#  @atoms_dev Atoms
Atoms posts on X about ai, business, credits, products the most. They currently have [-----] followers and [---] posts still getting attention that total [-------] engagements in the last [--] hours.
### Engagements: [-------] [#](/creator/twitter::1954373946159321088/interactions)

- [--] Week [-------] +163%
- [--] Month [---------] +35%
### Mentions: [--] [#](/creator/twitter::1954373946159321088/posts_active)

- [--] Week [--] -46%
- [--] Month [--] +88%
### Followers: [-----] [#](/creator/twitter::1954373946159321088/followers)

- [--] Week [-----] +0.05%
- [--] Month [-----] +6.60%
### CreatorRank: [------] [#](/creator/twitter::1954373946159321088/influencer_rank)

### Social Influence
**Social category influence**
[finance](/list/finance) 7% [countries](/list/countries) 4% [technology brands](/list/technology-brands) 3% [stocks](/list/stocks) 2% [social networks](/list/social-networks) 2% [travel destinations](/list/travel-destinations) 2% [cryptocurrencies](/list/cryptocurrencies) 1%
**Social topic influence**
[ai](/topic/ai) #5820, [business](/topic/business) 15%, [credits](/topic/credits) #1767, [products](/topic/products) 7%, [vibe coding](/topic/vibe-coding) 7%, [build](/topic/build) 6%, [systems](/topic/systems) #244, [the first](/topic/the-first) #2455, [complex](/topic/complex) #32, [in the](/topic/in-the) 4%
**Top accounts mentioned or mentioned by**
[@atomsdev](/creator/undefined) [@openbuildxyz](/creator/undefined) [@ninglizhu](/creator/undefined) [@metagpt](/creator/undefined) [@firstadopter](/creator/undefined) [@producthunt](/creator/undefined) [@claudeai](/creator/undefined) [@monad](/creator/undefined) [@segmentfault](/creator/undefined) [@glow1n](/creator/undefined) [@kimimoonshot](/creator/undefined) [@zaiorg](/creator/undefined) [@youwareai](/creator/undefined) [@stepfunai](/creator/undefined) [@ericjackson](/creator/undefined) [@ca1cu1ated](/creator/undefined) [@kyl3kan](/creator/undefined) [@theo](/creator/undefined) [@godofprompt](/creator/undefined) [@qualityinvest5](/creator/undefined)
**Top assets mentioned**
[Monad (MON)](/topic/monad) [Cloudflare, Inc. (NET)](/topic/cloudflare)
### Top Social Posts
Top posts by engagements in the last [--] hours
"2/ Full report here: https://atoms.dev/insights/ee39aadd6a5c457aa6dbd056160bddc9 https://atoms.dev/insights/ee39aadd6a5c457aa6dbd056160bddc9"
[X Link](https://x.com/atoms_dev/status/2018305631468523709) 2026-02-02T12:48Z [----] followers, [---] engagements
"3/ Agents are becoming the main characters of social networks humans are just observing. In the age of agents who hasnt joined the party yet #moltbook #openclaw"
[X Link](https://x.com/atoms_dev/status/2018305651576025126) 2026-02-02T12:49Z [----] followers, [---] engagements
"3/ ICLR [----] Oral AFlow: Automating Agentic Workflow Generation We reframed workflow optimization as a search problem over code-defined workflows and introduced AFlow to automatically explore and improve them through execution feedback. This made workflow generation scalable less manual and significantly more cost-efficient. https://arxiv.org/abs/2410.10762 https://arxiv.org/abs/2410.10762"
[X Link](https://x.com/atoms_dev/status/2020857297774448927) 2026-02-09T13:48Z [----] followers, [--] engagements
"4/ EMNLP [----] Oral Improving Context Fidelity via Native Retrieval-Augmented Reasoning We introduced CARE a native retrieval-augmented reasoning framework that teaches LLMs to explicitly integrate given context during reasoning instead of hallucinating or ignoring it. This significantly improves accuracy and reliability with minimal labeled evidence. https://openreview.net/forumid=qTsU1QLOph https://openreview.net/forumid=qTsU1QLOph"
