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# ![@gregcoppola5d Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1649148480462397440.png) @gregcoppola5d Greg Coppola

Greg Coppola posts on X about ai, vibe coding, context engineering, open ai the most. They currently have XXX followers and 4287 posts still getting attention that total XXX engagements in the last XX hours.

### Engagements: XXX [#](/creator/twitter::1649148480462397440/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1649148480462397440/c:line/m:interactions.svg)

- X Week XXXXX +7.90%
- X Month XXXXX +10%
- X Months XXXXXX +75%
- X Year XXXXXX -XX%

### Mentions: XX [#](/creator/twitter::1649148480462397440/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1649148480462397440/c:line/m:posts_active.svg)

- X Month XXX -XX%
- X Months XXXXX +168%
- X Year XXXXX +25%

### Followers: XXX [#](/creator/twitter::1649148480462397440/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1649148480462397440/c:line/m:followers.svg)

- X Week XXX no change
- X Month XXX +2.70%
- X Months XXX +14%
- X Year XXX +28%

### CreatorRank: XXXXXXXXX [#](/creator/twitter::1649148480462397440/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1649148480462397440/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[technology brands](/list/technology-brands)  [finance](/list/finance)  [stocks](/list/stocks)  [social networks](/list/social-networks)  [vc firms](/list/vc-firms)  #460 [celebrities](/list/celebrities)  [countries](/list/countries)  [cryptocurrencies](/list/cryptocurrencies) 

**Social topic influence**
[ai](/topic/ai), [vibe coding](/topic/vibe-coding) #161, [context engineering](/topic/context-engineering) #39, [open ai](/topic/open-ai) #2233, [red](/topic/red), [business](/topic/business), [prompt engineering](/topic/prompt-engineering) #74, [if you](/topic/if-you), [llm](/topic/llm), [ip](/topic/ip)

**Top accounts mentioned or mentioned by**
[@ylecun](/creator/undefined) [@untitled01ipynb](/creator/undefined) [@weltmeister](/creator/undefined) [@netcapgirl](/creator/undefined) [@prmshra](/creator/undefined) [@pmarca](/creator/undefined) [@karpathy](/creator/undefined) [@openai](/creator/undefined) [@elonmusk](/creator/undefined) [@yacinemtb](/creator/undefined) [@rationalmale](/creator/undefined) [@esyudkowsky](/creator/undefined) [@dionysianagent](/creator/undefined) [@wordgrammer](/creator/undefined) [@aravsrinivas](/creator/undefined) [@dumbbitchcap](/creator/undefined) [@catbees](/creator/undefined) [@radishharmers](/creator/undefined) [@sartainpodcast](/creator/undefined) [@richarddawkins](/creator/undefined)

**Top assets mentioned**
[Alphabet Inc Class A (GOOGL)](/topic/$googl) [NVIDIA Corp. (NVDA)](/topic/$nvda)
### Top Social Posts
Top posts by engagements in the last XX hours

"no really. talk to your investment professional this is not investment advice really it could go down tomorrow. even if it goes up long term. it's not a joke. you can't predict the markets. if you could. there would be no point. but jim cramer we know"  
[X Link](https://x.com/gregcoppola5d/status/1995732938495803441)  2025-12-02T05:53Z XXX followers, XX engagements


"the account "inverse cramer" has 364K followers but really. the market can do anything. so please don't think i'm recommending trades ever. i'm not going to care if you lose money on a trade"  
[X Link](https://x.com/gregcoppola5d/status/1995733304054522099)  2025-12-02T05:54Z XXX followers, XX engagements


"Cost Advantage: Google's latest chips such as the seventh-generation TPU Ironwood are being pitched as a significantly more cost-efficient alternative. Reports suggest they can deliver up to XX% lower total cost of ownership for large AI workloads"  
[X Link](https://x.com/gregcoppola5d/status/1995173607224537468)  2025-11-30T16:50Z XXX followers, XX engagements


""context engineering" i find interesting because now it is like one of the central "skill sets" in the "llm era of ai" but it didn't used to exist at all. it's like the one thing that is NOT "lindy""  
[X Link](https://x.com/gregcoppola5d/status/1997837534353862779)  2025-12-08T01:16Z XXX followers, XX engagements


