#  @jeffreyhuber jeff jeff posts on X about ai, context engineering, engineering, llm the most. They currently have [-----] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours. ### Engagements: [-----] [#](/creator/twitter::15728306/interactions)  - [--] Week [------] +44% - [--] Month [-------] -64% - [--] Months [-------] -15% - [--] Year [---------] +2,255% ### Mentions: [--] [#](/creator/twitter::15728306/posts_active)  - [--] Week [--] +8.70% - [--] Month [--] +3.30% - [--] Months [---] +107% - [--] Year [---] +653% ### Followers: [-----] [#](/creator/twitter::15728306/followers)  - [--] Week [-----] +0.84% - [--] Month [-----] +2.70% - [--] Months [-----] +34% - [--] Year [-----] +85% ### CreatorRank: [---------] [#](/creator/twitter::15728306/influencer_rank)  ### Social Influence **Social category influence** [technology brands](/list/technology-brands) [stocks](/list/stocks) [finance](/list/finance) [social networks](/list/social-networks) [vc firms](/list/vc-firms) [gaming](/list/gaming) [fashion brands](/list/fashion-brands) [countries](/list/countries) [celebrities](/list/celebrities) [automotive brands](/list/automotive-brands) **Social topic influence** [ai](/topic/ai), [context engineering](/topic/context-engineering), [engineering](/topic/engineering), [llm](/topic/llm), [in the](/topic/in-the), [search](/topic/search), [prompt](/topic/prompt), [systems](/topic/systems), [model](/topic/model), [if you](/topic/if-you) **Top assets mentioned** [Microsoft Corp. (MSFT)](/topic/microsoft) [Uber Technologies, Inc. (UBER)](/topic/$uber) [Tesla, Inc. (TSLA)](/topic/tesla) [Alphabet Inc Class A (GOOGL)](/topic/$googl) [DoorDash Inc. (DASH)](/topic/doordash) ### Top Social Posts Top posts by engagements in the last [--] hours "the real spatial computing was embeddings all along" [X Link](https://x.com/jeffreyhuber/status/1623104044620455936) 2023-02-07T23:38Z [----] followers, [----] engagements "@narrowd so good" [X Link](https://x.com/jeffreyhuber/status/1674525334753136640) 2023-06-29T21:11Z [----] followers, [--] engagements "@johncoogan Is the webcam market good Seems like a C-tier market" [X Link](https://x.com/jeffreyhuber/status/1687890235034914816) 2023-08-06T12:38Z [----] followers, [---] engagements "@lateinteraction - here's how you'd do something handwriting a prompt - here's how you'd do the same kind of thing with DSPy" [X Link](https://x.com/jeffreyhuber/status/1694806608025690610) 2023-08-24T20:19Z [----] followers, [---] engagements "come build Chroma's product with me - We ship with unexpectedly high quality (consumer grade) - Chroma's product is a tool for thought - a new interface to support a new generation of software - Hundreds of thousands of developers use and love what we've made so far DM me" [X Link](https://x.com/jeffreyhuber/status/1696745691798974474) 2023-08-30T04:44Z [----] followers, [----] engagements "@mathemagic1an why not both" [X Link](https://x.com/jeffreyhuber/status/1701389937315328409) 2023-09-12T00:19Z [----] followers, [--] engagements "@spakhm ref checks are not primarily about technical ability correct" [X Link](https://x.com/jeffreyhuber/status/1703437708998377888) 2023-09-17T15:56Z [----] followers, [--] engagements "@avthars this isnt a fair comparison diskann has much different characteristics to HNSW . which I think you know" [X Link](https://x.com/jeffreyhuber/status/1706313308549026287) 2023-09-25T14:22Z [----] followers, [----] engagements "@kepano @ycombinator i think it would be gamed - despite any best efforts . and free loaders would sour the whole thing. i think it would have the reverse effect; hey im kinda mad at my cofounder oh well ill shut this down and take my lottery ticket" [X Link](https://x.com/jeffreyhuber/status/1712522488029261899) 2023-10-12T17:35Z [----] followers, [---] engagements "who else the very best developer docs (other than stripe)" [X Link](https://x.com/jeffreyhuber/status/1715775868688314827) 2023-10-21T17:03Z [----] followers, 18K engagements "@jakeottiger @chakra_ui chakra and tailwind are excellent examples" [X Link](https://x.com/jeffreyhuber/status/1715779238715150498) 2023-10-21T17:17Z [----] followers, [---] engagements "@findmyke In app comments What does that mean Like tooltips" [X Link](https://x.com/jeffreyhuber/status/1715846154204967237) 2023-10-21T21:42Z [----] followers, [---] engagements "@findmyke yeah docstrings + source code comments are underrated" [X Link](https://x.com/jeffreyhuber/status/1715851201529700478) 2023-10-21T22:03Z [----] followers, [--] engagements "@AstasiaMyers @MenloVentures this will go up as more (1) complex apps are built and more (2) apps need to reach production reliability" [X Link](https://x.com/jeffreyhuber/status/1724508822742638616) 2023-11-14T19:25Z [----] followers, [--] engagements "AI is currently in the "time-sharing mainframe" stage - but soon we will have a "PC on every desk" - and then things will get very interesting very quickly" [X Link](https://x.com/jeffreyhuber/status/1725257235230769355) 2023-11-16T20:59Z [----] followers, [----] engagements "@johncoogan "fill the earth and subdue it and have dominion over the fish of the sea and over the birds of the heavens and over every living thing that moves on the earth" - based" [X Link](https://x.com/jeffreyhuber/status/1729709846784610383) 2023-11-29T03:52Z [----] followers, [---] engagements ".@HammadTime and Liquan Pei go deep into novel aspects of Chroma's indexing and distributed systems thanks @andy_pavlo for hosting" [X Link](https://x.com/jeffreyhuber/status/1729710614283489524) 2023-11-29T03:55Z [----] followers, [----] engagements "The philosopher's stone is real but it's not turning metal into gold but sand into thought. Humanity's magnum opus https://en.wikipedia.org/wiki/Magnum_opus_(alchemy) https://en.wikipedia.org/wiki/Magnum_opus_(alchemy)" [X Link](https://x.com/jeffreyhuber/status/1734250315753648607) 2023-12-11T16:34Z [----] followers, [----] engagements "@rajko_rad @a16z @arthurmensch @GuillaumeLample @tlacroix6 @MistralAI @AnjneyMidha @BornsteinMatt nice" [X Link](https://x.com/jeffreyhuber/status/1734273036290007480) 2023-12-11T18:04Z [----] followers, [---] engagements "@wileycwj @soleio @trychroma the way to think about it is that the data inside a vector db is programming - it changes the behavior of the system. this is a new way of building software- and there are a lot of open questions" [X Link](https://x.com/jeffreyhuber/status/1734442696411058183) 2023-12-12T05:18Z [----] followers, [--] engagements "Chroma just crossed 1M downloads per month and is #1 in python #1 OSS in JS and now #1 in LangChain we have many exciting things planned for [----] come help us build it in SF - distributed systems - product engineering - design (visual and product) - developer relations https://www.notion.so/trychroma/careers-chroma-9d017c3007c7478ebd85bad854101497 https://twitter.com/LangChainAI/status/1737884196465782901/photo/3 https://www.notion.so/trychroma/careers-chroma-9d017c3007c7478ebd85bad854101497 https://twitter.com/LangChainAI/status/1737884196465782901/photo/3" [X Link](https://x.com/anyuser/status/1737888499385110838) 2023-12-21T17:31Z [----] followers, 34.9K engagements "i dont believe in artificial superintelligence. i do believe that we will have small fast cheap human-level reasoning models in [--] years" [X Link](https://x.com/anyuser/status/1738601371920675301) 2023-12-23T16:44Z [--] followers, [----] engagements "@pranavmarla ok super general intelligence" [X Link](https://x.com/jeffreyhuber/status/1738605769447092390) 2023-12-23T17:01Z [----] followers, [--] engagements "@pranavmarla its a large logical leap im not willing to make" [X Link](https://x.com/jeffreyhuber/status/1738608563461759361) 2023-12-23T17:12Z [----] followers, [--] engagements "Microsoft wanted to make Google dance. but I think it's actually going to be Perplexity" [X Link](https://x.com/anyuser/status/1745234424873337339) 2024-01-11T00:01Z [----] followers, 917.1K engagements "@AbhayVenkatesh1" [X Link](https://x.com/jeffreyhuber/status/1747438920449867938) 2024-01-17T02:01Z [----] followers, [--] engagements "@jaltma i always think about this" [X Link](https://x.com/jeffreyhuber/status/1747724038733185166) 2024-01-17T20:54Z [----] followers, 14K engagements "@akothari congrats" [X Link](https://x.com/jeffreyhuber/status/1747834683730325516) 2024-01-18T04:13Z [----] followers, [---] engagements "@softwaredoug chroma should probably be on your list :)" [X Link](https://x.com/jeffreyhuber/status/1750329285515325629) 2024-01-25T01:26Z [----] followers, [---] engagements "@RichardMCNgo Thiel isn't referencing maximal mimetic acquisitiveness he is referencing maximal singular positive impact on the future of humanity. more here" [X Link](https://x.com/jeffreyhuber/status/1752421381655130167) 2024-01-30T19:59Z [----] followers, [---] engagements "@natfriedman might want to update website with this factoid" [X Link](https://x.com/jeffreyhuber/status/1752831548334932356) 2024-01-31T23:09Z [----] followers, [----] engagements "@sdand if you die in AVP you die in real life" [X Link](https://x.com/jeffreyhuber/status/1754923614951047616) 2024-02-06T17:42Z [----] followers, [--] engagements "@zeeg apple and snowflake" [X Link](https://x.com/jeffreyhuber/status/1757812887564005752) 2024-02-14T17:03Z [----] followers, [---] engagements "ive heard from multiple people *independently* in the past week that: "yes github is a distributed company but the core of github was built by [--] people in a room in san francisco."" [X Link](https://x.com/jeffreyhuber/status/1761070745835450874) 2024-02-23T16:49Z [----] followers, [----] engagements "@srnlrsn it doesnt happen today with social networks / graphs though there was a time that everyone thought it would work. i think its a prisoners dilemma. the temptation for any platform is always to horde" [X Link](https://x.com/jeffreyhuber/status/1761451205916823681) 2024-02-24T18:01Z [----] followers, [--] engagements "@stevekrouse ibm plex mono is also great" [X Link](https://x.com/jeffreyhuber/status/1781056165339893849) 2024-04-18T20:24Z [----] followers, [--] engagements "heres one way to think about fine-tuning - the vast majority of computers use general purpose CPUs - some contexts that are extremely sensitive to cost or speed (edge HFT etc) use ASICs FPGAs simple cpus etc the same is true for LLMs im long fine-tuning but mostly as a last mile performance optimization Emmanuel elaborates why he's increasingly bearish on fine-tuning in this talk: Why Fine-Tuning is Dead I am not as bearish which is why I think the talk is interesting https://t.co/HfB7PWmb0B https://t.co/SXD95dQ0mK Emmanuel elaborates why he's increasingly bearish on fine-tuning in this talk:" [X Link](https://x.com/jeffreyhuber/status/1799096051665949086) 2024-06-07T15:08Z [----] followers, [---] engagements "@MadelineNotes does counterstrike count" [X Link](https://x.com/jeffreyhuber/status/1800590274730840185) 2024-06-11T18:05Z [----] followers, [--] engagements "@ShadajL @databricks sent you an email this new name is going to cause extreme confusion with https://x.com/jeffreyhuber/status/1820928040978808899 getting together some folks interested in systems engineering in SF - excited to learn more about pingcap alluxio and ray limited space for the 1st one link in replies (b/c algo) (very much inspired by @eatonphil) https://t.co/irIYSe6D1m https://x.com/jeffreyhuber/status/1820928040978808899 getting together some folks interested in systems engineering in SF - excited to learn more about pingcap alluxio and ray limited space for the 1st one link in" [X Link](https://x.com/jeffreyhuber/status/1822690658639020076) 2024-08-11T17:44Z [----] followers, [---] engagements "the first SF Systems group was so fun numerous folks said it was the best meetup they had been to in a