this is the most exciting ink & switch prototype yet'; praise for the team 'that brought us muse.'","title":"inkbase on hn","url":"https://news.ycombinator.com/item?id=33799512"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#essays","sourceIds":["source-429113beb29a75ff5ca7"]},{"date":{"precision":"day","text":"2023-03-09"},"id":"record-215757be4fc6e1c3aec2","kind":"ink-switch-coverage-items","label":"upwelling on hn","original":{"date":"2023-03-09","id":"cov-hn-upwelling","publication":"hacker news","section":"essays","sentiment":"mixed","sourceIds":["src-ci-hn-upwelling"],"summary":"a quiet mixed 37-point thread — creative privacy praised, the demo's presentation critiqued.","title":"upwelling on hn","url":"https://news.ycombinator.com/item?id=35085105"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#essays","sourceIds":["source-c9cceac979abca2df262"]},{"date":{"precision":"day","text":"2025-02-04"},"id":"record-9f27d636eca20f0e5edb","kind":"ink-switch-coverage-items","label":"ambsheets on hn","original":{"date":"2025-02-04","id":"cov-hn-ambsheets","publication":"hacker news","section":"essays","sentiment":"positive","sourceIds":["src-ci-hn-ambsheets"],"summary":"ambsheets — the scenario-exploration spreadsheet — draws 178 points; the track-era essays keep finding the front page.","title":"ambsheets on hn","url":"https://news.ycombinator.com/item?id=42941143"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#essays","sourceIds":["source-ebf9dda945e9b52a472c"]},{"date":{"precision":"day","text":"2025-05-22"},"id":"record-d5fffa883956f3a2f136","kind":"ink-switch-coverage-items","label":"sketchy calendar on hn","original":{"date":"2025-05-22","id":"cov-hn-sketchy","publication":"hacker news","section":"essays","sentiment":"positive","sourceIds":["src-ci-hn-sketchy"],"summary":"sketchy calendar at 156 points — the programmable-ink line still drawing attention three years after inkbase.","title":"sketchy calendar on hn","url":"https://news.ycombinator.com/item?id=44068204"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#essays","sourceIds":["source-f0c523d118813be6df40"]},{"date":{"precision":"day","text":"2025-06-10"},"id":"record-2998e5aae33fbfbb93e0","kind":"ink-switch-coverage-items","label":"malleable software on hn","original":{"date":"2025-06-10","id":"cov-hn-malleable","publication":"hacker news","section":"essays","sentiment":"mixed","sourceIds":["src-ci-hn-malleable","src-ci-malleable-essay"],"summary":"the second flagship essay: 294 points, 114 comments (plus a second 113-point thread that august) — 'anyone can adapt their tools to their needs' praised as an answer to lock-in, with the hard-won skepticism about whether users want the job.","title":"malleable software on hn","url":"https://news.ycombinator.com/item?id=44237881"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#essays","sourceIds":["source-a8178a7e9e1ade5967dc","source-a86c5ce37132633311b9"]},{"date":{"precision":"day","text":"2025-07-05"},"id":"record-daacb4cd04c412102d6e","kind":"ink-switch-coverage-items","label":"local-first re-posted (2025)","original":{"date":"2025-07-05","id":"cov-hn-localfirst-2025","publication":"hacker news","section":"essays","sentiment":"positive","sourceIds":["src-ci-hn-localfirst-2025"],"summary":"the 2019 essay's biggest thread arrives six years late — 883 points, 297 comments on a re-post; the loyalist line: 'it brings back a much healthier incentive structure.'","title":"local-first re-posted (2025)","url":"https://news.ycombinator.com/item?id=44473135"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#essays","sourceIds":["source-12c4be35ba64f27d9b66"]},{"date":{"precision":"day","text":"2020-07-11"},"id":"record-10373bba64c95ea27a47","kind":"ink-switch-coverage-items","label":"crdts: the hard parts on hn","original":{"date":"2020-07-11","id":"cov-hn-hard-parts","publication":"hacker