"it was like maybe first "prompt engineering" was a term then "context engineering" was a term then "vibe coding" was a term. it's actually been a very complex evolution of things. that all just kind of "emerged". and none was really "predicted" by anyone"  
[X Link](https://x.com/gregcoppola5d/status/1997840721345462606)  2025-12-08T01:28Z XXX followers, XX engagements


"like if you were to "operationalize" the concept of "mind reading" one way would be to say who can get the "optimal lift" out of vibe coding or something whatever model each anon uses to think of it. somehow the fastest "vibe coders" must be good "llm modelers""  
[X Link](https://x.com/gregcoppola5d/status/1997942721999482884)  2025-12-08T08:13Z XXX followers, X engagements


"and i think it's interesting because a lot of people who think they are like "past coding now" or something who don't find "coding" to be part of "ai theory" they kind of missed this whole trend. it's a very "practitioners" kind of thing. "prompting" "context engineering""  
[X Link](https://x.com/gregcoppola5d/status/1997943147729424682)  2025-12-08T08:15Z XXX followers, X engagements


"the whole trend of prompt engineering context engineering vibe coding has been a very "hacker-driven" trend there really wasn't any input from like turing award winners or people with 500k+ citations. cause it's new. and it's "hacker-driven""  
[X Link](https://x.com/gregcoppola5d/status/1997943860308119933)  2025-12-08T08:18Z XXX followers, XX engagements


"like there is a strand of theoretician that thinks writing code is like very boring and unpleasant work and the "real fun" in ai is in the "theorizing". and grad students interns or even highly paid full time employees (but other people) should be writing the code"  
[X Link](https://x.com/gregcoppola5d/status/1997946375305380171)  2025-12-08T08:28Z XXX followers, X engagements


"but so-called "vibe coding"---aka "human-computer software co-authorship" kind of makes the act of "writing software" very theoretical in fact prompt/context engineering has arguably been one of the MOST interesting new theoretical areas. and even very informative about llms"  
[X Link](https://x.com/gregcoppola5d/status/1997946750745903574)  2025-12-08T08:30Z XXX followers, XX engagements


"and plus i was watching these videos about bill gates and steve jobs and xerox parc which is an amazing genre of film. i love this "dramatized tech history" genre but it's like. we can't be naive about how idea copying works"  
[X Link](https://x.com/gregcoppola5d/status/1998045333239341322)  2025-12-08T15:01Z XXX followers, X engagements


"like i never really comment on "safe super intelligence" but like. i think he's giving an overly pessimistic view of what's going on cause he isn't really on the cutting edge right now. but he has investors. and a huge valuation. and he can't say it"  
[X Link](https://x.com/gregcoppola5d/status/1998051773647364252)  2025-12-08T15:27Z XXX followers, X engagements


"sometimes i forget llm's didn't used to exist"  
[X Link](https://x.com/gregcoppola5d/status/1998108572014579944)  2025-12-08T19:13Z XXX followers, X engagements


"some are even calling the super sonic vibes ✈🪩✨ thanksgiving special giffmana RL content the "pumpkin spice latte 🎃🫚☕✨" of RL specials. because it "reminds" them of the "holiday season" (already)"  
[X Link](https://x.com/gregcoppola5d/status/1994876470083059913)  2025-11-29T21:09Z XXX followers, XX engagements


"If I hit this dictation button after sending a text and it beeps and stops my music one more time Im gonna find everyone at apple and put them in a rear naked choke hold ---you've upset and disappointed one of the world's biggest music stars here apple---"  
[X Link](https://x.com/gregcoppola5d/status/1997578658446467327)  2025-12-07T08:07Z XXX followers, XX engagements


"it's funny cause i often endorse the importance of lindyness and how many lindy ai concepts i think are actually of value (but i kind of "vague poast" about it a lot because as we discussed whatever we put on here is an "IP transfer") but "context engineering" is NOT lindy"  
[X Link](https://x.com/gregcoppola5d/status/1997838119719317950)  2025-12-08T01:18Z XXX followers, XX engagements


"some people are calling "context engineering" as like "memory" i think"  
[X Link](https://x.com/gregcoppola5d/status/1998042718594101508)  2025-12-08T14:51Z XXX followers, XX engagements