long time all credits to our speakers: @shenli3514 Bin Fan and @ClarkKZinzow please pencil in Tuesday the 17th for the next one - get on the list at https://www.sfsystems.xyz/ getting together some folks interested in systems engineering in SF - excited to learn more about pingcap alluxio and ray limited space for the 1st one link in replies (b/c algo) (very much inspired by @eatonphil) https://t.co/irIYSe6D1m https://www.sfsystems.xyz/ getting together some folks interested in systems" [X Link](https://x.com/jeffreyhuber/status/1826485393795285404) 2024-08-22T05:03Z [----] followers, [----] engagements "@RichardSocher id wager the terrain in switzerland demands this (few alternate routes through mountains)" [X Link](https://x.com/jeffreyhuber/status/1827072519746285889) 2024-08-23T19:56Z [----] followers, [--] engagements "@ankrgyl @braintrustdata what do you *not* OSS" [X Link](https://x.com/jeffreyhuber/status/1828538219547500544) 2024-08-27T21:00Z [----] followers, [--] engagements "@yrechtman power law stays winning" [X Link](https://x.com/jeffreyhuber/status/1831429071785664662) 2024-09-04T20:28Z [----] followers, [----] engagements "this is an airship not a blimp Chat we're sorry we let you down. We've covered nuclear cargo submarines nuclear cargo ships nuclear aircraft nuclear rockets. But we've neglected the most awesome segment nuclear blimps. If the blimp could gather water it could stay afloat for decades / until material https://t.co/ga8xKgBNvl Chat we're sorry we let you down. We've covered nuclear cargo submarines nuclear cargo ships nuclear aircraft nuclear rockets. But we've neglected the most awesome segment nuclear blimps. If the blimp could gather water it could stay afloat for decades / until material" [X Link](https://x.com/jeffreyhuber/status/1841956147315814713) 2024-10-03T21:39Z [----] followers, [---] engagements "interesting how many famous VC firms have privately terrible reputations what explains this" [X Link](https://x.com/anyuser/status/1845176525005652365) 2024-10-12T18:55Z [----] followers, 107.1K engagements "if you arent chatting with your customers across whatsapp signal iMessage slack discord email and twitter DM why not" [X Link](https://x.com/jeffreyhuber/status/1849581805525217740) 2024-10-24T22:40Z [----] followers, [---] engagements "Chroma is the ubiquitous open-source standard for retrieval - loved by millions of developers. our team is the best engineering team ive ever seen. we are hiring ambitious early-career engineers (rust python typescript) - DM me" [X Link](https://x.com/jeffreyhuber/status/1854211671532994656) 2024-11-06T17:18Z [----] followers, [----] engagements "SF Systems Group is merging with SF Systems Club π₯³ Chroma is hosting the November meetup with talks from @alexkrentsel and @qianl_cs Hope to see you there https://lu.ma/lhuuiur5 https://lu.ma/lhuuiur5" [X Link](https://x.com/jeffreyhuber/status/1856424124404641958) 2024-11-12T19:49Z [----] followers, [----] engagements "i like how ai agents is rediscovering all the best practices of industrial and systems engineering" [X Link](https://x.com/jeffreyhuber/status/1860839100368261265) 2024-11-25T00:13Z [----] followers, [----] engagements "this my contribution to the discourse The chill guy adapts himself to the world; the not chill guy persists in trying to adapt the world to himself. Therefore all progress depends on the not chill guy" [X Link](https://x.com/jeffreyhuber/status/1861248483480739901) 2024-11-26T03:19Z [----] followers, [--] engagements "i think about this paper almost every day "Hidden Technical Debt in Machine Learning Systems" published in 2015" [X Link](https://x.com/jeffreyhuber/status/1864739099116212692) 2024-12-05T18:30Z [----] followers, [---] engagements "@kane iirc the original tweet was photoshopped" [X Link](https://x.com/jeffreyhuber/status/1865115318395507012) 2024-12-06T19:25Z [----] followers, [--] engagements "we will rebuild #sftornado" [X Link](https://x.com/jeffreyhuber/status/1868032917718667583) 2024-12-14T20:38Z [----] followers, [---] engagements "@charles_irl pip install is the way" [X Link](https://x.com/jeffreyhuber/status/1869903921227129316) 2024-12-20T00:33Z [----] followers, [---] engagements "@skupor @pmarca @bhorowitz @a16z congrats Scott" [X Link](https://x.com/jeffreyhuber/status/1870963994456162462) 2024-12-22T22:45Z [----] followers, [---] engagements "agents mean that for the first time - operating systems need to be natively multiplayer" [X Link](https://x.com/anyuser/status/1871262279788028259) 2024-12-23T18:31Z [----] followers, 45.1K engagements "@HSVSphere lol. its more about collaborative access to the pools of data and same applications for mutating them" [X Link](https://x.com/jeffreyhuber/status/1871777000832307636) 2024-12-25T04:36Z [----] followers, [---] engagements "@EdwardMehr grok too" [X Link](https://x.com/jeffreyhuber/status/1878203958625489331) 2025-01-11T22:14Z [----] followers, [--] engagements "@atroyn recurring actions AGI got CRON" [X Link](https://x.com/jeffreyhuber/status/1879267289935348220) 2025-01-14T20:40Z [----] followers, [---] engagements "@ZoharAtkins lol the fact it makes people angry is why it has value" [X Link](https://x.com/jeffreyhuber/status/1880092742119989473) 2025-01-17T03:20Z [----] followers, [--] engagements "mildly interesting" [X Link](https://x.com/anyuser/status/1890861308628627627) 2025-02-15T20:30Z [----] followers, 2.3M engagements "@alessio_joseph imagine if this was board formed" [X Link](https://x.com/jeffreyhuber/status/1904592964078420296) 2025-03-25T17:55Z [----] followers, [---] engagements "@benhylak tbh this segmentation map isnt that good either compared to actual SOTA segmentation" [X Link](https://x.com/jeffreyhuber/status/1906760681292259757) 2025-03-31T17:29Z [----] followers, [--] engagements "@benhylak the uncanny valley of AI is long and winding" [X Link](https://x.com/jeffreyhuber/status/1906760722815807650) 2025-03-31T17:29Z [----] followers, [--] engagements "stop making "memory for AI" so complicated and drowning it in abstractions the basic primitives are: [--]. extractor: LLM that decides what is important to remember from an interaction [--]. writer: LLM that writes data so that it is recallable in the future that's it - [--] LLM calls" [X Link](https://x.com/anyuser/status/1912536156362928571) 2025-04-16T15:58Z [----] followers, 44.6K engagements "there are not "kinds" of memory from a technical perspective AI applications should: - get better at tasks over time by introspecting successes and failures - get better at user preferences over time by introspecting success and failures (a task itself) call it alignment" [X Link](https://x.com/jeffreyhuber/status/1912538789475750302) 2025-04-16T16:09Z [----] followers, [----] engagements "@soleio clear eyes full hearts cant lose" [X Link](https://x.com/jeffreyhuber/status/1912685309193777379) 2025-04-17T01:51Z [----] followers, [--] engagements "vibe coding feels like this" [X Link](https://x.com/jeffreyhuber/status/1923779154786517339) 2025-05-17T16:34Z [----] followers, [----] engagements "have some really exciting applied research to share on context window utilization in the coming weeks" [X Link](https://x.com/jeffreyhuber/status/1924603799517458603) 2025-05-19T23:11Z [----] followers, [----] engagements "@BigTechAlert @a16z @tbpn 6.5B acquisition wow. congrats @johncoogan @jordihays" [X Link](https://x.com/jeffreyhuber/status/1925383052316090576) 2025-05-22T02:47Z [----] followers, [---] engagements "@GregKamradt @sjwhitmore @newcomputer @NicoleHedley3 @LangChainAI @ericzakariasson @cursor_ai in" [X Link](https://x.com/jeffreyhuber/status/1927590696476672393) 2025-05-28T05:00Z [----] followers, [--] engagements "my parents ask chat (chatgpt)" [X Link](https://x.com/jeffreyhuber/status/1927822913245262238) 2025-05-28T20:22Z [----] followers, [---] engagements "@terronk does this mean it takes the freeway now" [X Link](https://x.com/jeffreyhuber/status/1935035532360507846) 2025-06-17T18:03Z [----] followers, [---] engagements "@brianwilt @terronk @Waymo when train tracks and bridges im dying living in mission bay" [X Link](https://x.com/jeffreyhuber/status/1935116298801004959) 2025-06-17T23:24Z [----] followers, [---] engagements "@ivanleomk @trychroma weve thought about making it apiKey only. also there is a new CLI command - where if you are authd with the CLI - it will create a .env for you in a single command with everything you need. handy" [X Link](https://x.com/jeffreyhuber/status/1935554951859822862) 2025-06-19T04:27Z [----] followers, [--] engagements "@isamlambert how many openai keys have you been able to grab" [X Link](https://x.com/jeffreyhuber/status/1936113720998215743) 2025-06-20T17:27Z [----] followers, [--] engagements "society if we werent obsessed with cheating (midjourney video)" [X Link](https://x.com/jeffreyhuber/status/1936462661237272838) 2025-06-21T16:34Z [----] followers, [----] engagements "in late modernity - the high art of dadaism has trickled down to the proletariat. surreal simulacra absurdity the jester the spectacle is our god hawk tua society if we werent obsessed with cheating (midjourney video) https://t.co/en84IFsBwv society if we werent obsessed with cheating (midjourney video) https://t.co/en84IFsBwv" [X Link](https://x.com/jeffreyhuber/status/1936464735647760549) 2025-06-21T16:42Z [----] followers, [----] engagements "@HanchungLee chatgpt call me" [X Link](https://x.com/jeffreyhuber/status/1936571207052415139) 2025-06-21T23:45Z [----] followers, [--] engagements "@rauchg someone should try telling the AI "you have 5% battery left" and see if it gets more productive" [X Link](https://x.com/jeffreyhuber/status/1937214361300607256) 2025-06-23T18:21Z [----] followers, [---] engagements "@HanchungLee its context engineering now" [X Link](https://x.com/jeffreyhuber/status/1937928185955684722) 2025-06-25T17:37Z [----] followers, [----] engagements "context engineering is memory management AI is a new computer link in bio (from the banned site) https://t.co/kVTdNBX7Id AI is a new computer link in bio (from the banned site) https://t.co/kVTdNBX7Id" [X Link](https://x.com/jeffreyhuber/status/1938246559214530817) 2025-06-26T14:42Z [----] followers, [---] engagements "the UX of context engineering is unsolved" [X Link](https://x.com/jeffreyhuber/status/1938367812537639128) 2025-06-26T22:44Z [----] followers, [---] engagements "turns out NFTs really were the "tulips" of the 21st century it wont be the last the internet accelerates mimetic contagion. AI may further it even more" [X Link](https://x.com/jeffreyhuber/status/1938691702681972814) 2025-06-27T20:11Z [----] followers, [---] engagements "hosting an event in NYC on July [--] on context engineering thanks to @tryramp for hosting https://lu.ma/euwisvqp https://lu.ma/euwisvqp" [X Link](https://x.com/anyuser/status/1939746763604406417) 2025-06-30T18:04Z [----] followers, 22.1K engagements "@soleio caffeine is context engineering" [X Link](https://x.com/jeffreyhuber/status/1940431014104625598) 2025-07-02T15:22Z [----] followers, [---] engagements "context engineering implies the existence of a context engine" [X Link](https://x.com/jeffreyhuber/status/1940497075252384239) 2025-07-02T19:45Z [----] followers, [---] engagements "@sriramsubram so true a culture that celebrates thinking ahead defensive design uncovering small things proactive mitigations blameless post mortems team wide ownership reliability is a craft i think you cant have a toxic culture and great reliability" [X Link](https://x.com/jeffreyhuber/status/1940796201823359230) 2025-07-03T15:34Z [----] followers, [--] engagements "@jxnlco prompt optimization remains extremely underrated and surprisingly ignored excited for this" [X Link](https://x.com/jeffreyhuber/status/1941324959365923117) 2025-07-05T02:35Z [----] followers, [----] engagements "@HipCityReg getting one shotted should be low status" [X Link](https://x.com/jeffreyhuber/status/1941588341264105877) 2025-07-05T20:01Z [----] followers, [---] engagements "great to be back in new york excited about our sold-out context engineering event tomorrow night" [X Link](https://x.com/anyuser/status/1942012806183706701) 2025-07-07T00:08Z [----] followers, 11.9K engagements "tournament selection will become extremely popular as costs fall and speeds increase Building slide decks automatically using AI: Alex Shevchenko from Ramp shares how they use story design and tournament selection to make great decks. https://t.co/GQZTtYJYGy Building slide decks automatically using AI: Alex Shevchenko from Ramp shares how they use story design and tournament selection to make great decks. https://t.co/GQZTtYJYGy" [X Link](https://x.com/jeffreyhuber/status/1943462020218785884) 2025-07-11T00:07Z [----] followers, [----] engagements "this talk will go down as seminal in the history of context engineering get in early We cant call it engineering if we cant predict when it breaks. Context engineering turns vibes-based prompting into systems thinking. Chroma CTO Hammad Bashir shares his thoughts on Context Engineering. https://t.co/jDnRP6h7Jh We cant call it engineering if we cant predict when it breaks. Context engineering turns vibes-based prompting into systems thinking. Chroma CTO Hammad Bashir shares his thoughts on Context Engineering. https://t.co/jDnRP6h7Jh" [X Link](https://x.com/jeffreyhuber/status/1943705161970712583) 2025-07-11T16:13Z [----] followers, [----] engagements "@thegarrettscott @pipedream_labs it had better not be a vibe coding app" [X Link](https://x.com/jeffreyhuber/status/1944477108954353891) 2025-07-13T19:20Z [----] followers, [---] engagements "every app builder i talk to knows intuitively that context window rot happens - now they have the proof this report will give developers better intuition over what works today and give model labs a northstar to improve the utility of models Introducing our latest technical report: Context Rot - How Increasing Input Tokens Impacts LLM Performance Our results reveal that models do not use their context uniformly. full report in replies https://t.co/9PINLM5Ltd Introducing our latest technical report: Context Rot - How Increasing Input Tokens Impacts LLM Performance Our results reveal that models" [X Link](https://x.com/anyuser/status/1944836200994627698) 2025-07-14T19:07Z [----] followers, 13.4K engagements "i think about this a lot" [X Link](https://x.com/anyuser/status/1945522449719734605) 2025-07-16T16:34Z [----] followers, 217.2K engagements "i dont have a soundcloud - but this is what we are aspiring to at @trychroma - http://trychroma.com http://trychroma.com" [X Link](https://x.com/jeffreyhuber/status/1945594352295633064) 2025-07-16T21:20Z [----] followers, [----] engagements "@ahmedshubber25 cool just like theranos" [X Link](https://x.com/jeffreyhuber/status/1945628526394200554) 2025-07-16T23:36Z [----] followers, [----] engagements "@emilsnotes rag is dead context engineering is king now (its the same thing)" [X Link](https://x.com/jeffreyhuber/status/1945835340448547015) 2025-07-17T13:17Z [----] followers, [--] engagements "@brian_lovin they should add globglogabgalabing next https://hypebeast.com/2021/9/kanye-west-donda-remote-control-globglogabgalab-sample-explained-info https://hypebeast.com/2021/9/kanye-west-donda-remote-control-globglogabgalab-sample-explained-info" [X Link](https://x.com/jeffreyhuber/status/1945965934566379906) 2025-07-17T21:56Z [----] followers, [---] engagements "increasingly of the opinion that the only building material that wears well is stone Simple and elegant social housing in Mallorca. Glulam frame with robust but beautiful finishes. [--] apartments by Vivas Arquitectos https://t.co/NeH2BHboIB Simple and elegant social housing in Mallorca. Glulam frame with robust but beautiful finishes. [--] apartments by Vivas Arquitectos https://t.co/NeH2BHboIB" [X Link](https://x.com/jeffreyhuber/status/1946299676711350345) 2025-07-18T20:02Z [----] followers, [----] engagements "@leerob context engineering clan lets go" [X Link](https://x.com/jeffreyhuber/status/1947470707014947057) 2025-07-22T01:36Z [----] followers, [---] engagements "@Ugo_alves someone will write an op-ed called bowling ailone in the next year" [X Link](https://x.com/jeffreyhuber/status/1948139568856977649) 2025-07-23T21:54Z [----] followers, [--] engagements "you no longer have to wonder if there will be more software and more software engineers because of ai: vibe coding ARR is your answer" [X Link](https://x.com/jeffreyhuber/status/1948829480652558434) 2025-07-25T19:35Z [----] followers, [---] engagements "@mitch_troy yes and no context engineering is half software (can reason ahead of time) and half ML (have to poke at it and see what happens)" [X Link](https://x.com/jeffreyhuber/status/1949572212215943607) 2025-07-27T20:46Z [----] followers, [--] engagements "@mitch_troy ill finish my coffee π«‘" [X Link](https://x.com/jeffreyhuber/status/1949575183519687151) 2025-07-27T20:58Z [----] followers, [--] engagements "magic [--] ball but its an LLM inside that will tell you what its thinking" [X Link](https://x.com/jeffreyhuber/status/1949582052673925584) 2025-07-27T21:25Z [----] followers, [----] engagements "at VC@seed gets squeezed VC incubations are on the rise" [X Link](https://x.com/jeffreyhuber/status/1949931305640271916) 2025-07-28T20:33Z [----] followers, [----] engagements "@barakwidawsky its context engineering now" [X Link](https://x.com/jeffreyhuber/status/1950041337622896745) 2025-07-29T03:50Z [----] followers, [--] engagements "@pashmerepat rag is dead long live context engineering" [X Link](https://x.com/jeffreyhuber/status/1951085833152504012) 2025-08-01T01:01Z [----] followers, [---] engagements "i love driving by marin county civic center on [---] (designed by frank lloyd wright [--] years ago) can you imagine how banal this building would be if it was built in 2025" [X Link](https://x.com/anyuser/status/1951806868340564240) 2025-08-03T00:46Z [----] followers, [----] engagements "@charles_irl @altryne @sh_reya i like to think the trappist monks originated this while copying manuscripts in medieval scriptoria" [X Link](https://x.com/jeffreyhuber/status/1951822418634555685) 2025-08-03T01:48Z [----] followers, [--] engagements "scooters didnt work ghost kitchens didnt work nfts didnt work" [X Link](https://x.com/anyuser/status/1951835646638932193) 2025-08-03T02:40Z [----] followers, 173.9K engagements "@saasapologist @MrBeast you cant trust food from a restaurant that doesnt have a brick and mortar location" [X Link](https://x.com/jeffreyhuber/status/1951844384145870971) 2025-08-03T03:15Z [----] followers, [----] engagements "@skeptrune MCP might be next - kinda feels like it" [X Link](https://x.com/jeffreyhuber/status/1951844434468798834) 2025-08-03T03:15Z [----] followers, [----] engagements "@saasapologist @MrBeast @skeptrune" [X Link](https://x.com/jeffreyhuber/status/1951844749675037021) 2025-08-03T03:17Z [----] followers, [---] engagements "@darshil36 proof" [X Link](https://x.com/jeffreyhuber/status/1951854175836586203) 2025-08-03T03:54Z [----] followers, [----] engagements "new meme format Zumwalt didnt work LCS didnt work Outsourcing our Merchant Marine to China didnt work Zumwalt didnt work LCS didnt work Outsourcing our Merchant Marine to China didnt work" [X Link](https://x.com/jeffreyhuber/status/1952099351100334222) 2025-08-03T20:08Z [----] followers, [----] engagements "@BenjDicken feels like the blog post should actually go into the tradeoffs in design here. its not like aurora was designed by idiots. they were optimizing for something else. you should teach me that - and then convince me i want to optimize what planetscale optimizes for not aurora" [X Link](https://x.com/jeffreyhuber/status/1952540605034406155) 2025-08-05T01:22Z [----] followers, [---] engagements "we have a ton of awesome SF systems events planned this fall sign up for this one and subscribe to the feed The SF Systems Meetup is back for another year of great talks Join us next week for talks from the Cassandra team at Apple and @marimo_io Thanks @daftengine for hosting and @AmplifyPartners for food https://t.co/25FCL3QDdh The SF Systems Meetup is back for another year of great talks Join us next week for talks from the Cassandra team at Apple and @marimo_io Thanks @daftengine for hosting and @AmplifyPartners for food https://t.co/25FCL3QDdh" [X Link](https://x.com/jeffreyhuber/status/1952756127441080631) 2025-08-05T15:38Z [----] followers, [----] engagements "@BasedBeffJezos pretty sure this is just vin diesel" [X Link](https://x.com/jeffreyhuber/status/1952798036578714095) 2025-08-05T18:25Z [----] followers, [--] engagements "multiple replies suggest trying gpt2 era models these are "low-RLHF-background weights" https://en.wikipedia.org/wiki/Low-background_steel https://en.wikipedia.org/wiki/Low-background_steel" [X Link](https://x.com/anyuser/status/1953170479843569976) 2025-08-06T19:05Z [----] followers, 29.6K engagements "@fabianstelzer ideally it would be a system prompt so i dont have to type it out each time" [X Link](https://x.com/anyuser/status/1953170704431759524) 2025-08-06T19:05Z [----] followers, 20.6K engagements "a full post on "The Rise of Context Engineering" on the forbidden website shout out to @dbreunig and @skeptrune for giving me feedback on drafts of this https://jeffhuber.substack.com/p/the-rise-of-context-engineering https://jeffhuber.substack.com/p/the-rise-of-context-engineering" [X Link](https://x.com/jeffreyhuber/status/1953482194992644371) 2025-08-07T15:43Z [----] followers, [----] engagements "@garybasin depends on the model task context-window size etc" [X Link](https://x.com/jeffreyhuber/status/1953486835549909253) 2025-08-07T16:02Z [----] followers, [--] engagements "is AI going to make this better or worse Christ this data is so grim: "The troubling decline in conscientiousness. A critical life skill is fading out and especially fast among young adults." https://t.co/gOKhcpzAaB Christ this data is so grim: "The troubling decline in conscientiousness. A critical life skill is fading out and especially fast among young adults." https://t.co/gOKhcpzAaB" [X Link](https://x.com/jeffreyhuber/status/1953896155085255136) 2025-08-08T19:08Z [----] followers, [----] engagements "@shiraeis nah hes a chroma investor" [X Link](https://x.com/jeffreyhuber/status/1954289717404697063) 2025-08-09T21:12Z [----] followers, [----] engagements "@alessio_joseph ok but actually - is SOTA for finding a typeface scrolling through figma fonts this feels like an unsolved problem to me" [X Link](https://x.com/jeffreyhuber/status/1954925079659454800) 2025-08-11T15:17Z [----] followers, [--] engagements "@tszzl search was hard but now its not https://x.com/trychroma/status/1957523079938339163 Introducing Chroma Cloud: an open-source serverless search database that is fast cost-effective scalable and reliable. https://t.co/V47pMCkHAE https://x.com/trychroma/status/1957523079938339163 Introducing Chroma Cloud: an open-source serverless search database that is fast cost-effective scalable and reliable. https://t.co/V47pMCkHAE" [X Link](https://x.com/jeffreyhuber/status/1957527374712787141) 2025-08-18T19:37Z [----] followers, [----] engagements "@tnm i think the next nvidia will get started at an applebees" [X Link](https://x.com/jeffreyhuber/status/1957584129488289978) 2025-08-18T23:23Z [----] followers, [--] engagements "@w3stmacc @trychroma are you referring to how many metadata keys you can index the size of metadata values would love your feedback on how we can improve" [X Link](https://x.com/jeffreyhuber/status/1957899587253084632) 2025-08-19T20:16Z [----] followers, [--] engagements "@traestephens @TheZellerfelds @Nike @Zellerfella these are actually sick" [X Link](https://x.com/jeffreyhuber/status/1957959342935945436) 2025-08-20T00:14Z [----] followers, [--] engagements "@arafatkatze @cline im not in this thread to hawk chroma" [X Link](https://x.com/jeffreyhuber/status/1957986017098756123) 2025-08-20T02:00Z [----] followers, [----] engagements "@arafatkatze @andrew_melby @cline π our research is focused elsewhere right now but many AI coding companies already love Chroma for its trigram-accelerated regex search and copy-on-write forking (for easy fast versions)" [X Link](https://x.com/jeffreyhuber/status/1958008383631405321) 2025-08-20T03:29Z [----] followers, [--] engagements "are there questions you would pay AI $1000 to answer if so what kind" [X Link](https://x.com/jeffreyhuber/status/1958742444230459763) 2025-08-22T04:06Z [----] followers, [----] engagements "@skeptrune @itsnoahd starbucks points" [X Link](https://x.com/jeffreyhuber/status/1962291612668825881) 2025-08-31T23:09Z [----] followers, [--] engagements "@0xblacklight it can be done well https://research.trychroma.com/generative-benchmarking https://research.trychroma.com/generative-benchmarking" [X Link](https://x.com/jeffreyhuber/status/1962961411656855948) 2025-09-02T19:30Z [----] followers, [--] engagements "@paging_cora stockholm syndrome is real ok" [X Link](https://x.com/jeffreyhuber/status/1963021845042741592) 2025-09-02T23:30Z [----] followers, [---] engagements "@corbtt @OpenPipeAI @CoreWeave exciting" [X Link](https://x.com/jeffreyhuber/status/1963383497680457953) 2025-09-03T23:27Z [----] followers, [--] engagements "@JustJake this is my thought every single time i see these numbers" [X Link](https://x.com/jeffreyhuber/status/1963395441040789998) 2025-09-04T00:15Z [----] followers, [---] engagements "@JustJake real estate in SF is going to go CRAZY" [X Link](https://x.com/jeffreyhuber/status/1963395484149776392) 2025-09-04T00:15Z [----] followers, [--] engagements "@skylar_b_payne More like Loser - Donald J Trump" [X Link](https://x.com/jeffreyhuber/status/1964888833151176892) 2025-09-08T03:09Z [----] followers, [---] engagements "@liminal_context @justin65645277 @trychroma and @justin65645277 - we think that code is a much better source of truth than docs - the LLMs can handle it" [X Link](https://x.com/jeffreyhuber/status/1965983840985649270) 2025-09-11T03:40Z [----] followers, [--] engagements "snippet from an essay im working on We are living through the great forgetting. The institutions that once embodied transcendent purpose now serve only their own perpetuation. The horizon of civilization has contracted to the quarterly earnings call. We mistake movement for progress iteration for transformation" [X Link](https://x.com/anyuser/status/1967995606271730023) 2025-09-16T16:54Z [----] followers, 41.5K engagements "@grinich @john_c_palmer eh this is oakley" [X Link](https://x.com/jeffreyhuber/status/1968455569196421266) 2025-09-17T23:22Z [----] followers, [--] engagements "timeline cleanse" [X Link](https://x.com/jeffreyhuber/status/1968686729205809267) 2025-09-18T14:41Z [----] followers, [----] engagements "new essay from me a play on founder as victim founder as God (Thiel) https://jeffhuber.substack.com/p/founder-as-prophet-founder-as-priest https://jeffhuber.substack.com/p/founder-as-prophet-founder-as-priest" [X Link](https://x.com/anyuser/status/1969117088527581499) 2025-09-19T19:11Z [----] followers, 93.7K engagements "eero saarinen one of the best to ever do it" [X Link](https://x.com/jeffreyhuber/status/1969131500571336934) 2025-09-19T20:08Z [----] followers, [----] engagements "which one of you did this" [X Link](https://x.com/anyuser/status/1969831312300413313) 2025-09-21T18:29Z [----] followers, 57.4K engagements "@JoshuaKushner great name my first-born is named Raina and Florence was our 2nd choice" [X Link](https://x.com/jeffreyhuber/status/1969915339782959129) 2025-09-22T00:03Z [----] followers, [---] engagements "@growing_daniel straight from alibaba to your garage" [X Link](https://x.com/jeffreyhuber/status/1971934222047969552) 2025-09-27T13:45Z [----] followers, [--] engagements "third - open-source on the data-plane surprise surprise - no fortune [---] loves the idea of code running inside their environment they can't security scan or see or control. they want security and continuity - and your black-box binary is neither" [X Link](https://x.com/jeffreyhuber/status/1971966212625388036) 2025-09-27T15:52Z [----] followers, [---] engagements "the industry owes a lot of credit to databricks for blazing the path here - here is how they think about it" [X Link](https://x.com/jeffreyhuber/status/1971966503437406690) 2025-09-27T15:53Z [----] followers, [---] engagements "DunningKruger would have loved generative AI" [X Link](https://x.com/jeffreyhuber/status/1973931333568364812) 2025-10-03T02:01Z [----] followers, [----] engagements "agents today dont know the grammar the corpus therefore it follow they will not use lexical search tools very effectively therefore it follows that they will stand to benefit from the semantic expansion that dense embeddings provide but you dont have to believe me - this is a very simple thing to write an eval for to prove - and we have. watch this space" [X Link](https://x.com/jeffreyhuber/status/1974522427150627166) 2025-10-04T17:10Z [----] followers, [---] engagements "@didier_lopes eventually the saudi money runs out" [X Link](https://x.com/jeffreyhuber/status/1974531579348492726) 2025-10-04T17:46Z [----] followers, [---] engagements "@michael_chomsky the top became a tool probably the most important tool" [X Link](https://x.com/jeffreyhuber/status/1974673507117404545) 2025-10-05T03:10Z [----] followers, [---] engagements "A Straussian reading of Brautigan's famous poem. He wrote this poem during the period where he was living in San Francisco and getting divorced from his first wife due to his alcoholism depression and physical abuse. His ex-wife and only daughter [--] had moved to Hawaii. - It's a dark fairy tale - Brautigan repeats over and over that he "likes" to think of things which have no bearing on reality. - He predicts death & dehumanization - "joined back to nature" echos "from dust to dust". A return back to animality implies that which made humanity special (eg labor) is now gone. - Grace is a" [X Link](https://x.com/jeffreyhuber/status/1974933867607044459) 2025-10-05T20:25Z [----] followers, [---] engagements "@sgondala2 @a16z @joeschmidtiv @astrange @furtheraicom congrats" [X Link](https://x.com/jeffreyhuber/status/1975601114818224225) 2025-10-07T16:36Z [----] followers, [---] engagements "@hwchase17 i think youre right" [X Link](https://x.com/jeffreyhuber/status/1975608715425489112) 2025-10-07T17:06Z [----] followers, [---] engagements "thank you @tamarawinter and @dwarkesh_sp π«Άπ»" [X Link](https://x.com/anyuser/status/1976016784173183167) 2025-10-08T20:08Z [----] followers, [----] engagements "@ovaistariq @sparkcapital @a16z @BasisSet congrats" [X Link](https://x.com/jeffreyhuber/status/1976368063974183008) 2025-10-09T19:24Z [----] followers, [--] engagements "marx was right you must seize the memes of production" [X Link](https://x.com/jeffreyhuber/status/1976743512612995461) 2025-10-10T20:15Z [----] followers, [----] engagements "@ProductThor say more about the context engineering and relevance piece" [X Link](https://x.com/jeffreyhuber/status/1977512490859942260) 2025-10-12T23:11Z [----] followers, [--] engagements "im so tired of the 30-page ai-slop brain-rot around RAG here - i solved it for you. this simple graphic tells you everything you need to know. I wrote [--] months ago that RAG might be dead. That was after an aha moment with Geminis 1M context window - running 200+ page docs through it and being impressed with the accuracy. But I didnt have skin in the game. @nicbstme does. He just published an excellent piece: "The https://t.co/Q9fIhL6vcE I wrote [--] months ago that RAG might be dead. That was after an aha moment with Geminis 1M context window - running 200+ page docs through it and being" [X Link](https://x.com/anyuser/status/1974512124518174837) 2025-10-04T16:29Z [----] followers, 125.6K engagements "AI is reasoning plus search Once you subtract factual knowledge intuition (heuristic knowledge and skill) and compute (the capacity to execute systematic search) do any other parts of intelligence remain Once you subtract factual knowledge intuition (heuristic knowledge and skill) and compute (the capacity to execute systematic search) do any other parts of intelligence remain" [X Link](https://x.com/jeffreyhuber/status/1975673406680146403) 2025-10-07T21:23Z [----] followers, [----] engagements "@schrockn @dexhorthy graphql is dynamic minimal context selection" [X Link](https://x.com/jeffreyhuber/status/1976294520473165984) 2025-10-09T14:31Z [----] followers, [--] engagements "the next great limiter in AI is great search today's AI feels smart enough for most tasks of up to a few minutes in duration and when it can't get the job done it's often because it lacks sufficient background context for even a very capable human to succeed today's AI feels smart enough for most tasks of up to a few minutes in duration and when it can't get the job done it's often because it lacks sufficient background context for even a very capable human to succeed" [X Link](https://x.com/anyuser/status/1977433763085980112) 2025-10-12T17:58Z [----] followers, 28.2K engagements "@grant_brewster the bible the iliad shakespeare" [X Link](https://x.com/jeffreyhuber/status/1979959368729985288) 2025-10-19T17:14Z [----] followers, [--] engagements "@mlejva resist being a normie" [X Link](https://x.com/jeffreyhuber/status/1979975544172372362) 2025-10-19T18:18Z [----] followers, [--] engagements "@levie no the biggest reasons that coding agents have taken off is because its a closed loop system that is easy for training and inference" [X Link](https://x.com/jeffreyhuber/status/1980098418958889249) 2025-10-20T02:27Z [----] followers, [---] engagements "@swyxio make it open air in golden gate park" [X Link](https://x.com/jeffreyhuber/status/1980355526203760834) 2025-10-20T19:28Z [----] followers, [--] engagements "@phytalia @garrytan the context window is what the machine reads prompts are what humans hand write and compose into context windows (sometimes)" [X Link](https://x.com/jeffreyhuber/status/1980841022390468630) 2025-10-22T03:37Z [----] followers, [--] engagements "@willccbb klarna" [X Link](https://x.com/jeffreyhuber/status/1980992732358471999) 2025-10-22T13:40Z [----] followers, [--] engagements "opensearch is so bad - its amazing anyone lives like this" [X Link](https://x.com/jeffreyhuber/status/1981084380178370910) 2025-10-22T19:44Z [----] followers, [----] engagements "@pratyushbuddiga i just had a piece - so good" [X Link](https://x.com/jeffreyhuber/status/1981185428696027462) 2025-10-23T02:26Z [----] followers, [---] engagements "@jibayarea @NoahZiems @superhoogie why does that make the graph bad" [X Link](https://x.com/jeffreyhuber/status/1982245988468425154) 2025-10-26T00:40Z [----] followers, [--] engagements "context is king" [X Link](https://x.com/anyuser/status/1982831083839430974) 2025-10-27T15:25Z [----] followers, [----] engagements "@EsTuCaballero @itsajinkyaraj what does that mean "breathe"" [X Link](https://x.com/jeffreyhuber/status/1982921976391037439) 2025-10-27T21:26Z [----] followers, [--] engagements "are you a YC founder we're hosting an event with @posthog @cursor_ai @Rippling @porterdotrun @coderabbitai @usepylon https://t.co/yRKsjwRCRo are you a YC founder we're hosting an event with @posthog @cursor_ai @Rippling @porterdotrun @coderabbitai @usepylon https://t.co/yRKsjwRCRo" [X Link](https://x.com/jeffreyhuber/status/1984425273304174854) 2025-11-01T01:00Z [----] followers, [----] engagements "agent performance = LLM + prompt + tools (like retrieval) + agent harness the agent harness is the the most underrated right now" [X Link](https://x.com/anyuser/status/1985792261637235102) 2025-11-04T19:32Z [----] followers, 14.8K engagements "hey @DoorDash make it so my first act as president is to make RT Rotisserie a nationwide chain my first act as president is to make RT Rotisserie a nationwide chain" [X Link](https://x.com/jeffreyhuber/status/1985879852453622056) 2025-11-05T01:20Z [----] followers, [----] engagements "@swyxio @DoorDash RT + Souvla maximalism" [X Link](https://x.com/jeffreyhuber/status/1985886109050810554) 2025-11-05T01:45Z [----] followers, [--] engagements "chatgpt and claude are lazy if you ask them to process a large amount of data - they wont seems like a big opportunity" [X Link](https://x.com/jeffreyhuber/status/1986116645727994121) 2025-11-05T17:01Z [----] followers, [----] engagements "what does AI-native hardware look like it won't be screen centric - it will be more ephemeral more integrated more intimate and immanent i love what sandbar has built and honored to play a small part supporting them with @trychroma Introducing Stream & Stream Ring. Let thoughts & ideas flow Preorder now at https://t.co/ORVXv7ZOLL https://t.co/PeIGlI8Ez7 Introducing Stream & Stream Ring. Let thoughts & ideas flow Preorder now at https://t.co/ORVXv7ZOLL https://t.co/PeIGlI8Ez7" [X Link](https://x.com/jeffreyhuber/status/1986123559891341539) 2025-11-05T17:28Z [----] followers, [----] engagements "@karthikkalyan90 works for me- someone should do that" [X Link](https://x.com/jeffreyhuber/status/1986131054428839996) 2025-11-05T17:58Z [----] followers, [---] engagements "am i taking crazy pills does no one realize how pricing works its extremely common to - price low to get distribution - win the market - raise prices to the profit maximizing price uber did this a decade ago. ad infinitum R.I.P Uber. Tesla Robotaxi is over [--] times cheaper than UberX in Austin TX (without factoring in tips). https://t.co/j3bHNau7ry R.I.P Uber. Tesla Robotaxi is over [--] times cheaper than UberX in Austin TX (without factoring in tips). https://t.co/j3bHNau7ry" [X Link](https://x.com/anyuser/status/1986576730778444085) 2025-11-06T23:29Z [----] followers, 38.1K engagements "@0xblacklight @samlambert cost speed operational complexity accuracy scalability if you care about any of these pg_vector is not the best choice" [X Link](https://x.com/jeffreyhuber/status/1986626639774818749) 2025-11-07T02:47Z [----] followers, [---] engagements "@0xblacklight @samlambert elephant people (pg maximalists) always be like "hey look it kinda works"" [X Link](https://x.com/jeffreyhuber/status/1986679873482662201) 2025-11-07T06:19Z [----] followers, [--] engagements "@Bsunter hnsw and ivf_pq are very different and makes this a false equivalence" [X Link](https://x.com/jeffreyhuber/status/1987556908446929022) 2025-11-09T16:24Z [----] followers, [---] engagements "the chroma hat collection is growing @stripepress @tbpn @FactoryAI @tbpn @NousResearch @vercel @WorkOS @EricNewcomer lmk if you want to lend a hat" [X Link](https://x.com/jeffreyhuber/status/1988784451367891418) 2025-11-13T01:42Z [----] followers, [----] engagements "@bernhardsson science https://www.npr.org/sections/thesalt/2013/08/05/209222126/the-cotton-candy-grape-a-sweet-spin-on-designer-fruit https://www.npr.org/sections/thesalt/2013/08/05/209222126/the-cotton-candy-grape-a-sweet-spin-on-designer-fruit" [X Link](https://x.com/jeffreyhuber/status/1988785706974740869) 2025-11-13T01:47Z [----] followers, [---] engagements "@tnm denmark really is a third thing though" [X Link](https://x.com/jeffreyhuber/status/1988810452084949042) 2025-11-13T03:25Z [----] followers, [---] engagements "@mttrdmnd @stripepress @tbpn @FactoryAI @NousResearch @vercel @WorkOS @EricNewcomer @_hex_tech would love a hat from my friends at hex @oliviakoshy @isidoremiller @barrald" [X Link](https://x.com/jeffreyhuber/status/1989012383189418141) 2025-11-13T16:48Z [----] followers, [--] engagements "@michaelyhan_ @stripepress @tbpn @FactoryAI @NousResearch @vercel @WorkOS @EricNewcomer @rootlyhq ofc" [X Link](https://x.com/jeffreyhuber/status/1989028985771340009) 2025-11-13T17:53Z [----] followers, [--] engagements "@mercury coffeeshop really seems way less crowded than coffee movement or sightglass nearby" [X Link](https://x.com/jeffreyhuber/status/1989190944248549831) 2025-11-14T04:37Z [----] followers, [----] engagements "logging this prediction: nosql is a better fit for AI than sql" [X Link](https://x.com/jeffreyhuber/status/1989372499671617861) 2025-11-14T16:38Z [----] followers, 25.2K engagements "@CoffeeShopSF love coffeeshop tbh - but i think the dogpatch location is better" [X Link](https://x.com/jeffreyhuber/status/1989425367220977879) 2025-11-14T20:09Z [----] followers, [--] engagements "@dexhorthy @ianlivingstone oh we are DITHERING" [X Link](https://x.com/jeffreyhuber/status/1990585989484720396) 2025-11-18T01:00Z [----] followers, [--] engagements "@HanchungLee cli tui IDE browser are all front ends for this yea" [X Link](https://x.com/jeffreyhuber/status/1990923581124174117) 2025-11-18T23:22Z [----] followers, [--] engagements Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing
@jeffreyhuber jeffjeff posts on X about ai, context engineering, engineering, llm the most. They currently have [-----] followers and [---] posts still getting attention that total [-----] engagements in the last [--] hours.
Social category influence technology brands stocks finance social networks vc firms gaming fashion brands countries celebrities automotive brands
Social topic influence ai, context engineering, engineering, llm, in the, search, prompt, systems, model, if you
Top assets mentioned Microsoft Corp. (MSFT) Uber Technologies, Inc. (UBER) Tesla, Inc. (TSLA) Alphabet Inc Class A (GOOGL) DoorDash Inc. (DASH)
Top posts by engagements in the last [--] hours
"the real spatial computing was embeddings all along"
X Link 2023-02-07T23:38Z [----] followers, [----] engagements
"@narrowd so good"
X Link 2023-06-29T21:11Z [----] followers, [--] engagements
"@johncoogan Is the webcam market good Seems like a C-tier market"
X Link 2023-08-06T12:38Z [----] followers, [---] engagements
"@lateinteraction - here's how you'd do something handwriting a prompt - here's how you'd do the same kind of thing with DSPy"
X Link 2023-08-24T20:19Z [----] followers, [---] engagements
"come build Chroma's product with me - We ship with unexpectedly high quality (consumer grade) - Chroma's product is a tool for thought - a new interface to support a new generation of software - Hundreds of thousands of developers use and love what we've made so far DM me"
X Link 2023-08-30T04:44Z [----] followers, [----] engagements
"@mathemagic1an why not both"
X Link 2023-09-12T00:19Z [----] followers, [--] engagements
"@spakhm ref checks are not primarily about technical ability correct"
X Link 2023-09-17T15:56Z [----] followers, [--] engagements
"@avthars this isnt a fair comparison diskann has much different characteristics to HNSW . which I think you know"
X Link 2023-09-25T14:22Z [----] followers, [----] engagements
"@kepano @ycombinator i think it would be gamed - despite any best efforts . and free loaders would sour the whole thing. i think it would have the reverse effect; hey im kinda mad at my cofounder oh well ill shut this down and take my lottery ticket"
X Link 2023-10-12T17:35Z [----] followers, [---] engagements
"who else the very best developer docs (other than stripe)"
X Link 2023-10-21T17:03Z [----] followers, 18K engagements
"@jakeottiger @chakra_ui chakra and tailwind are excellent examples"
X Link 2023-10-21T17:17Z [----] followers, [---] engagements
"@findmyke In app comments What does that mean Like tooltips"
X Link 2023-10-21T21:42Z [----] followers, [---] engagements
"@findmyke yeah docstrings + source code comments are underrated"
X Link 2023-10-21T22:03Z [----] followers, [--] engagements
"@AstasiaMyers @MenloVentures this will go up as more (1) complex apps are built and more (2) apps need to reach production reliability"
X Link 2023-11-14T19:25Z [----] followers, [--] engagements
"AI is currently in the "time-sharing mainframe" stage - but soon we will have a "PC on every desk" - and then things will get very interesting very quickly"
X Link 2023-11-16T20:59Z [----] followers, [----] engagements
"@johncoogan "fill the earth and subdue it and have dominion over the fish of the sea and over the birds of the heavens and over every living thing that moves on the earth" - based"
X Link 2023-11-29T03:52Z [----] followers, [---] engagements
".@HammadTime and Liquan Pei go deep into novel aspects of Chroma's indexing and distributed systems thanks @andy_pavlo for hosting"
X Link 2023-11-29T03:55Z [----] followers, [----] engagements
"The philosopher's stone is real but it's not turning metal into gold but sand into thought. Humanity's magnum opus https://en.wikipedia.org/wiki/Magnum_opus_(alchemy) https://en.wikipedia.org/wiki/Magnum_opus_(alchemy)"
X Link 2023-12-11T16:34Z [----] followers, [----] engagements
"@rajko_rad @a16z @arthurmensch @GuillaumeLample @tlacroix6 @MistralAI @AnjneyMidha @BornsteinMatt nice"
X Link 2023-12-11T18:04Z [----] followers, [---] engagements
"@wileycwj @soleio @trychroma the way to think about it is that the data inside a vector db is programming - it changes the behavior of the system. this is a new way of building software- and there are a lot of open questions"
X Link 2023-12-12T05:18Z [----] followers, [--] engagements
"Chroma just crossed 1M downloads per month and is #1 in python #1 OSS in JS and now #1 in LangChain we have many exciting things planned for [----] come help us build it in SF - distributed systems - product engineering - design (visual and product) - developer relations https://www.notion.so/trychroma/careers-chroma-9d017c3007c7478ebd85bad854101497 https://twitter.com/LangChainAI/status/1737884196465782901/photo/3 https://www.notion.so/trychroma/careers-chroma-9d017c3007c7478ebd85bad854101497 https://twitter.com/LangChainAI/status/1737884196465782901/photo/3"
X Link 2023-12-21T17:31Z [----] followers, 34.9K engagements
"i dont believe in artificial superintelligence. i do believe that we will have small fast cheap human-level reasoning models in [--] years"
X Link 2023-12-23T16:44Z [--] followers, [----] engagements
"@pranavmarla ok super general intelligence"
X Link 2023-12-23T17:01Z [----] followers, [--] engagements
"@pranavmarla its a large logical leap im not willing to make"
X Link 2023-12-23T17:12Z [----] followers, [--] engagements
"Microsoft wanted to make Google dance. but I think it's actually going to be Perplexity"
X Link 2024-01-11T00:01Z [----] followers, 917.1K engagements
"@AbhayVenkatesh1"
X Link 2024-01-17T02:01Z [----] followers, [--] engagements
"@jaltma i always think about this"
X Link 2024-01-17T20:54Z [----] followers, 14K engagements
"@akothari congrats"
X Link 2024-01-18T04:13Z [----] followers, [---] engagements
"@softwaredoug chroma should probably be on your list :)"
X Link 2024-01-25T01:26Z [----] followers, [---] engagements
"@RichardMCNgo Thiel isn't referencing maximal mimetic acquisitiveness he is referencing maximal singular positive impact on the future of humanity. more here"
X Link 2024-01-30T19:59Z [----] followers, [---] engagements
"@natfriedman might want to update website with this factoid"
X Link 2024-01-31T23:09Z [----] followers, [----] engagements
"@sdand if you die in AVP you die in real life"
X Link 2024-02-06T17:42Z [----] followers, [--] engagements
"@zeeg apple and snowflake"
X Link 2024-02-14T17:03Z [----] followers, [---] engagements
"ive heard from multiple people independently in the past week that: "yes github is a distributed company but the core of github was built by [--] people in a room in san francisco.""