news","section":"infra","sentiment":"mixed","sourceIds":["src-ci-hn-hard-parts","src-ci-kleppmann-hard-parts"],"summary":"kleppmann's own crdt hard-parts talk draws 404 points and a genuinely mixed thread — 'we're still in early days; don't use this in prod if you can help it' is advice from the community itself.","title":"crdts: the hard parts on hn","url":"https://news.ycombinator.com/item?id=23802208"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#infra","sourceIds":["source-440c6ad6ca517f455380","source-38144375afb3eb3f4a8e"]},{"date":{"precision":"day","text":"2020-09-28"},"id":"record-1b63b68fc6e7ced4ad34","kind":"ink-switch-coverage-items","label":"the ot veteran converts","original":{"date":"2020-09-28","id":"cov-josephg","publication":"josephg.com / hn","section":"infra","sentiment":"positive","sourceIds":["src-ci-josephg","src-ci-hn-crdts-future"],"summary":"joseph gentle — sharejs and google wave veteran, ot-side authority — publishes 'i was wrong. crdts are the future': 1,181 points, 312 comments, the single largest hn artifact in this dossier.","title":"the ot veteran converts","url":"https://josephg.com/blog/crdts-are-the-future/"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#infra","sourceIds":["source-80e110972834a1b098b8","source-9e4e49e13a1d871ef9f0"]},{"date":{"precision":"day","text":"2022-02-21"},"id":"record-b58ac2837608d10827b9","kind":"ink-switch-coverage-items","label":"automerge on hn (2022)","original":{"date":"2022-02-21","id":"cov-hn-automerge-2022","publication":"hacker news","section":"infra","sentiment":"positive","sourceIds":["src-ci-hn-automerge-2022"],"summary":"the automerge repo thread — 274 points, 69 comments — the library already drawing a builder audience a year before the 2.0 rewrite.","title":"automerge on hn (2022)","url":"https://news.ycombinator.com/item?id=30412550"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#infra","sourceIds":["source-5ad05d7b7719cdb7ce61"]},{"date":{"precision":"month","text":"2022-04"},"id":"record-32df9305a1cbb4139ade","kind":"ink-switch-coverage-items","label":"merge what you can, fork what you can't","original":{"date":"2022-04","id":"cov-merge-fork","publication":"papoc '22","section":"infra","sentiment":"mixed","sourceIds":["src-ci-merge-fork"],"summary":"'merge what you can, fork what you can't' — schiefer, litt (then an i&s researcher), and jackson argue auto-merge conflicts with data-integrity invariants and propose exposed forking histories. internal academic critique of forced convergence.","title":"merge what you can, fork what you can't","url":"https://groups.csail.mit.edu/sdg/pubs/2022/Merge_What_You_Can_PaPoC_2022.pdf"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#infra","sourceIds":["source-5467f9b261e98dbf5a1e"]},{"date":{"precision":"day","text":"2023-01-30"},"id":"record-77f0c8935cf38e331de3","kind":"ink-switch-coverage-items","label":"automerge 2.0 on hn","original":{"date":"2023-01-30","id":"cov-hn-automerge-2","publication":"hacker news","section":"infra","sentiment":"positive","sourceIds":["src-ci-hn-automerge-2","src-ci-automerge-2"],"summary":"automerge 2.0: 717 points — celebration plus shipping notes: 'the api is much better now,' with the interoperability question attached ('what is its story with yjs?').","title":"automerge 2.0 on hn","url":"https://news.ycombinator.com/item?id=34586433"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#infra","sourceIds":["source-bae6ed152668cd353cb5","source-63429d01d835438a24f4"]},{"date":{"precision":"day","text":"2023-09-26"},"id":"record-40ab0df4810a00217069","kind":"ink-switch-coverage-items","label":"weidner's crdt benchmarks","original":{"date":"2023-09-26","id":"cov-weidner","publication":"mattweidner.com","section":"infra","sentiment":"negative","sourceIds":["src-ci-weidner-survey","src-ci-weidner-text"],"summary":"matt weidner's benchmark series measures automerge's memory and time costs against yjs and