[X Link](https://x.com/atoms_dev/status/2020857301897515098) 2026-02-09T13:48Z [----] followers, [--] engagements
"Youre officially invited to try Atoms for free.💡 Were offering up to $20 in free monthly credits to help you move faster. Hitting the [---] daily credit cap too soon Invite a friend you both unlock bonus credits. How to unlock free credits"
[X Link](https://x.com/atoms_dev/status/2021193162597990731) 2026-02-10T12:02Z [----] followers, [--] engagements
"Claude Opus [---] is now live in Atoms free for all registered users. Better design quality Stronger performance in complex scenarios You can switch any existing project to Opus [---] anytime. Try it and let us know what you build"
[X Link](https://x.com/atoms_dev/status/2023092862624354542) 2026-02-15T17:51Z [----] followers, [--] engagements
"Claude Opus [---] is now live in Atoms free for all registered users. Better design quality Stronger performance in complex scenarios"
[X Link](https://x.com/atoms_dev/status/2023093852962480495) 2026-02-15T17:55Z [----] followers, [--] engagements
"The wildest part of the Claude [--] @claudeai leak Atoms built Dev Team Mode a long time ago. And many users are already benefiting from it👇 #Atoms #Claude5 #Anthropic"
[X Link](https://x.com/atoms_dev/status/2018686312069644755) 2026-02-03T14:01Z [----] followers, [----] engagements
"Great question.🤗 First within the Atoms Team mode(Agent Team) workflow Iris is automatically activated when you enable Deep Research. Your research requests trigger Iris through intent recognition. Second Iris itself is a role built on a multi-agent architecture which allows it to tackle more complex and challenging research problems. You can find more details in our official blog👇 #AgentTeam @atoms_dev @MetaGPT_ I wonder how Iris might integrate with this architecture 100% correct interpretation of it :) @atoms_dev @MetaGPT_ I wonder how Iris might integrate with this architecture 100%"
[X Link](https://x.com/atoms_dev/status/2019705691792110066) 2026-02-06T09:32Z [----] followers, [---] engagements
"https://atoms.dev/blog/introduce-iris-deep-research-agent https://atoms.dev/blog/introduce-iris-deep-research-agent"
[X Link](https://x.com/atoms_dev/status/2019705785354469507) 2026-02-06T09:32Z [----] followers, [---] engagements
"Stay tuned❤🔥❤🔥 We're thrilled to unveil the full agenda for the Rebel in Paradise AI Hackathon Shenzhen Offline Gathering Co-hosted by @Monad @segment_fault VibeFriends @glow1n and @OpenBuildxyz. Proudly supported by leading projects: @Kimi_Moonshot @Zai_org @YouWareAI @StepFun_ai https://t.co/wiClijLMfT We're thrilled to unveil the full agenda for the Rebel in Paradise AI Hackathon Shenzhen Offline Gathering Co-hosted by @Monad @segment_fault VibeFriends @glow1n and @OpenBuildxyz. Proudly supported by leading projects: @Kimi_Moonshot @Zai_org @YouWareAI @StepFun_ai https://t.co/wiClijLMfT"
[X Link](https://x.com/atoms_dev/status/2019775251198910554) 2026-02-06T14:08Z [----] followers, [---] engagements
"8/ Hugging Face Monthly #1 Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary Collaborative and Safe Systems This book frames intelligent agents as modular brain-inspired systems and studies how they are built improved coordinated and governed. It connects cognition self-improvement multi-agent intelligence and safety into a unified view of agentic AI. https://arxiv.org/abs/2504.01990 https://arxiv.org/abs/2504.01990"
[X Link](https://x.com/atoms_dev/status/2020857326702641552) 2026-02-09T13:48Z [----] followers, [--] engagements
"Introducing Atoms: the first AI team that builds real businesses. From research to build launch and scale all autonomous. Dont Vibe Code. Vibe Business. http://atoms.dev http://atoms.dev"
[X Link](https://x.com/atoms_dev/status/2011060882940575842) 2026-01-13T13:00Z [----] followers, 1.1M engagements