"i feel like at this point. we have a lot of useful frameworks to plug into and wall st is on board with the "ai trade" it seems"  
[X Link](https://x.com/gregcoppola5d/status/1998045038597841319)  2025-12-08T15:00Z XXX followers, X engagements


"these people are literally "game theorists" like literally what do you think it's going to be XXX% legible"  
[X Link](https://x.com/gregcoppola5d/status/1998068926597538163)  2025-12-08T16:35Z XXX followers, XX engagements


"i kind of like the illegibility and asymmetric information at this point tbh sometimes i think i should just start an ai hedge fund and "vibe coding" is just something i do to keep me busy in between high confidence trade ideas (kidding)"  
[X Link](https://x.com/gregcoppola5d/status/1998069523094573341)  2025-12-08T16:37Z XXX followers, XX engagements


""surf the wave ✈🪩✨""  
[X Link](https://x.com/gregcoppola5d/status/1998418183498371388)  2025-12-09T15:43Z XXX followers, X engagements


"In a hawkish rate cut the central bank is cutting rates (a dovish action) but the accompanying statement press conference or updated economic projections signal: This cut is small or one-off ("insurance" cut "mid-cycle adjustment")"  
[X Link](https://x.com/gregcoppola5d/status/1998423891589689378)  2025-12-09T16:05Z XXX followers, XX engagements


"i mean if only thrive capital hadn't "crowded out the round" i could have gotten in before the "code red" oh wait"  
[X Link](https://x.com/gregcoppola5d/status/1998438661537329540)  2025-12-09T17:04Z XXX followers, X engagements


"i've gone through like different "eras" with "ip sharing" on here i think one goal of sharing "ip" aside from for the "love of the game". was to help belief propagate ideas on here towards like workable frameworks now we have more than anything the "decade of agents 🤖🤳✨""  
[X Link](https://x.com/gregcoppola5d/status/1998044048473649519)  2025-12-08T14:56Z XXX followers, X engagements


"we've got agent.s. we've got "vibe coding" we've even got this "five layer cake 🎂🍰🥮🥞🧁" metaphor now which i am "savouring" (yes it's a pun)"  
[X Link](https://x.com/gregcoppola5d/status/1998044513642877258)  2025-12-08T14:58Z XXX followers, X engagements


"i think there is actually insane momentum one anon on here is like doing pre-training just on their own it seems. using "vibe coding" like 1/2 years ago. we didn't know if all of the western world could do that put together. now one anon might be"  
[X Link](https://x.com/gregcoppola5d/status/1998052140128849984)  2025-12-08T15:28Z XXX followers, X engagements


"or ads in "ai chatbot search" mean i forgot there was a different kind of "search" for a second"  
[X Link](https://x.com/gregcoppola5d/status/1998108433464058236)  2025-12-08T19:12Z XXX followers, XX engagements


"it's like the X minute mile or something once you see one person do it. everyone else starts trying it to i have never pre-trained an llm the whole "transformer era". and now we are in the "agents" era. i ironically probably will"  
[X Link](https://x.com/gregcoppola5d/status/1998468583605649834)  2025-12-09T19:03Z XXX followers, X engagements


"cause before in the transformer era. i didn't know that much about "pre-training" but now with "vibe coding" and "vibe research" and i saw one anon do it (maybe) it's like. i think we have demystifyied "pre-training" a lot"  
[X Link](https://x.com/gregcoppola5d/status/1998468884869910745)  2025-12-09T19:04Z XXX followers, X engagements


"it's like nvidia said it's "five-layer cake 🎂🥮🍰" you can't just come along and add the "icing" (luxury software ✈🪩✨). without the other parts. five. layer. cake"  
[X Link](https://x.com/gregcoppola5d/status/1997364603940987119)  2025-12-06T17:56Z XXX followers, XX engagements


"jamie dimon. "top of mind": 1) blockhain is real 2) "tokenization" is coming"  
[X Link](https://x.com/gregcoppola5d/status/1998132413877367112)  2025-12-08T20:47Z XXX followers, XX engagements


"claude code is coming to slack"  
[X Link](https://x.com/gregcoppola5d/status/1998143037390594292)  2025-12-08T21:29Z XXX followers, XX engagements


"my investigations (watching documentaries on youtube) into the early era of the "personal computers" and xerox parc steve jobs bill gates silicon valley etc"  
[X Link](https://x.com/gregcoppola5d/status/1998321435622715606)  2025-12-09T09:18Z XXX followers, XX engagements