collabs-list — the measurement that made the performance critique concrete. he later argues parts of collaborative text need no crdt machinery at all.","title":"weidner's crdt benchmarks","url":"https://mattweidner.com/2023/09/26/crdt-survey-1.html"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#infra","sourceIds":["source-d1923ed2fd705bbd8920","source-9185df0c62f7aea2e686"]},{"date":{"precision":"day","text":"2023-11-08"},"id":"record-af99f1940d85983615ad","kind":"ink-switch-coverage-items","label":"the benchmark spat","original":{"date":"2023-11-08","id":"cov-benchmark-spat","publication":"hacker news","section":"infra","sentiment":"mixed","sourceIds":["src-ci-hn-automerge-repo"],"summary":"on the automerge-repo thread (219 pts), heather miller — 'ouch peter. massive offense taken' — objects to van hardenberg calling the many-concurrent-editors benchmark 'artificial'; pvh apologizes unreservedly, defends the <10ms keypress-to-paint target, and concedes the systems optimize for different workloads.","title":"the benchmark spat","url":"https://news.ycombinator.com/item?id=38193640"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#infra","sourceIds":["source-4def861453c7db7f864c"]},{"date":{"precision":"day","text":"2024-07-16"},"id":"record-e7c0dcf1fd937411f450","kind":"ink-switch-coverage-items","label":"automerge on hn (2024)","original":{"date":"2024-07-16","id":"cov-hn-automerge-2024","publication":"hacker news","section":"infra","sentiment":"positive","sourceIds":["src-ci-hn-automerge-2024"],"summary":"the automerge site thread — 268 points, 58 comments — a builder audience asking production questions: storage, auth, sync servers.","title":"automerge on hn (2024)","url":"https://news.ycombinator.com/item?id=40976731"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#infra","sourceIds":["source-a5009afdc9bb7074e64d"]},{"date":{"precision":"day","text":"2025-08-03"},"id":"record-8275349a5064b74cae96","kind":"ink-switch-coverage-items","label":"automerge 3.0 on hn","original":{"date":"2025-08-03","id":"cov-hn-automerge-3","publication":"hacker news / lobsters","section":"infra","sentiment":"positive","sourceIds":["src-ci-hn-automerge-3","src-ci-lobsters-automerge3","src-ci-automerge-3"],"summary":"automerge 3.0 at 353 points — the columnar-rewrite memory numbers land, and the thread now asks production questions instead of definitional ones.","title":"automerge 3.0 on hn","url":"https://news.ycombinator.com/item?id=44777086"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#infra","sourceIds":["source-6743456f5c304e7d3ff9","source-c30258d7f19c14755c98","source-beac51a43ace47d82c9d"]},{"date":{"precision":"day","text":"2025-10-02"},"id":"record-6708ebf99a128172a486","kind":"ink-switch-coverage-items","label":"keyhive on hn","original":{"date":"2025-10-02","id":"cov-hn-keyhive","publication":"hacker news","section":"infra","sentiment":"positive","sourceIds":["src-ci-hn-keyhive"],"summary":"keyhive — local-first access control — draws 167 points; the 2019 essay's hardest open problem getting its own thread.","title":"keyhive on hn","url":"https://news.ycombinator.com/item?id=45445114"},"originalUrl":"https://hraness.com/ink-and-switch/coverage#infra","sourceIds":["source-f60b164f3da74940e7e2"]},{"date":{"precision":"day","text":"2019-12-06"},"id":"record-1381d67922e1057620fb","kind":"ink-switch-coverage-items","label":"the wired profile","original":{"date":"2019-12-06","id":"cov-wired","publication":"wired","section":"mainstream","sentiment":"mixed","sourceIds":["src-ci-wired"],"summary":"klint finley's profile — 'you can have collaborative software that's wary of the cloud' — the only major mainstream-press piece on the lab found; sympathetic, hedged by stanford's matei zaharia questioning whether local-first apps can be compelling enough to pull users over.","title":"the wired 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````