X Link 2024-02-23T16:49Z [----] followers, [----] engagements
"@srnlrsn it doesnt happen today with social networks / graphs though there was a time that everyone thought it would work. i think its a prisoners dilemma. the temptation for any platform is always to horde"
X Link 2024-02-24T18:01Z [----] followers, [--] engagements
"@stevekrouse ibm plex mono is also great"
X Link 2024-04-18T20:24Z [----] followers, [--] engagements
"heres one way to think about fine-tuning - the vast majority of computers use general purpose CPUs - some contexts that are extremely sensitive to cost or speed (edge HFT etc) use ASICs FPGAs simple cpus etc the same is true for LLMs im long fine-tuning but mostly as a last mile performance optimization Emmanuel elaborates why he's increasingly bearish on fine-tuning in this talk: Why Fine-Tuning is Dead I am not as bearish which is why I think the talk is interesting https://t.co/HfB7PWmb0B https://t.co/SXD95dQ0mK Emmanuel elaborates why he's increasingly bearish on fine-tuning in this talk:"
X Link 2024-06-07T15:08Z [----] followers, [---] engagements
"@MadelineNotes does counterstrike count"
X Link 2024-06-11T18:05Z [----] followers, [--] engagements
"@ShadajL @databricks sent you an email this new name is going to cause extreme confusion with https://x.com/jeffreyhuber/status/1820928040978808899 getting together some folks interested in systems engineering in SF - excited to learn more about pingcap alluxio and ray limited space for the 1st one link in replies (b/c algo) (very much inspired by @eatonphil) https://t.co/irIYSe6D1m https://x.com/jeffreyhuber/status/1820928040978808899 getting together some folks interested in systems engineering in SF - excited to learn more about pingcap alluxio and ray limited space for the 1st one link in"
X Link 2024-08-11T17:44Z [----] followers, [---] engagements
"the first SF Systems group was so fun numerous folks said it was the best meetup they had been to in a long time all credits to our speakers: @shenli3514 Bin Fan and @ClarkKZinzow please pencil in Tuesday the 17th for the next one - get on the list at https://www.sfsystems.xyz/ getting together some folks interested in systems engineering in SF - excited to learn more about pingcap alluxio and ray limited space for the 1st one link in replies (b/c algo) (very much inspired by @eatonphil) https://t.co/irIYSe6D1m https://www.sfsystems.xyz/ getting together some folks interested in systems"
X Link 2024-08-22T05:03Z [----] followers, [----] engagements
"@RichardSocher id wager the terrain in switzerland demands this (few alternate routes through mountains)"
X Link 2024-08-23T19:56Z [----] followers, [--] engagements
"@ankrgyl @braintrustdata what do you not OSS"
X Link 2024-08-27T21:00Z [----] followers, [--] engagements
"@yrechtman power law stays winning"
X Link 2024-09-04T20:28Z [----] followers, [----] engagements
"this is an airship not a blimp Chat we're sorry we let you down. We've covered nuclear cargo submarines nuclear cargo ships nuclear aircraft nuclear rockets. But we've neglected the most awesome segment nuclear blimps. If the blimp could gather water it could stay afloat for decades / until material https://t.co/ga8xKgBNvl Chat we're sorry we let you down. We've covered nuclear cargo submarines nuclear cargo ships nuclear aircraft nuclear rockets. But we've neglected the most awesome segment nuclear blimps. If the blimp could gather water it could stay afloat for decades / until material"
X Link 2024-10-03T21:39Z [----] followers, [---] engagements
"interesting how many famous VC firms have privately terrible reputations what explains this"
X Link 2024-10-12T18:55Z [----] followers, 107.1K engagements
"if you arent chatting with your customers across whatsapp signal iMessage slack discord email and twitter DM why not"
X Link 2024-10-24T22:40Z [----] followers, [---] engagements
"Chroma is the ubiquitous open-source standard for retrieval - loved by millions of developers. our team is the best engineering team ive ever seen. we are hiring ambitious early-career engineers (rust python typescript) - DM me"
X Link 2024-11-06T17:18Z [----] followers, [----] engagements
"SF Systems Group is merging with SF Systems Club π₯³ Chroma is hosting the November meetup with talks from @alexkrentsel and @qianl_cs Hope to see you there https://lu.ma/lhuuiur5 https://lu.ma/lhuuiur5"
X Link 2024-11-12T19:49Z [----] followers, [----] engagements
"i like how ai agents is rediscovering all the best practices of industrial and systems engineering"
X Link 2024-11-25T00:13Z [----] followers, [----] engagements
"this my contribution to the discourse The chill guy adapts himself to the world; the not chill guy persists in trying to adapt the world to himself. Therefore all progress depends on the not chill guy"
X Link 2024-11-26T03:19Z [----] followers, [--] engagements
"i think about this paper almost every day "Hidden Technical Debt in Machine Learning Systems" published in 2015"
X Link 2024-12-05T18:30Z [----] followers, [---] engagements
"@kane iirc the original tweet was photoshopped"
X Link 2024-12-06T19:25Z [----] followers, [--] engagements
"we will rebuild #sftornado"
X Link 2024-12-14T20:38Z [----] followers, [---] engagements
"@charles_irl pip install is the way"
X Link 2024-12-20T00:33Z [----] followers, [---] engagements
"@skupor @pmarca @bhorowitz @a16z congrats Scott"
X Link 2024-12-22T22:45Z [----] followers, [---] engagements
"agents mean that for the first time - operating systems need to be natively multiplayer"
X Link 2024-12-23T18:31Z [----] followers, 45.1K engagements
"@HSVSphere lol. its more about collaborative access to the pools of data and same applications for mutating them"
X Link 2024-12-25T04:36Z [----] followers, [---] engagements
"@EdwardMehr grok too"
X Link 2025-01-11T22:14Z [----] followers, [--] engagements
"@atroyn recurring actions AGI got CRON"
X Link 2025-01-14T20:40Z [----] followers, [---] engagements
"@ZoharAtkins lol the fact it makes people angry is why it has value"
X Link 2025-01-17T03:20Z [----] followers, [--] engagements
"mildly interesting"
X Link 2025-02-15T20:30Z [----] followers, 2.3M engagements
"@alessio_joseph imagine if this was board formed"
X Link 2025-03-25T17:55Z [----] followers, [---] engagements
"@benhylak tbh this segmentation map isnt that good either compared to actual SOTA segmentation"
X Link 2025-03-31T17:29Z [----] followers, [--] engagements
"@benhylak the uncanny valley of AI is long and winding"
X Link 2025-03-31T17:29Z [----] followers, [--] engagements
"stop making "memory for AI" so complicated and drowning it in abstractions the basic primitives are: [--]. extractor: LLM that decides what is important to remember from an interaction [--]. writer: LLM that writes data so that it is recallable in the future that's it - [--] LLM calls"
X Link 2025-04-16T15:58Z [----] followers, 44.6K engagements
"there are not "kinds" of memory from a technical perspective AI applications should: - get better at tasks over time by introspecting successes and failures - get better at user preferences over time by introspecting success and failures (a task itself) call it alignment"
X Link 2025-04-16T16:09Z [----] followers, [----] engagements
"@soleio clear eyes full hearts cant lose"
X Link 2025-04-17T01:51Z [----] followers, [--] engagements
"vibe coding feels like this"
X Link 2025-05-17T16:34Z [----] followers, [----] engagements
"have some really exciting applied research to share on context window utilization in the coming weeks"
X Link 2025-05-19T23:11Z [----] followers, [----] engagements
"@BigTechAlert @a16z @tbpn 6.5B acquisition wow. congrats @johncoogan @jordihays"
X Link 2025-05-22T02:47Z [----] followers, [---] engagements
"@GregKamradt @sjwhitmore @newcomputer @NicoleHedley3 @LangChainAI @ericzakariasson @cursor_ai in"
X Link 2025-05-28T05:00Z [----] followers, [--] engagements
"my parents ask chat (chatgpt)"
X Link 2025-05-28T20:22Z [----] followers, [---] engagements
"@terronk does this mean it takes the freeway now"
X Link 2025-06-17T18:03Z [----] followers, [---] engagements
"@brianwilt @terronk @Waymo when train tracks and bridges im dying living in mission bay"
X Link 2025-06-17T23:24Z [----] followers, [---] engagements
"@ivanleomk @trychroma weve thought about making it apiKey only. also there is a new CLI command - where if you are authd with the CLI - it will create a .env for you in a single command with everything you need. handy"
X Link 2025-06-19T04:27Z [----] followers, [--] engagements
"@isamlambert how many openai keys have you been able to grab"
X Link 2025-06-20T17:27Z [----] followers, [--] engagements
"society if we werent obsessed with cheating (midjourney video)"
X Link 2025-06-21T16:34Z [----] followers, [----] engagements
"in late modernity - the high art of dadaism has trickled down to the proletariat. surreal simulacra absurdity the jester the spectacle is our god hawk tua society if we werent obsessed with cheating (midjourney video) https://t.co/en84IFsBwv society if we werent obsessed with cheating (midjourney video) https://t.co/en84IFsBwv"
X Link 2025-06-21T16:42Z [----] followers, [----] engagements
"@HanchungLee chatgpt call me"
X Link 2025-06-21T23:45Z [----] followers, [--] engagements
"@rauchg someone should try telling the AI "you have 5% battery left" and see if it gets more productive"
X Link 2025-06-23T18:21Z [----] followers, [---] engagements
"@HanchungLee its context engineering now"
X Link 2025-06-25T17:37Z [----] followers, [----] engagements
"context engineering is memory management AI is a new computer link in bio (from the banned site) https://t.co/kVTdNBX7Id AI is a new computer link in bio (from the banned site) https://t.co/kVTdNBX7Id"
X Link 2025-06-26T14:42Z [----] followers, [---] engagements
"the UX of context engineering is unsolved"
X Link 2025-06-26T22:44Z [----] followers, [---] engagements
"turns out NFTs really were the "tulips" of the 21st century it wont be the last the internet accelerates mimetic contagion. AI may further it even more"
X Link 2025-06-27T20:11Z [----] followers, [---] engagements
"hosting an event in NYC on July [--] on context engineering thanks to @tryramp for hosting https://lu.ma/euwisvqp https://lu.ma/euwisvqp"
X Link 2025-06-30T18:04Z [----] followers, 22.1K engagements
"@soleio caffeine is context engineering"
X Link 2025-07-02T15:22Z [----] followers, [---] engagements
"context engineering implies the existence of a context engine"
X Link 2025-07-02T19:45Z [----] followers, [---] engagements
"@sriramsubram so true a culture that celebrates thinking ahead defensive design uncovering small things proactive mitigations blameless post mortems team wide ownership reliability is a craft i think you cant have a toxic culture and great reliability"
X Link 2025-07-03T15:34Z [----] followers, [--] engagements
"@jxnlco prompt optimization remains extremely underrated and surprisingly ignored excited for this"
X Link 2025-07-05T02:35Z [----] followers, [----] engagements
"@HipCityReg getting one shotted should be low status"
X Link 2025-07-05T20:01Z [----] followers, [---] engagements
"great to be back in new york excited about our sold-out context engineering event tomorrow night"
X Link 2025-07-07T00:08Z [----] followers, 11.9K engagements