"anyway. first there were like the "hippies" that started playing around with computers and the "home brew computer club". kind of like an "irl ai TPOT" and then the business people came later. and they keep emphasizing over and over how there were both types"  
[X Link](https://x.com/gregcoppola5d/status/1998324521229578698)  2025-12-09T09:31Z XXX followers, XX engagements


"just cause i'm in my "hedge fund poasting" era let's not forget how this all started or the true meaning of "vibe 🧠✍✨ coding""  
[X Link](https://x.com/gregcoppola5d/status/1998324902248550767)  2025-12-09T09:32Z XXX followers, X engagements


"The US is preparing to let $NVDA export its older H200 GPUs to China"  
[X Link](https://x.com/gregcoppola5d/status/1998332629360209924)  2025-12-09T10:03Z XXX followers, XX engagements


"i actually think "research agent" is kind of a good way for "start-ups" to break into the overall "information" game because if google has to charge $XXX. like that is an achievable price i think just working through api's"  
[X Link](https://x.com/gregcoppola5d/status/1998400786632491499)  2025-12-09T14:34Z XXX followers, XX engagements


"also. if anyone would pay for a research agent at all. they must be thinking in terms of "return on investment". cause consumers won't do that. but then the amount you can charge is only bounded by the roi. could be even more than $250"  
[X Link](https://x.com/gregcoppola5d/status/1998401090962756014)  2025-12-09T14:35Z XXX followers, X engagements


""This tidal wave of AI agent interest is not going to go away" SailPoint founder Mark McClain says"  
[X Link](https://x.com/gregcoppola5d/status/1998417960340476039)  2025-12-09T15:42Z XXX followers, XX engagements


""hawkish cut""  
[X Link](https://x.com/gregcoppola5d/status/1998422055835058375)  2025-12-09T15:58Z XXX followers, XX engagements


"this was on halloween yeah. when i heard this. i was just like thrive and josh kushner. i heard him say he has "fear" that "somebody is going to get burned". and i thought. "i WISH WISH WISH i could have MORE EXPOSURE to THIS""  
[X Link](https://x.com/gregcoppola5d/status/1998438205599715482)  2025-12-09T17:02Z XXX followers, XX engagements


"i said the as part of the "holiday season production" of "the big burry short" aka "the big long" that the "ghost of christmas futures" was going to visit michael burry and tell him"  
[X Link](https://x.com/gregcoppola5d/status/1998442530006827343)  2025-12-09T17:20Z XXX followers, XX engagements


"the "ghost of christmas futures" visits michael burry over the course of the "holiday season" production and tells him that the "the Real Spirit of Christmas ☃🎄✨" isn't about about shorting stuff all the time"  
[X Link](https://x.com/gregcoppola5d/status/1998442921108877760)  2025-12-09T17:21Z XXX followers, XX engagements


"i think the real "code red" is for the idea that there's just this one model for everyone that runs in a chat interface. and somehow has a moat because "user signals" actually i hate sharing my fine-tuning signals with other peopple. i wish it was fine-tuned to me personally"  
[X Link](https://x.com/gregcoppola5d/status/1998463540894609827)  2025-12-09T18:43Z XXX followers, XX engagements


"anything can always happen i think that the real "code red" is for the idea that pooling everyone's "user signal data" together is somehow an asset i think real "luxury ✈🪩✨" would be almost as personalized a model as possible. idk"  
[X Link](https://x.com/gregcoppola5d/status/1998463887415312626)  2025-12-09T18:44Z XXX followers, XX engagements


"you don't have to *be* openai to help businesses us ai for their custom use cases you could just "call openai". or any one of them or set up your own custom install from open source"  
[X Link](https://x.com/gregcoppola5d/status/1998499700769697830)  2025-12-09T21:07Z XXX followers, XX engagements


"i think the like "high leverage custom software for enterprise" is big but like i was doing that for a while now. and i've never even been in the same room as a gpu in my life i think i just use the api. through a remote procedure call"  
[X Link](https://x.com/gregcoppola5d/status/1998500185379582065)  2025-12-09T21:09Z XXX followers, XX engagements


