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Public dossier section · @ben

side quests

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

cognition: side quests

the pursuits around the product — lunchclub, the upwork demo, openhands, deepwiki, the swe model family, and the diaspora.

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

Canonical page: https://hraness.com/cognition/side-quests

Original source occurrences

  1. wang recounts frantic weekend · business insider · 2025-07 (month) · original ID: src-ci-bi-jeff-wang · Other public citations of this URL

    wang recounts frantic weekend; options considered

  2. estimator methodology companion post · cognition.com · 2026-06-04 (day) · original ID: src-ci-cognition-aiproductivity · Other public citations of this URL

    estimator methodology companion post

  3. government offering (index listing) · cognition.com · 2026-02-25 (day) · original ID: src-ci-cognition-gov · Other public citations of this URL

    government offering (index listing)

  4. ai productivity guarantee · cognition.com · 2026-06-04 (day) · original ID: src-ci-cognition-guarantee · Other public citations of this URL

    ai productivity guarantee; credits up to $10m; engineer-hour estimator

  5. $1b+ at $26b · cognition.com · 2026-05-27 (day) · original ID: src-ci-cognition-seriesd · Other public citations of this URL

    $1b+ at $26b; $492m run-rate; customers; "89% of code committed by our engineers is committed by devin"; "independent agent lab"

  6. frontier-size model · cognition.com · 2025-10-29 (day) · original ID: src-ci-cognition-swe15 · Other public citations of this URL

    frontier-size model; 950 tok/s via cerebras; "stopped reporting swe-bench numbers in 2024"

  7. swe-1.6 preview · cognition.com · 2026-03-01 (day) · original ID: src-ci-cognition-swe16 · Other public citations of this URL

    swe-1.6 preview + research update (index listing)

  8. devin 2.0 · cognition.com · 2025-04-03 (day) · original ID: src-ci-devin2 · Other public citations of this URL

    devin 2.0: agent-native ide; $20 plan; search/wiki

  9. internet of bugs frame-by-frame debunk of upwork demo · youtube · 2024-04 (month) · original ID: src-ci-iob-debunk-video · Other public citations of this URL

    internet of bugs frame-by-frame debunk of upwork demo

  10. open-source replication created day after launch · github · 2024-03-13 (day) · original ID: src-ci-opendevin-repo · Other public citations of this URL

    open-source replication created day after launch; now openhands; ~85k stars

  11. marc andreessen post · a16z · 2026-09-09 (day) · original ID: src-hp-a16z-investing-cognition · Other public citations of this URL

    marc andreessen post; "13%→90%+ of production code"; "back him for the second time"

  12. neal wu departs cognition founding team for thinking machines · business insider · 2026-02 (month) · original ID: src-hp-bi-neal-wu-tml · Other public citations of this URL

    neal wu departs cognition founding team for thinking machines

  13. full dated post index used for timeline items · cognition.com · 2026-09-16 (day) · original ID: src-hp-cognition-blog-index · Other public citations of this URL

    full dated post index used for timeline items (ga, 2.x, swe-x, partnerships, offices, acquisitions)

  14. scott wu launch post · cognition.com · 2024-03-12 (day) · original ID: src-hp-cognition-introducing-devin · Other public citations of this URL

    scott wu launch post; swe-bench 13.86% claim; "tireless, skilled teammate"; early-access waitlist

  15. mcp server connections for devin · cognition.com · 2025-07-22 (day) · original ID: src-hp-cognition-mcp-marketplace · Other public citations of this URL

    mcp server connections for devin

  16. verbatim: 9-person founding team, hyperscaler, tree search · davidsenra.com · 2025 (year) · original ID: src-hp-davidsenra-scott-wu · Other public citations of this URL

    verbatim: 9-person founding team, hyperscaler, tree search; notes: aug 2023 founding, scale ai stint claim

  17. linkedin post relaying cognitions ga announcement verbatim · linkedin · 2024-12-10 (day) · original ID: src-hp-devin-ga-linkedin · Other public citations of this URL

    linkedin post relaying cognition's ga announcement verbatim; "16x" claim; nubank/vesta/ramp; oss contributions

  18. scott wu on lunchclub era + a16z $4m raise · share.transistor.fm · 2019 (year) · original ID: src-hp-ftf-lunchclub · Other public citations of this URL

    scott wu on lunchclub era + a16z $4m raise

  19. devin writes 95% of our code · sourcery.vc · 2026-07 (month) · original ID: src-hp-sourcery-scott-wu · Other public citations of this URL

    "devin writes 95% of our code"; $492m arr; customer names; windsurf weekend negotiation