"tournament selection will become extremely popular as costs fall and speeds increase Building slide decks automatically using AI: Alex Shevchenko from Ramp shares how they use story design and tournament selection to make great decks. https://t.co/GQZTtYJYGy Building slide decks automatically using AI: Alex Shevchenko from Ramp shares how they use story design and tournament selection to make great decks. https://t.co/GQZTtYJYGy"
X Link 2025-07-11T00:07Z [----] followers, [----] engagements
"this talk will go down as seminal in the history of context engineering get in early We cant call it engineering if we cant predict when it breaks. Context engineering turns vibes-based prompting into systems thinking. Chroma CTO Hammad Bashir shares his thoughts on Context Engineering. https://t.co/jDnRP6h7Jh We cant call it engineering if we cant predict when it breaks. Context engineering turns vibes-based prompting into systems thinking. Chroma CTO Hammad Bashir shares his thoughts on Context Engineering. https://t.co/jDnRP6h7Jh"
X Link 2025-07-11T16:13Z [----] followers, [----] engagements
"@thegarrettscott @pipedream_labs it had better not be a vibe coding app"
X Link 2025-07-13T19:20Z [----] followers, [---] engagements
"every app builder i talk to knows intuitively that context window rot happens - now they have the proof this report will give developers better intuition over what works today and give model labs a northstar to improve the utility of models Introducing our latest technical report: Context Rot - How Increasing Input Tokens Impacts LLM Performance Our results reveal that models do not use their context uniformly. full report in replies https://t.co/9PINLM5Ltd Introducing our latest technical report: Context Rot - How Increasing Input Tokens Impacts LLM Performance Our results reveal that models"
X Link 2025-07-14T19:07Z [----] followers, 13.4K engagements
"i think about this a lot"
X Link 2025-07-16T16:34Z [----] followers, 217.2K engagements
"i dont have a soundcloud - but this is what we are aspiring to at @trychroma - http://trychroma.com http://trychroma.com"
X Link 2025-07-16T21:20Z [----] followers, [----] engagements
"@ahmedshubber25 cool just like theranos"
X Link 2025-07-16T23:36Z [----] followers, [----] engagements
"@emilsnotes rag is dead context engineering is king now (its the same thing)"
X Link 2025-07-17T13:17Z [----] followers, [--] engagements
"@brian_lovin they should add globglogabgalabing next https://hypebeast.com/2021/9/kanye-west-donda-remote-control-globglogabgalab-sample-explained-info https://hypebeast.com/2021/9/kanye-west-donda-remote-control-globglogabgalab-sample-explained-info"
X Link 2025-07-17T21:56Z [----] followers, [---] engagements
"increasingly of the opinion that the only building material that wears well is stone Simple and elegant social housing in Mallorca. Glulam frame with robust but beautiful finishes. [--] apartments by Vivas Arquitectos https://t.co/NeH2BHboIB Simple and elegant social housing in Mallorca. Glulam frame with robust but beautiful finishes. [--] apartments by Vivas Arquitectos https://t.co/NeH2BHboIB"
X Link 2025-07-18T20:02Z [----] followers, [----] engagements
"@leerob context engineering clan lets go"
X Link 2025-07-22T01:36Z [----] followers, [---] engagements
"@Ugo_alves someone will write an op-ed called bowling ailone in the next year"
X Link 2025-07-23T21:54Z [----] followers, [--] engagements
"you no longer have to wonder if there will be more software and more software engineers because of ai: vibe coding ARR is your answer"
X Link 2025-07-25T19:35Z [----] followers, [---] engagements
"@mitch_troy yes and no context engineering is half software (can reason ahead of time) and half ML (have to poke at it and see what happens)"
X Link 2025-07-27T20:46Z [----] followers, [--] engagements
"@mitch_troy ill finish my coffee π«‘"
X Link 2025-07-27T20:58Z [----] followers, [--] engagements
"magic [--] ball but its an LLM inside that will tell you what its thinking"
X Link 2025-07-27T21:25Z [----] followers, [----] engagements
"at VC@seed gets squeezed VC incubations are on the rise"
X Link 2025-07-28T20:33Z [----] followers, [----] engagements
"@barakwidawsky its context engineering now"
X Link 2025-07-29T03:50Z [----] followers, [--] engagements
"@pashmerepat rag is dead long live context engineering"
X Link 2025-08-01T01:01Z [----] followers, [---] engagements
"i love driving by marin county civic center on [---] (designed by frank lloyd wright [--] years ago) can you imagine how banal this building would be if it was built in 2025"
X Link 2025-08-03T00:46Z [----] followers, [----] engagements
"@charles_irl @altryne @sh_reya i like to think the trappist monks originated this while copying manuscripts in medieval scriptoria"
X Link 2025-08-03T01:48Z [----] followers, [--] engagements
"scooters didnt work ghost kitchens didnt work nfts didnt work"
X Link 2025-08-03T02:40Z [----] followers, 173.9K engagements
"@saasapologist @MrBeast you cant trust food from a restaurant that doesnt have a brick and mortar location"
X Link 2025-08-03T03:15Z [----] followers, [----] engagements
"@skeptrune MCP might be next - kinda feels like it"
X Link 2025-08-03T03:15Z [----] followers, [----] engagements
"@saasapologist @MrBeast @skeptrune"
X Link 2025-08-03T03:17Z [----] followers, [---] engagements
"@darshil36 proof"
X Link 2025-08-03T03:54Z [----] followers, [----] engagements
"new meme format Zumwalt didnt work LCS didnt work Outsourcing our Merchant Marine to China didnt work Zumwalt didnt work LCS didnt work Outsourcing our Merchant Marine to China didnt work"
X Link 2025-08-03T20:08Z [----] followers, [----] engagements
"@BenjDicken feels like the blog post should actually go into the tradeoffs in design here. its not like aurora was designed by idiots. they were optimizing for something else. you should teach me that - and then convince me i want to optimize what planetscale optimizes for not aurora"
X Link 2025-08-05T01:22Z [----] followers, [---] engagements
"we have a ton of awesome SF systems events planned this fall sign up for this one and subscribe to the feed The SF Systems Meetup is back for another year of great talks Join us next week for talks from the Cassandra team at Apple and @marimo_io Thanks @daftengine for hosting and @AmplifyPartners for food https://t.co/25FCL3QDdh The SF Systems Meetup is back for another year of great talks Join us next week for talks from the Cassandra team at Apple and @marimo_io Thanks @daftengine for hosting and @AmplifyPartners for food https://t.co/25FCL3QDdh"
X Link 2025-08-05T15:38Z [----] followers, [----] engagements
"@BasedBeffJezos pretty sure this is just vin diesel"
X Link 2025-08-05T18:25Z [----] followers, [--] engagements
"multiple replies suggest trying gpt2 era models these are "low-RLHF-background weights" https://en.wikipedia.org/wiki/Low-background_steel https://en.wikipedia.org/wiki/Low-background_steel"
X Link 2025-08-06T19:05Z [----] followers, 29.6K engagements
"@fabianstelzer ideally it would be a system prompt so i dont have to type it out each time"
X Link 2025-08-06T19:05Z [----] followers, 20.6K engagements
"a full post on "The Rise of Context Engineering" on the forbidden website shout out to @dbreunig and @skeptrune for giving me feedback on drafts of this https://jeffhuber.substack.com/p/the-rise-of-context-engineering https://jeffhuber.substack.com/p/the-rise-of-context-engineering"
X Link 2025-08-07T15:43Z [----] followers, [----] engagements
"@garybasin depends on the model task context-window size etc"
X Link 2025-08-07T16:02Z [----] followers, [--] engagements
"is AI going to make this better or worse Christ this data is so grim: "The troubling decline in conscientiousness. A critical life skill is fading out and especially fast among young adults." https://t.co/gOKhcpzAaB Christ this data is so grim: "The troubling decline in conscientiousness. A critical life skill is fading out and especially fast among young adults." https://t.co/gOKhcpzAaB"
X Link 2025-08-08T19:08Z [----] followers, [----] engagements
"@shiraeis nah hes a chroma investor"
X Link 2025-08-09T21:12Z [----] followers, [----] engagements
"@alessio_joseph ok but actually - is SOTA for finding a typeface scrolling through figma fonts this feels like an unsolved problem to me"
X Link 2025-08-11T15:17Z [----] followers, [--] engagements
"@tszzl search was hard but now its not https://x.com/trychroma/status/1957523079938339163 Introducing Chroma Cloud: an open-source serverless search database that is fast cost-effective scalable and reliable. https://t.co/V47pMCkHAE https://x.com/trychroma/status/1957523079938339163 Introducing Chroma Cloud: an open-source serverless search database that is fast cost-effective scalable and reliable. https://t.co/V47pMCkHAE"
X Link 2025-08-18T19:37Z [----] followers, [----] engagements
"@tnm i think the next nvidia will get started at an applebees"
X Link 2025-08-18T23:23Z [----] followers, [--] engagements
"@w3stmacc @trychroma are you referring to how many metadata keys you can index the size of metadata values would love your feedback on how we can improve"
X Link 2025-08-19T20:16Z [----] followers, [--] engagements
"@traestephens @TheZellerfelds @Nike @Zellerfella these are actually sick"
X Link 2025-08-20T00:14Z [----] followers, [--] engagements
"@arafatkatze @cline im not in this thread to hawk chroma"
X Link 2025-08-20T02:00Z [----] followers, [----] engagements
"@arafatkatze @andrew_melby @cline π our research is focused elsewhere right now but many AI coding companies already love Chroma for its trigram-accelerated regex search and copy-on-write forking (for easy fast versions)"
X Link 2025-08-20T03:29Z [----] followers, [--] engagements
"are there questions you would pay AI $1000 to answer if so what kind"
X Link 2025-08-22T04:06Z [----] followers, [----] engagements
"@skeptrune @itsnoahd starbucks points"
X Link 2025-08-31T23:09Z [----] followers, [--] engagements
"@0xblacklight it can be done well https://research.trychroma.com/generative-benchmarking https://research.trychroma.com/generative-benchmarking"
X Link 2025-09-02T19:30Z [----] followers, [--] engagements
"@paging_cora stockholm syndrome is real ok"
X Link 2025-09-02T23:30Z [----] followers, [---] engagements
"@corbtt @OpenPipeAI @CoreWeave exciting"
X Link 2025-09-03T23:27Z [----] followers, [--] engagements
"@JustJake this is my thought every single time i see these numbers"
X Link 2025-09-04T00:15Z [----] followers, [---] engagements
"@JustJake real estate in SF is going to go CRAZY"
X Link 2025-09-04T00:15Z [----] followers, [--] engagements
"@skylar_b_payne More like Loser - Donald J Trump"
X Link 2025-09-08T03:09Z [----] followers, [---] engagements
"@liminal_context @justin65645277 @trychroma and @justin65645277 - we think that code is a much better source of truth than docs - the LLMs can handle it"
X Link 2025-09-11T03:40Z [----] followers, [--] engagements
"snippet from an essay im working on We are living through the great forgetting. The institutions that once embodied transcendent purpose now serve only their own perpetuation. The horizon of civilization has contracted to the quarterly earnings call. We mistake movement for progress iteration for transformation"
