# cognition: sources

> every source cited in the cognition history, with its date and type.

- [openai stops self-reporting (feb 2026)](https://agentmarketcap.ai/blog/2026/04/12/openai-swe-bench-self-reporting-contamination-crisis) — agentmarketcap.ai (2026-04-12, reference). openai stops self-reporting (feb 2026); verified→pro 80.9%→45.9%
- [claude code: preview 2025-02-24, ga 2025-05-22](https://aicost.tools/q/claude-code/when-was-claude-code-released/) — aicost.tools (2025, reference). claude code: preview 2025-02-24, ga 2025-05-22
- [cherry-picking (road damage search) and hype-tactics analysis](https://www.artificialintelligencemadesimple.com/p/analyzing-the-misleading-communication) — artificialintelligencemadesimple.com (2024-04, reference). cherry-picking ("road damage" search) and hype-tactics analysis
- [reversal-from-messaging frame](https://www.ainews.com/p/cognition-offers-buyouts-to-windsurf-staff-weeks-after-acquisition) — ainews.com (2025-08-06, reporting). reversal-from-messaging frame
- [amodei cfr prediction (spoken 2025-03-10)](https://www.businessinsider.com/anthropic-ceo-ai-90-percent-code-3-to-6-months-2025-3) — business insider (2025-03-14, reporting). amodei cfr prediction (spoken 2025-03-10)
- [month-long eval: 3 successes/14 failures/3 inconclusive of 20](https://www.answer.ai/posts/2025-01-08-devin) — answer.ai (2025-01-08, reference). month-long eval: 3 successes/14 failures/3 inconclusive of 20
- [leaderboard-convergence audit](https://arxiv.org/pdf/2609.17394) — arxiv.org (2026-09, reporting). leaderboard-convergence audit; scaffold swings to ~30 pts
- [bi launch coverage, job-loss framing](https://www.businessinsider.com/cognition-labs-devin-ai-software-engineer-humans-lose-jobs-2024-3) — business insider (2024-03-13, reporting). bi launch coverage, job-loss framing
- [wang recounts frantic weekend](https://www.businessinsider.com/windsurf-ceo-jeff-wang-openai-google-cognition-deal-2025-7) — business insider (2025-07, reporting). wang recounts frantic weekend; options considered
- [ceo 2010 mathcounts clip virality](https://www.businessinsider.com/clip-ceo-cognition-ai-engineer-devin-math-competition-going-viral-2024-3) — business insider (2024-03, reporting). ceo's 2010 mathcounts clip virality
- [series d corroboration](https://www.bloomberg.com/news/articles/2026-05-27/ai-coding-startup-cognition-raises-1-billion-at-26-billion-value) — bloomberg (2026-05-27, reporting). series d corroboration
- [openai $3b deal collapses](https://www.bloomberg.com/news/articles/2025-07-11/openai-s-3-billion-deal-to-buy-ai-startup-windsurf-falls-apart) — bloomberg (2025-07-11, reporting). openai $3b deal collapses; google $2.4b talent+license
- [ramp data: cursor share 41%→26%](https://business-news-today.com/spacex-finalises-60bn-cursor-acquisition-targets-anthropic-in-ai-coding-fight/) — business-news-today.com (2026-08-17, reporting). ramp data: cursor share 41%→26%; anthropic ~half of category
- [launch explainer](https://www.business-standard.com/technology/tech-news/devin-all-about-us-based-startup-cognition-s-ai-powered-software-engineer-124031400138_1.html) — business-standard.com (2024-03-14, reporting). launch explainer; embeds launch tweet
- [matt welsh: dinosaurs waiting for the meteor](https://cacm.acm.org/opinion/the-end-of-programming/) — cacm.acm.org (2023-01, primary). matt welsh: "dinosaurs waiting for the meteor"
- [early skepticism](https://www.ccn.com/news/technology/cognition-claims-devin-ai-completed-jobs-upwork/) — ccn.com (2024-03, reporting). early skepticism; reddit "scam" speculation noted
- [post-windsurf valuation frame](https://www.cnbc.com/2025/09/08/cognition-valued-at-10point2-billion-two-months-after-windsurf-.html) — cnbc (2025-09-08, reporting). post-windsurf valuation frame
- [argenti: hundreds… might go into the thousands](https://www.cnbc.com/2025/07/11/goldman-sachs-autonomous-coder-pilot-marks-major-ai-milestone.html) — cnbc (2025-07-11, reporting). argenti: "hundreds… might go into the thousands"; supervised deployment
- [exclusivity lapse detail](https://www.cnbc.com/2025/07/11/google-windsurf-ceo-varun-mohan-latest-ai-talent-deal-.html) — cnbc (2025-07-11, reporting). exclusivity lapse detail; april $3b talks context