"that's actually kind of a very "niche me" kind of a "flywheel" but that's what i like about it. it's so "niche". and so "me" i like anything that is "niche" "me" and "valuable 💰💰💰". who knows what that isbut"  
[X Link](https://x.com/gregcoppola5d/status/1998528851920695311)  2025-12-09T23:03Z XXX followers, X engagements


"i mean no one ever heard of a "resursive agentic ide self-improvement flywheel" before llm's. that's for sure. wouldn't have been possible"  
[X Link](https://x.com/gregcoppola5d/status/1998529494983057845)  2025-12-09T23:05Z XXX followers, X engagements


"like take any question that could be on a coding style guide and people would basically diverge on opinions"  
[X Link](https://x.com/gregcoppola5d/status/1998536094086824289)  2025-12-09T23:31Z XXX followers, X engagements


""prompt engineering" is interesting cause it didn't use to exist before"  
[X Link](https://x.com/gregcoppola5d/status/1997745577808044074)  2025-12-07T19:10Z XXX followers, XX engagements


"a company who's business model is so threatened they are declaring a "code red" but. how do *i* get in on this"  
[X Link](https://x.com/gregcoppola5d/status/1998386801795350630)  2025-12-09T13:38Z XXX followers, X engagements


"no moat lots of debt well-funded competitors no switching costs weakening product quality declaring an emergency "code red 🚨🚨🚨" ok. that all sounds interesting. but. i have one question. where do i sign"  
[X Link](https://x.com/gregcoppola5d/status/1998388900440453434)  2025-12-09T13:46Z XXX followers, XX engagements


"which is the episode where sam altman says "i wish there was a way to short openai" i was thinking. can't polymarket facilitate that and then i was watching this video. and listening to sam's "fears""  
[X Link](https://x.com/gregcoppola5d/status/1998437395214053738)  2025-12-09T16:59Z XXX followers, XX engagements


"🚨🚨🚨 HE'S GONNA GO LONG 🚨🚨🚨 i'm telling you i'm telling you. it's the "ghost of christmas 🎄☃👻🔮✨ futures" that visited him. did you my "bit" about this"  
[X Link](https://x.com/gregcoppola5d/status/1998440195545325950)  2025-12-09T17:10Z XXX followers, XX engagements


"the irony is i have liked openai and i have literally used it this whole time and it might seem "unfair" that now i'm a little bearish on them. cause they seem to be badly positioned for a "multiplicity of models" world which seems to already be happening (anthropic cohere)"  
[X Link](https://x.com/gregcoppola5d/status/1998489168859770905)  2025-12-09T20:25Z XXX followers, XX engagements


"it might seem a little "unfair" that i have gotten basically all my ip from openai and used it this whole time and now that i have other ways that are kind of better i'm using them but idk if sam altman should really be "crying at the casino""  
[X Link](https://x.com/gregcoppola5d/status/1998489500725510335)  2025-12-09T20:26Z XXX followers, XX engagements


"i have my own ide. but i still think cursor is cool and the features of my ide are like "trade secrets" which they wouldn't be. if it were a cursor competitor"  
[X Link](https://x.com/gregcoppola5d/status/1998522766589600249)  2025-12-09T22:38Z XXX followers, XX engagements


"i'm testing the thesis that if i can recursively improve my agentic ai ide. using my agentic ide then it can be like a "recursive flywheel""  
[X Link](https://x.com/gregcoppola5d/status/1998528497682362767)  2025-12-09T23:01Z XXX followers, X engagements


"linus torvalds: Vibe coding is great for getting into programming but it's a horrible thing to maintain. i think this is like a big issue. getting past the "demo" stage. to like "really maintaining code". cause now it's getting very subjective"  
[X Link](https://x.com/gregcoppola5d/status/1998535775428710655)  2025-12-09T23:30Z XXX followers, XX engagements


"i mean it's not just superficial stuff. now we have linters for that anyway. the question of like whether "vibe coding" can "scale up" to complicated architectures. and test them with the rigor someone like linus torvalds is used to seems to be a new "debate""  
[X Link](https://x.com/gregcoppola5d/status/1998536925226086905)  2025-12-09T23:35Z XXX followers, XX engagements