  20. microsoft build partnership · techzine.eu · 2024-05 (month) · original ID: src-hp-techzine-msft · Other public citations of this URL

    microsoft build partnership; devin on azure

  21. original reporting on layoffs/buyouts · the information · 2025-08 (month) · original ID: src-hp-theinformation-buyouts · Other public citations of this URL

    original reporting on layoffs/buyouts

  22. wang interim ceo · the verge · 2025-07-11 (day) · original ID: src-hp-verge-google-windsurf · Other public citations of this URL

    wang interim ceo; graham moreno president; deepmind agentic coding

  23. founding aug/nov 2023 discrepancy · wikipedia · 2026-09-16 (day) · original ID: src-hp-wiki-cognition · Other public citations of this URL

    founding aug/nov 2023 discrepancy; 10 ioi medals; neal wu/korotkevich/andrew he; 200 employees 2026

  24. bio: b.1997, baton rouge, harvard, lunchclub cto · wikipedia · 2026-09-16 (day) · original ID: src-hp-wiki-scott-wu · Other public citations of this URL

    bio: b.1997, baton rouge, harvard, lunchclub cto 2017-22, ioi x3 (1st 2014), code jam 3rd, forbes 30u30

  25. pre-acquisition windsurf swe-1 launch (varun mohan quote) · businesswire.com · 2025-05-15 (day) · original ID: src-hp-windsurf-swe1 · Other public citations of this URL

    pre-acquisition windsurf swe-1 launch (varun mohan quote)

  26. ~15-person eng team each using ~5 devins · youtube · 2025 (year) · original ID: src-hp-youtube-inside-devin · Other public citations of this URL

    ~15-person eng team each using ~5 devins; ~25% of prs by devin; 8 pivots; name origin

  27. original demo video narrated by walden yan · youtube · 2024-03 (month) · original ID: src-hp-youtube-upwork-side-hustle · Other public citations of this URL

    original demo video narrated by walden yan

Structured research records

  1. lunchclub · cognition-quests · 2017–2022 (approximate)

    Original location · source-559dabc4cd332d17f5cb · source-716b1dc028a4fef05177 · source-b7eb7fb9633ec1208e7f

    Original structured fields
    {
      "dates": "2017–2022",
      "detail": "lunchclub — scott wu's pre-cognition company, co-founded with vladimir novakovski: an ai 'superconnector' for professional introductions, a16z-backed (~$30m raised), forbes 30 under 30, and the reason andreessen could later say he was backing wu 'for the second time.' wu left in 2022; the startup made him a repeat founder before cognition existed.",
      "id": "qst-lunchclub",
      "owner": "scott",
      "sourceIds": [
        "src-hp-ftf-lunchclub",
        "src-hp-a16z-investing-cognition",
        "src-hp-wiki-scott-wu"
      ],
      "status": "handed-off",
      "title": "lunchclub",
      "url": null
    }
  2. the eight pivots · cognition-quests · 2023 (year)

    Original location · source-5aa9323a33e61370b87e · source-4c6d95abe831914484ba · source-03b847c8490f4c54916a

    Original structured fields
    {
      "dates": "2023",
      "detail": "the crypto pivot that wasn't — per wu's own account, cognition ran ~eight pivots before the autonomous-engineer concept, and the earliest was reportedly a crypto project. exact details are thin and stay unverified.",
      "id": "qst-early-pivots",
      "owner": "company",
      "sourceIds": [
        "src-hp-youtube-inside-devin",
        "src-hp-wiki-cognition",
        "src-hp-davidsenra-scott-wu"
      ],
      "status": "ended",
      "title": "the eight pivots",
      "url": null
    }
  3. the upwork side hustle · cognition-quests · 2024-03 (month)

    Original location · source-8a63d0ce556236eb8ff2 · source-02515c08b66042c946d2 · source-fbfd442c58a1dc762c65

    Original structured fields
    {
      "dates": "2024-03",
      "detail": "'devin's upwork side hustle' — the demo where devin reportedly completed real freelance jobs, narrated by walden yan. the quest that produced the debunk: internet of bugs showed the brief had been misread, the bugs self-generated, the 'hours' compressible to ~36 minutes.",
      "id": "qst-upwork",
      "owner": "walden",
      "sourceIds": [
        "src-hp-youtube-upwork-side-hustle",
        "src-ci-iob-debunk-video",
        "src-hp-cognition-introducing-devin"
      ],
      "status": "ended",
      "title": "the upwork side hustle",
      "url": "https://www.youtube.com/watch?v=UTS2Hz96HYQ"
    }
  4. openhands · cognition-quests · 2024-03-13– (approximate)