- [estimator methodology companion post](https://cognition.com/blog/ai-productivity) — cognition.com (2026-06-04, primary). estimator methodology companion post
- [devin desktop (index listing)](https://cognition.com/blog/introducing-devin-desktop) — cognition.com (2026-06-02, primary). devin desktop (index listing)
- [devin integration into windsurf ships (index listing)](https://cognition.com/blog/devin-in-windsurf) — cognition.com (2026-04-15, primary). devin integration into windsurf ships (index listing)
- [devin 2.2](https://cognition.com/blog/introducing-devin-2-2) — cognition.com (2026-02-24, primary). devin 2.2 (index listing)
- [government offering (index listing)](https://cognition.com/blog/cognition-for-government) — cognition.com (2026-02-25, primary). government offering (index listing)
- [ai productivity guarantee](https://cognition.com/blog/ai-guarantee) — cognition.com (2026-06-04, primary). ai productivity guarantee; credits up to $10m; engineer-hour estimator
- [$1b+ at $26b](https://cognition.com/blog/series-d) — cognition.com (2026-05-27, primary). $1b+ at $26b; $492m run-rate; customers; "89% of code committed by our engineers is committed by devin"; "independent agent lab"
- [frontier-size model](https://cognition.com/blog/swe-1-5) — cognition.com (2025-10-29, primary). frontier-size model; 950 tok/s via cerebras; "stopped reporting swe-bench numbers in 2024"
- [swe-1.6 preview](https://cognition.com/blog/swe-1-6-preview) — cognition.com (2026-03-01, primary). swe-1.6 preview + research update (index listing)
- [definitive agreement](https://cognition.com/blog/windsurf) — cognition.com (2025-07-14, primary). definitive agreement; $82m arr; 350+ enterprise customers; 100% participation/vesting
- [founded nov 2023 by wu, yan, hao](https://coingape.com/ai-news-cognition-labs-hits-2b-valuation-after-175m-funding/) — coingape.com (2024-04-25, reporting). founded nov 2023 by wu, yan, hao
- [microsoft ip-access tension detail](https://www.computerworld.com/article/4021763/google-snatches-windsurf-execs-in-a-2-4b-deal-derailing-openais-biggest-acquisition-yet.html) — computerworld.com (2025-07-14, reporting). microsoft ip-access tension detail
- [your ai pair programmer — assistive-era framing](https://github.blog/news-insights/product-news/introducing-github-copilot-ai-pair-programmer/) — github.blog (2021-06-29, primary). "your ai pair programmer" — assistive-era framing
- [6m-loc etl migration](https://devin.ai/customers/nubank/) — devin.ai (2024-12, reporting). 6m-loc etl migration; 12x eng-hours; 20x cost; 1.5yr→~2mo (vendor-published)
- [devin 2.0](https://cognition.com/blog/devin-2) — cognition.com (2025-04-03, primary). devin 2.0: agent-native ide; $20 plan; search/wiki
- [reaction spectrum: cynicism/fear/disappointment](https://dev.to/zeedu_dev/devin-ai-will-this-ai-replace-programmers-12gp) — dev.to (2024-03, community). reaction spectrum: cynicism/fear/disappointment
- [99/100 entries self-reported](https://www.digitalapplied.com/blog/swe-bench-verified-june-2026-benchmark-vs-scaffolding-analysis) — digitalapplied.com (2026-06-16, reference). 99/100 entries self-reported; scaffold moves scores 10–20 pts
- [category taxonomy](https://earlyterms.com/term/coding-agents) — earlyterms.com (2026, reference). category taxonomy; 2025-05-19 triple launch; codex 3m+ wau feb 2026
- [wu x-post acknowledgment quotes](https://economictimes.indiatimes.com/tech/artificial-intelligence/work-life-imbalance-after-buying-remnants-of-windsurf-cognition-lays-off-30-tells-rest-to-work-long-hours/articleshow/123183771.cms) — economic times (2025-08-08, reporting). wu's x acknowledgment; mercor/anysphere comparisons
- [~$250m price / ~$100m cash → ~$150m ev arithmetic](https://ethanding.substack.com/p/windsurf-gets-margin-called) — ethanding.substack.com (2025-07, primary). ~$250m price / ~$100m cash → ~$150m ev arithmetic
- [anthropomorphic-branding critique](https://www.fastcompany.com/91366706/meet-devin-goldman-sachs-new-ai-software-engineer-that-never-sleeps) — fast company (2025-07, reporting). anthropomorphic-branding critique; perplexity-ceo praise quote