"the deal between openai and thrive capital is kind of complicated the thing announced dec 1---the same day i guess as the "code red"---is actually about openai taking stake in thrive it's a "non-monetary deal". that involves openai embedding engineering teams"  
[X Link](https://x.com/gregcoppola5d/status/1998461099637604551)  2025-12-09T18:33Z XXX followers, XX engagements


"and i think what some people thought that the "network effects" advantage openai would have is either "bigger models". for "scaling llm's indefinitely"---that's basically over as a thesis then it was "user signals data" that they could "leverage""  
[X Link](https://x.com/gregcoppola5d/status/1998613505810051285)  2025-12-10T04:39Z XXX followers, X engagements


"but like the "user preferences" data isn't a "gold mine" like that i think because different users use a chat window in so many different ways---**conflicting ways** the "user preference" data is probably *conflicting* a lot of the time. not an "asset" it's now seeming"  
[X Link](https://x.com/gregcoppola5d/status/1998613878151036994)  2025-12-10T04:40Z XXX followers, X engagements


"one person's using the chatgpt window interface to code another as an ai girlfriend. another to do business research. another as a therapist do "user signals" from one use case help another one. it's seeming now they hurt rather than help"  
[X Link](https://x.com/gregcoppola5d/status/1998614482747273296)  2025-12-10T04:43Z XXX followers, XX engagements


"cause "user preferences" are pretty idiosyncratic. especially if it's a "one great interface for all use cases" like the chatgpt web interface it's like formula one vs parking at the mall. this kind of "fine-tuning preference data" is actually counter-productive to share"  
[X Link](https://x.com/gregcoppola5d/status/1998615711954935993)  2025-12-10T04:48Z XXX followers, XX engagements


"and i think we see that with a lot of the best vibe coders on TPOT who have elaborate ways of using "prompt engineering" to get their OWN CUSTOM coding model productive TPOT coders often use elaborate "custom prompts" to get custom behavior just *for them*"  
[X Link](https://x.com/gregcoppola5d/status/1998621533263065473)  2025-12-10T05:11Z XXX followers, XX engagements


"i've seen a few very productive people say and i do it to. that they use elaborate "context engineering" to get exactly *their* intended output. so in other words. to *undo* any "user preference sharing". and get their own "custom behavior""  
[X Link](https://x.com/gregcoppola5d/status/1998621856958705761)  2025-12-10T05:12Z XXX followers, XX engagements


"but then again. even within coders there are differences cause the anon that gets pre-training to work by vibe coding. just on their own. just one person. that is like "outlier cracked" behavior and "novice coders" need a different model"  
[X Link](https://x.com/gregcoppola5d/status/1998622387743469980)  2025-12-10T05:14Z XXX followers, XX engagements


"i was kind of chirping "thrive capital" for signing a deal with openai on the same day as the "code red" but maybe thrive can turn openai around. who knows but i think the problem is openai is too "ignoreable" for a facebook or google kind of valuation"  
[X Link](https://x.com/gregcoppola5d/status/1998634412448362982)  2025-12-10T06:02Z XXX followers, XX engagements


"but that's not the only way to make money you can also be beyond "ignoreable" you can also be outright mysterious. you can even not tell people your business model at all. there's not just "network effects" as business models"  
[X Link](https://x.com/gregcoppola5d/status/1998635003429957873)  2025-12-10T06:04Z XXX followers, XX engagements


"there's multiple ways to generate revenue. doesn't have to be network effects but chatgpt is just becoming very "optional" i'm using it. i might stop. if i do. would i miss out on any "network" seems like the answer to that is "no""  
[X Link](https://x.com/gregcoppola5d/status/1998635416111706574)  2025-12-10T06:06Z XXX followers, XX engagements


"like if chatgpt is going kind of "for enterprise" like "case by case". like anthropic does. or palantir kind of does then i wouldn't say they are the "facebook" or "google" of this generation. cause those were like universal products"  
[X Link](https://x.com/gregcoppola5d/status/1998639313643245862)  2025-12-10T06:21Z XXX followers, XX engagements


"like every tournament a chess player has to basically win from scratch and i think magnus even got tired of playing for the world championship and stopped but like software isn't "zero sum" like that. you can just keep growing it. "vibe coding" gets easier and easier"  
[X Link](https://x.com/gregcoppola5d/status/1998649661071176106)  2025-12-10T07:03Z XXX followers, X engagements