    Original location · source-8cc33c60096baf0f085d

    Original structured fields
    {
      "dates": "2024-03-13–",
      "detail": "openhands (né opendevin) — the open-source replication created one day after the launch, now ~85k stars: the community's standing answer to a demo it couldn't inspect, and the control group for every 'devin is fake' cycle.",
      "id": "qst-opendevin",
      "owner": "community",
      "sourceIds": [
        "src-ci-opendevin-repo"
      ],
      "status": "continuing",
      "title": "openhands",
      "url": "https://github.com/All-Hands-AI/OpenHands"
    }
  5. azure and aws · cognition-quests · 2024-05– (approximate)

    Original location · source-19439be9c610b9112a4a · source-c6a92e271e5103003142

    Original structured fields
    {
      "dates": "2024-05–",
      "detail": "the microsoft relationship — devin on azure announced at build 2024 for code migration and modernization, extended by a multi-year aws strategic collaboration agreement in september 2026. the cloud-vendor distribution channel alongside direct sales.",
      "id": "qst-cloud-channels",
      "owner": "company",
      "sourceIds": [
        "src-hp-techzine-msft",
        "src-hp-cognition-blog-index"
      ],
      "status": "continuing",
      "title": "azure and aws",
      "url": null
    }
  6. the open-source initiative · cognition-quests · 2024-12– (approximate)

    Original location · source-0919c186f48b7819d255 · source-c6a92e271e5103003142 · source-b64e14d6426daa23d9c1

    Original structured fields
    {
      "dates": "2024-12–",
      "detail": "the devin open source initiative — free acus for oss maintainers, announced two days after ga, with devin contributing to anthropic's mcp, llamaindex, and zod. later the mcp marketplace (july 2025) made devin a citizen of the server ecosystem it helps maintain.",
      "id": "qst-oss-initiative",
      "owner": "company",
      "sourceIds": [
        "src-hp-devin-ga-linkedin",
        "src-hp-cognition-blog-index",
        "src-hp-cognition-mcp-marketplace"
      ],
      "status": "continuing",
      "title": "the open-source initiative",
      "url": null
    }
  7. deepwiki · cognition-quests · 2025-05– (approximate)

    Original location · source-c6a92e271e5103003142 · source-66b87a6bd11b64675f30

    Original structured fields
    {
      "dates": "2025-05–",
      "detail": "deepwiki — free ai-generated documentation for any public github repo; grew into devin wiki and devin search inside the paid product. the company's top-of-funnel gift to every codebase on earth.",
      "id": "qst-deepwiki",
      "owner": "company",
      "sourceIds": [
        "src-hp-cognition-blog-index",
        "src-ci-devin2"
      ],
      "status": "active",
      "title": "deepwiki",
      "url": "https://deepwiki.com"
    }
  8. the swe model family · cognition-quests · 2025-10– (approximate)

    Original location · source-331b27249f195f76efeb · source-8e799a6095c7966dd74d · source-c6a92e271e5103003142 · source-9c622de5ca532ba7c6fe

    Original structured fields
    {
      "dates": "2025-10–",
      "detail": "the swe model family — cognition's in-house models: swe-grep and swe-grep-mini retrieval models, swe-1.5 (frontier-size, served by cerebras at up to 950 tok/s), swe-1.6 and swe-1.7, swe-2, swe-check (an rl bug-detection model built with applied compute), and the fusion harness running 'fable' and 'astra' in devin desktop and cli. performance claims are self-reported.",
      "id": "qst-swe-models",
      "owner": "company",
      "sourceIds": [
        "src-ci-cognition-swe15",
        "src-ci-cognition-swe16",
        "src-hp-cognition-blog-index",
        "src-hp-windsurf-swe1"
      ],
      "status": "active",
      "title": "the swe model family",
      "url": null
    }
  9. cognition for government · cognition-quests · 2026-02– (approximate)

    Original location · source-7ec9da5b128d50b69b96 · source-c6a92e271e5103003142 · source-a8ac8dd785c1bd9c9706

    Original structured fields
    {
      "dates": "2026-02–",
      "detail": "cognition for government — the gov offering launched february 2026; fedramp high (class d) in-process by july; an mou with the department of energy's genesis mission; the us army and navy named as devin customers at the series d.",
      "id": "qst-government",
      "owner": "company",
      "sourceIds": [
        "src-ci-cognition-gov",
        "src-hp-cognition-blog-index",
        "src-ci-cognition-seriesd"
      ],
      "status": "active",
      "title": "cognition for government",
      "url": null
    }
  10. the productivity guarantee · cognition-quests · 2026-06– (approximate)