- [demo analysis](https://www.fikisipi.com/p/short-post-a-look-at-devin-the-ai) — fikisipi.com (2024-03, reporting). demo analysis; "canceled by a significant portion of the developer community"
- [$60b all-stock anysphere deal](https://www.forbes.com/sites/sandycarter/2026/06/16/spacex-buys-cursor-in-largest-startup-acquisition-ever-at-60-billion/) — forbes (2026-06-16, reporting). $60b all-stock anysphere deal; largest venture-backed acquisition
- [investor-frenzy framing](https://fortune.com/2024/03/31/cognition-labs-ai-startup-seeks-2-billion-valuation-investor-frenzy-warnings-bubble/) — fortune (2024-03-31, reporting). investor-frenzy framing
- [hybrid workforce](https://fortune.com/2025/07/14/goldman-sachs-ai-powered-software-engineer-devin-new-employee-increase-productivity-fears-of-job-replacement/) — fortune (2025-07-14, reporting). "hybrid workforce"; salary contrast $115–180k
- [bungling the vast majority of tasks](https://futurism.com/first-ai-software-engineer-devin-bungling-tasks) — futurism (2025-01-24, reporting). "bungling the vast majority of tasks"
- [ga coverage](https://www.gadgets360.com/ai/news/cognition-labs-devin-ai-software-engineer-generally-available-7224739) — gadgets360.com (2024-12-11, reporting). ga coverage; notes 8-month delay
- [verbatim iob company lied three-count quote](https://gist.github.com/cedrickchee/588a55cbcaeb2d0faba694ae1fa560dd) — gist.github.com (2024-04, reporting). verbatim iob "company lied" three-count quote
- [jules public beta](https://blog.google/innovation-and-ai/models-and-research/google-labs/jules/) — blog.google (2025-05-20, primary). jules public beta; async cloud-vm agent
- [debunk digest](https://gun.io/news/2024/05/devin-ai/) — gun.io (2024-05, reference). debunk digest; client-communication gap argument
- [angellist 14k dashboards 5.2x](https://headsupai.io/updates/cognition-deploys-devin-enterprise-scale-database-monolith-migrations) — headsupai.io (2024-12, reporting). angellist 14k dashboards 5.2x; nubank details
- [302 pts/43 comments](https://news.ycombinator.com/item?id=40008109) — hacker news (2024-04, community). 302 pts/43 comments; mike_hearn's canonical summary
- [launch thread](https://news.ycombinator.com/item?id=39679787) — hacker news (2024-03-12, community). launch thread; denial/fear/economics debate
- [extreme performance culture](https://www.inc.com/kit-eaton/this-ai-startup-just-told-its-staff-to-leave-with-a-check-if-they-cant-take-the-heat/91224532) — inc. (2025-08, reporting). "extreme performance culture"; "live where we work"
- [internet of bugs frame-by-frame debunk of upwork demo](https://www.youtube.com/watch?v=tNmgmwEtoWE) — youtube (2024-04, reporting). internet of bugs frame-by-frame debunk of upwork demo
- [launch summary incl. swe-bench framing detail](https://itdoeswhatnow.com/m/2024-03-12-cognition-demos-devin-billed-as-the-first-ai/) — itdoeswhatnow.com (2024-03-12, reporting). launch summary incl. swe-bench framing detail
- [expectations gap coverage](https://www.itpro.com/software/development/the-worlds-first-ai-software-engineer-isnt-living-up-to-expectations-cognition-ais-devin-assistant-was-touted-as-a-game-changer-for-developers-but-so-far-its-fumbling-tasks-and-struggling-to-compete-with-human-workers) — itpro.com (2025-02-04, reporting). expectations gap coverage
- [wang: windsurf ceo jul25–jun26 → president, new enterprise at cognition](https://www.linkedin.com/in/jefflinwang) — linkedin (2026-07, community). wang: windsurf ceo jul'25–jun'26 → president, new enterprise at cognition
- [wang interview: reorgs every 2–3 months](https://www.youtube.com/watch?v=uNQLawiYhQE) — youtube (2026, reporting). wang interview: reorgs every 2–3 months; "windsurf… maybe five or six people now"
- [dev reaction](https://leaddev.com/velocity/what-devin-and-can-it-really-replace-developers) — leaddev.com (2024-03, reference). dev reaction; collison/atallah endorsements
- [closed aug 14](https://marketbusinessnews.com/spacex-completes-all-stock-cursor-acquisition-at-60-billion-implied-value/450599/) — marketbusinessnews.com (2026-08, reporting). closed aug 14; ~$2.6b b2b annualized revenue; ~23x