X Link 2025-09-16T16:54Z [----] followers, 41.5K engagements
"@grinich @john_c_palmer eh this is oakley"
X Link 2025-09-17T23:22Z [----] followers, [--] engagements
"timeline cleanse"
X Link 2025-09-18T14:41Z [----] followers, [----] engagements
"new essay from me a play on founder as victim founder as God (Thiel) https://jeffhuber.substack.com/p/founder-as-prophet-founder-as-priest https://jeffhuber.substack.com/p/founder-as-prophet-founder-as-priest"
X Link 2025-09-19T19:11Z [----] followers, 93.7K engagements
"eero saarinen one of the best to ever do it"
X Link 2025-09-19T20:08Z [----] followers, [----] engagements
"which one of you did this"
X Link 2025-09-21T18:29Z [----] followers, 57.4K engagements
"@JoshuaKushner great name my first-born is named Raina and Florence was our 2nd choice"
X Link 2025-09-22T00:03Z [----] followers, [---] engagements
"@growing_daniel straight from alibaba to your garage"
X Link 2025-09-27T13:45Z [----] followers, [--] engagements
"third - open-source on the data-plane surprise surprise - no fortune [---] loves the idea of code running inside their environment they can't security scan or see or control. they want security and continuity - and your black-box binary is neither"
X Link 2025-09-27T15:52Z [----] followers, [---] engagements
"the industry owes a lot of credit to databricks for blazing the path here - here is how they think about it"
X Link 2025-09-27T15:53Z [----] followers, [---] engagements
"DunningKruger would have loved generative AI"
X Link 2025-10-03T02:01Z [----] followers, [----] engagements
"agents today dont know the grammar the corpus therefore it follow they will not use lexical search tools very effectively therefore it follows that they will stand to benefit from the semantic expansion that dense embeddings provide but you dont have to believe me - this is a very simple thing to write an eval for to prove - and we have. watch this space"
X Link 2025-10-04T17:10Z [----] followers, [---] engagements
"@didier_lopes eventually the saudi money runs out"
X Link 2025-10-04T17:46Z [----] followers, [---] engagements
"@michael_chomsky the top became a tool probably the most important tool"
X Link 2025-10-05T03:10Z [----] followers, [---] engagements
"A Straussian reading of Brautigan's famous poem. He wrote this poem during the period where he was living in San Francisco and getting divorced from his first wife due to his alcoholism depression and physical abuse. His ex-wife and only daughter [--] had moved to Hawaii. - It's a dark fairy tale - Brautigan repeats over and over that he "likes" to think of things which have no bearing on reality. - He predicts death & dehumanization - "joined back to nature" echos "from dust to dust". A return back to animality implies that which made humanity special (eg labor) is now gone. - Grace is a"
X Link 2025-10-05T20:25Z [----] followers, [---] engagements
"@sgondala2 @a16z @joeschmidtiv @astrange @furtheraicom congrats"
X Link 2025-10-07T16:36Z [----] followers, [---] engagements
"@hwchase17 i think youre right"
X Link 2025-10-07T17:06Z [----] followers, [---] engagements
"thank you @tamarawinter and @dwarkesh_sp π«Άπ»"
X Link 2025-10-08T20:08Z [----] followers, [----] engagements
"@ovaistariq @sparkcapital @a16z @BasisSet congrats"
X Link 2025-10-09T19:24Z [----] followers, [--] engagements
"marx was right you must seize the memes of production"
X Link 2025-10-10T20:15Z [----] followers, [----] engagements
"@ProductThor say more about the context engineering and relevance piece"
X Link 2025-10-12T23:11Z [----] followers, [--] engagements
"im so tired of the 30-page ai-slop brain-rot around RAG here - i solved it for you. this simple graphic tells you everything you need to know. I wrote [--] months ago that RAG might be dead. That was after an aha moment with Geminis 1M context window - running 200+ page docs through it and being impressed with the accuracy. But I didnt have skin in the game. @nicbstme does. He just published an excellent piece: "The https://t.co/Q9fIhL6vcE I wrote [--] months ago that RAG might be dead. That was after an aha moment with Geminis 1M context window - running 200+ page docs through it and being"
X Link 2025-10-04T16:29Z [----] followers, 125.6K engagements
"AI is reasoning plus search Once you subtract factual knowledge intuition (heuristic knowledge and skill) and compute (the capacity to execute systematic search) do any other parts of intelligence remain Once you subtract factual knowledge intuition (heuristic knowledge and skill) and compute (the capacity to execute systematic search) do any other parts of intelligence remain"
X Link 2025-10-07T21:23Z [----] followers, [----] engagements
"@schrockn @dexhorthy graphql is dynamic minimal context selection"
X Link 2025-10-09T14:31Z [----] followers, [--] engagements
"the next great limiter in AI is great search today's AI feels smart enough for most tasks of up to a few minutes in duration and when it can't get the job done it's often because it lacks sufficient background context for even a very capable human to succeed today's AI feels smart enough for most tasks of up to a few minutes in duration and when it can't get the job done it's often because it lacks sufficient background context for even a very capable human to succeed"
X Link 2025-10-12T17:58Z [----] followers, 28.2K engagements
"@grant_brewster the bible the iliad shakespeare"
X Link 2025-10-19T17:14Z [----] followers, [--] engagements
"@mlejva resist being a normie"
X Link 2025-10-19T18:18Z [----] followers, [--] engagements
"@levie no the biggest reasons that coding agents have taken off is because its a closed loop system that is easy for training and inference"
X Link 2025-10-20T02:27Z [----] followers, [---] engagements
"@swyxio make it open air in golden gate park"
X Link 2025-10-20T19:28Z [----] followers, [--] engagements
"@phytalia @garrytan the context window is what the machine reads prompts are what humans hand write and compose into context windows (sometimes)"
X Link 2025-10-22T03:37Z [----] followers, [--] engagements
"@willccbb klarna"
X Link 2025-10-22T13:40Z [----] followers, [--] engagements
"opensearch is so bad - its amazing anyone lives like this"
X Link 2025-10-22T19:44Z [----] followers, [----] engagements
"@pratyushbuddiga i just had a piece - so good"
X Link 2025-10-23T02:26Z [----] followers, [---] engagements
"@jibayarea @NoahZiems @superhoogie why does that make the graph bad"
X Link 2025-10-26T00:40Z [----] followers, [--] engagements
"context is king"
X Link 2025-10-27T15:25Z [----] followers, [----] engagements
"@EsTuCaballero @itsajinkyaraj what does that mean "breathe""
X Link 2025-10-27T21:26Z [----] followers, [--] engagements
"are you a YC founder we're hosting an event with @posthog @cursor_ai @Rippling @porterdotrun @coderabbitai @usepylon https://t.co/yRKsjwRCRo are you a YC founder we're hosting an event with @posthog @cursor_ai @Rippling @porterdotrun @coderabbitai @usepylon https://t.co/yRKsjwRCRo"
X Link 2025-11-01T01:00Z [----] followers, [----] engagements
"agent performance = LLM + prompt + tools (like retrieval) + agent harness the agent harness is the the most underrated right now"
X Link 2025-11-04T19:32Z [----] followers, 14.8K engagements
"hey @DoorDash make it so my first act as president is to make RT Rotisserie a nationwide chain my first act as president is to make RT Rotisserie a nationwide chain"
X Link 2025-11-05T01:20Z [----] followers, [----] engagements
"@swyxio @DoorDash RT + Souvla maximalism"
X Link 2025-11-05T01:45Z [----] followers, [--] engagements
"chatgpt and claude are lazy if you ask them to process a large amount of data - they wont seems like a big opportunity"
X Link 2025-11-05T17:01Z [----] followers, [----] engagements
"what does AI-native hardware look like it won't be screen centric - it will be more ephemeral more integrated more intimate and immanent i love what sandbar has built and honored to play a small part supporting them with @trychroma Introducing Stream & Stream Ring. Let thoughts & ideas flow Preorder now at https://t.co/ORVXv7ZOLL https://t.co/PeIGlI8Ez7 Introducing Stream & Stream Ring. Let thoughts & ideas flow Preorder now at https://t.co/ORVXv7ZOLL https://t.co/PeIGlI8Ez7"
X Link 2025-11-05T17:28Z [----] followers, [----] engagements
"@karthikkalyan90 works for me- someone should do that"
X Link 2025-11-05T17:58Z [----] followers, [---] engagements
"am i taking crazy pills does no one realize how pricing works its extremely common to - price low to get distribution - win the market - raise prices to the profit maximizing price uber did this a decade ago. ad infinitum R.I.P Uber. Tesla Robotaxi is over [--] times cheaper than UberX in Austin TX (without factoring in tips). https://t.co/j3bHNau7ry R.I.P Uber. Tesla Robotaxi is over [--] times cheaper than UberX in Austin TX (without factoring in tips). https://t.co/j3bHNau7ry"
X Link 2025-11-06T23:29Z [----] followers, 38.1K engagements
"@0xblacklight @samlambert cost speed operational complexity accuracy scalability if you care about any of these pg_vector is not the best choice"
X Link 2025-11-07T02:47Z [----] followers, [---] engagements
"@0xblacklight @samlambert elephant people (pg maximalists) always be like "hey look it kinda works""
X Link 2025-11-07T06:19Z [----] followers, [--] engagements
"@Bsunter hnsw and ivf_pq are very different and makes this a false equivalence"
X Link 2025-11-09T16:24Z [----] followers, [---] engagements
"the chroma hat collection is growing @stripepress @tbpn @FactoryAI @tbpn @NousResearch @vercel @WorkOS @EricNewcomer lmk if you want to lend a hat"
X Link 2025-11-13T01:42Z [----] followers, [----] engagements
"@bernhardsson science https://www.npr.org/sections/thesalt/2013/08/05/209222126/the-cotton-candy-grape-a-sweet-spin-on-designer-fruit https://www.npr.org/sections/thesalt/2013/08/05/209222126/the-cotton-candy-grape-a-sweet-spin-on-designer-fruit"
X Link 2025-11-13T01:47Z [----] followers, [---] engagements
"@tnm denmark really is a third thing though"
X Link 2025-11-13T03:25Z [----] followers, [---] engagements
"@mttrdmnd @stripepress @tbpn @FactoryAI @NousResearch @vercel @WorkOS @EricNewcomer @_hex_tech would love a hat from my friends at hex @oliviakoshy @isidoremiller @barrald"
X Link 2025-11-13T16:48Z [----] followers, [--] engagements
"@michaelyhan_ @stripepress @tbpn @FactoryAI @NousResearch @vercel @WorkOS @EricNewcomer @rootlyhq ofc"
X Link 2025-11-13T17:53Z [----] followers, [--] engagements
"@mercury coffeeshop really seems way less crowded than coffee movement or sightglass nearby"
X Link 2025-11-14T04:37Z [----] followers, [----] engagements
"logging this prediction: nosql is a better fit for AI than sql"
X Link 2025-11-14T16:38Z [----] followers, 25.2K engagements
"@CoffeeShopSF love coffeeshop tbh - but i think the dogpatch location is better"
X Link 2025-11-14T20:09Z [----] followers, [--] engagements
"@dexhorthy @ianlivingstone oh we are DITHERING"
X Link 2025-11-18T01:00Z [----] followers, [--] engagements
"@HanchungLee cli tui IDE browser are all front ends for this yea"
X Link 2025-11-18T23:22Z [----] followers, [--] engagements
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/creator/x::jeffreyhuber