    Original location · source-269f9f7ea340ca2ca822 · source-06688335ad3789e09703

    Original structured fields
    {
      "dates": "2026-06–",
      "detail": "the ai productivity guarantee — an in-house estimator converts devin's output to engineer-hours; if delivered value underperforms the price, cognition funds usage up to $10m. outcome-priced agent labor, self-measured — the quest that turns the labor analogy into contract language.",
      "id": "qst-guarantee",
      "owner": "company",
      "sourceIds": [
        "src-ci-cognition-guarantee",
        "src-ci-cognition-aiproductivity"
      ],
      "status": "active",
      "title": "the productivity guarantee",
      "url": null
    }
  11. the security swarm · cognition-quests · 2026-07 (month)

    Original location · source-c6a92e271e5103003142

    Original structured fields
    {
      "dates": "2026-07",
      "detail": "the security quest — devin security swarm plus a vulnerability remediation program, shipped early july 2026 as the agent's mandate widened from writing code to defending it.",
      "id": "qst-security",
      "owner": "company",
      "sourceIds": [
        "src-hp-cognition-blog-index"
      ],
      "status": "continuing",
      "title": "the security swarm",
      "url": null
    }
  12. the global offices · cognition-quests · 2026-01– (approximate)

    Original location · source-c6a92e271e5103003142

    Original structured fields
    {
      "dates": "2026-01–",
      "detail": "the geographic build-out — london office (first in europe) with cognizant in january; cognition japan under takumi masai in april; a singapore apac base under richard spence; infosys and ltm partnerships reaching hundreds of enterprise clients.",
      "id": "qst-global",
      "owner": "roster",
      "sourceIds": [
        "src-hp-cognition-blog-index"
      ],
      "status": "continuing",
      "title": "the global offices",
      "url": null
    }
  13. tierzero and poke · cognition-quests · 2026-07 (month)

    Original location · source-c6a92e271e5103003142

    Original structured fields
    {
      "dates": "2026-07",
      "detail": "the acqui-hire shelf — tierzero and the interaction company (makers of poke) absorbed in july 2026, extending the pattern the windsurf deal set: buy the team, keep the product surface.",
      "id": "qst-acquihires",
      "owner": "company",
      "sourceIds": [
        "src-hp-cognition-blog-index"
      ],
      "status": "ended",
      "title": "tierzero and poke",
      "url": null
    }
  14. factoring rsa-260 · cognition-quests · 2026-09 (month)

    Original location · source-c6a92e271e5103003142

    Original structured fields
    {
      "dates": "2026-09",
      "detail": "factoring rsa-260 — a research post where devin plus a researcher built a top gpu lattice siever and factored the rsa-260 challenge number. the 'agents do research' proof point, shipped the day after the series e.",
      "id": "qst-rsa-260",
      "owner": "company",
      "sourceIds": [
        "src-hp-cognition-blog-index"
      ],
      "status": "ended",
      "title": "factoring rsa-260",
      "url": null
    }
  15. the diaspora · cognition-quests · 2025-07– (approximate)

    Original location · source-0b10ebe1d95645e39520 · source-9b7c8077c2795acce97b · source-3c801d1b8238e5fd7b0b · source-6455e039d7083493eafe

    Original structured fields
    {
      "dates": "2025-07–",
      "detail": "the diaspora — windsurf founders varun mohan and douglas chen to google deepmind; neal wu, scott's brother and a founding advisor, to mira murati's thinking machines lab in february 2026; the windsurf rank-and-file absorbed, bought out, or retained under a six-day culture memo. where the people went is its own record.",
      "id": "qst-diaspora",
      "owner": "community",
      "sourceIds": [
        "src-hp-verge-google-windsurf",
        "src-hp-bi-neal-wu-tml",
        "src-ci-bi-jeff-wang",
        "src-hp-theinformation-buyouts"
      ],
      "status": "continuing",
      "title": "the diaspora",
      "url": null
    }
  16. devin builds devin · cognition-quests · 2024– (approximate)

    Original location · source-c6a92e271e5103003142 · source-a8ac8dd785c1bd9c9706 · source-a21f83aec14fa27948c8 · source-5aa9323a33e61370b87e · source-716b1dc028a4fef05177

    Original structured fields
    {
      "dates": "2024–",
      "detail": "the dogfooding loop — 'how cognition uses devin to build devin' (february 2026) plus the escalating internal-code claims: ~25% of prs in early 2025, 13% of production code at some earlier point, >89–95% by mid-2026. the self-reported numbers the valuation slides are built on.",
      "id": "qst-dogfooding",
      "owner": "company",
      "sourceIds": [
        "src-hp-cognition-blog-index",
        "src-ci-cognition-seriesd",
        "src-hp-sourcery-scott-wu",
        "src-hp-youtube-inside-devin",
        "src-hp-a16z-investing-cognition"
      ],
      "status": "continuing",
      "title": "devin builds devin",
      "url": null
    }
side quests · Soulscrape