- [human software engineers promptly spiraled in the replies](https://www.morningbrew.com/stories/2024/03/14/new-ai-can-do-coders-jobs-for-them) — morningbrew.com (2024-03-14, reporting). "human software engineers promptly spiraled in the replies"
- [consumer launch coverage](https://www.ndtv.com/world-news/meet-devin-worlds-1st-ai-software-engineer-by-cognition-heres-what-all-it-can-do-5230137) — ndtv.com (2024-03-13, reporting). consumer launch coverage
- [debunk digest](https://www.nextbigfuture.com/2024/04/devin-ai-failure-on-one-of-its-upwork-projects.html) — nextbigfuture.com (2024-04-18, reference). debunk digest; wrong-prompt/self-made-errors analysis
- [bricklayers to architects quote](https://www.nytimes.com/2025/07/14/technology/cognition-ai-windsurf.html) — the new york times (2025-07-14, reporting). "bricklayers to architects" quote
- [codex cloud se agent, codex-1/o3-derived](https://openai.com/index/introducing-codex/) — openai (2025-05-16, primary). codex cloud se agent, codex-1/o3-derived
- [codex model launch (copilots engine)](https://openai.com/index/openai-codex/) — openai (2021-08-10, primary). codex model launch (copilot's engine)
- [open-source replication created day after launch](https://github.com/opendevin/OpenDevin) — github (2024-03-13, reporting). open-source replication created day after launch; now openhands; ~85k stars
- [devin not popular with developers, windsurf is](https://www.linkedin.com/posts/gergelyorosz_why-did-cognition-buy-windsurf-one-theory-activity-7351175911288774658-_5y0) — linkedin (2025-07-16, community). "devin not popular with developers, windsurf is"; 3,000-respondent survey
- [acquihire-ethics critique](https://percolator.substack.com/p/the-hollow-exit-lessons-for-founders) — percolator.substack.com (2025-07, primary). acquihire-ethics critique
- [round corroboration](https://pitchbook.com/news/articles/ai-coding-startup-cognition-raises-400m-10-2b-valuation) — pitchbook (2025-09-08, reporting). round corroboration
- [price-collapse-as-admission read](https://plainai.aguidetocloud.com/changes/cognition-devin-2/) — plainai.aguidetocloud.com (2025-04, reference). price-collapse-as-admission read
- [$500/mo as b2b junior-engineer pricing read](https://www.productgeeks.com/p/devin-ai-pricing) — productgeeks.com (2024-12-13, reference). $500/mo as b2b junior-engineer pricing read
- [six-fold revaluation coverage](https://qz.com/ai-startup-cognition-labs-seeks-2-billion-valuation-1851378157) — quartz (2024-04, reporting). six-fold revaluation coverage
- [option structure ($60b buy / $10b collab)](https://qz.com/spacex-buying-cursor-anysphere-60-billion-deal-061626) — quartz (2026-06-16, reporting). option structure ($60b buy / $10b collab); $29.3b series d nov 2025
- [scorecard: ~50% merged-code share at anthropic](https://blog.redwoodresearch.org/p/is-90-of-code-at-anthropic-being) — blog.redwoodresearch.org (2025, reference). scorecard: ~50% merged-code share at anthropic
- [first ai software engineer is bad at its job](https://www.theregister.com/software/2025/01/23/first-ai-software-engineer-is-bad-at-its-job/) — theregister.com (2025-01-23, reporting). "'first ai software engineer' is bad at its job"
- [quotes cognitions technical-preview-opening tweet](https://scitech.whatfinger.com/2024/04/17/devin-ai-stunning-release-was-the-debunking-devin-video-right-story-of-scott-wu-devin-ai-ceo/) — scitech.whatfinger.com (2024-04-17, reporting). quotes cognition's technical-preview-opening tweet
- [devins adoption stalled under competition](https://siliconangle.com/2025/04/03/cognition-ai-launches-revamped-coding-assistant-devin-2-0-much-lower-starting-price/) — siliconangle.com (2025-04-03, reporting). "devin's adoption stalled" under competition
- [us army/navy/nasa, servicenow, infosys, goldman users](https://www.siliconrepublic.com/business/devin-maker-cognition-raises-2bn-at-48bn-valuation) — silicon republic (2026-09-08, reporting). us army/navy/nasa, servicenow, infosys, goldman users; "humans as executives" direction
- [72-hour deal narrative](https://sloppish.com/the-72-hour-deal.html) — sloppish.com (2025-07, primary). 72-hour deal narrative; $250m figure


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

## Structured source and record data

````json
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````