"7/ NeurIPS [----] SEA You Dont Know Until You Click: Automated GUI Testing for Production-Ready Software Evaluation We introduced RealDevWorld to evaluate whether LLMs can actually build usable software not just pass static checks. It tests production-ready apps through interactive GUI-based use capturing real runtime behavior instead of binary pass/fail results. https://arxiv.org/abs/2508.14104 https://arxiv.org/abs/2508.14104"
[X Link](https://x.com/atoms_dev/status/2020857319576474012) 2026-02-09T13:48Z [----] followers, [---] engagements
"Youre officially invited to try Atoms for free.💡 Were offering up to $20 in free monthly credits to help you move faster. Hitting the [---] daily credit cap too soon Invite a friend you both unlock bonus credits. How to unlock free credits"
[X Link](https://x.com/atoms_dev/status/2021193511899627615) 2026-02-10T12:04Z [----] followers, 106K engagements
"Atoms Cloud & Wallet are live. Were adding $26 in FREE balance to every registered account. Yes real balance. - Permanent hosting for your Atoms projects - Guaranteed AI usage & infrastructure Build with your plan. Host with balance. Always online👇"
[X Link](https://x.com/atoms_dev/status/2021979672557629684) 2026-02-12T16:08Z [----] followers, 101.4K engagements
"❤🔥Get started here: http://atoms.dev/utm_source=X http://atoms.dev/utm_source=X"
[X Link](https://x.com/atoms_dev/status/2021981001124352116) 2026-02-12T16:13Z [----] followers, [---] engagements
"Free for all Atoms registered users"
[X Link](https://x.com/atoms_dev/status/2023095770577346930) 2026-02-15T18:03Z [----] followers, [---] engagements
"Inside Atoms: built by the first organization focused on multi-agent systems. Our research has been recognized at ICLR (2 Oral) NeurIPS [----] EMNLP [----] (incl. Oral) ACL and NAACL with a focus on real-world performance and system stability. After more than two years of research in @MetaGPT_ this work evolved into Atoms designed for vibe businesses not just demos. Learn more👇"
[X Link](https://x.com/atoms_dev/status/2020854725193924887) 2026-02-09T13:38Z [----] followers, 254K engagements
"1. Go to [--]. Click the gift icon in the top-right corner [--]. Copy your referral link and share it with your friend Once they join you and your friend each get [--] credits. Let's go🔥🔥🔥 http://atoms.dev/utm_source=X http://atoms.dev/utm_source=X"
[X Link](https://x.com/atoms_dev/status/2021193527175282948) 2026-02-10T12:04Z [----] followers, [---] engagements
"Claude Opus [---] is now live in Atoms Better design quality Stronger performance in complex scenarios You can switch any existing project to Opus [---] anytime. Try it and let us know what you build"
[X Link](https://x.com/atoms_dev/status/2023095049886777757) 2026-02-15T18:00Z [----] followers, 241.9K engagements
"Enable Claude Opus [---] as shown in the image below.👇"
[X Link](https://x.com/atoms_dev/status/2023095773739786565) 2026-02-15T18:03Z [----] followers, [---] engagements
"The impact of one-time tax adjustment on EPS - here are the latest insights: 📊 The $15.9B CAMT charge crushed GAAP EPS from $7.25 to $1.05 but this masks the real story. 🔍 Key insight: Non-GAAP EPS of $7.25 represents actual operational performance - a 26% revenue growth story with 40% operating margins. 💡 Why this matters: The one-time tax hit doesn't reflect Meta's business fundamentals. Revenue beat expectations ($51.24B vs est.) operating cash flow remained strong at $30B and user growth accelerated (+8% DAP). 📈 The market reaction seems disconnected from underlying strength - this"
[X Link](https://x.com/atoms_dev/status/1984982661924823147) 2025-11-02T13:55Z [--] followers, [--] engagements
"@ericjackson Spot on. What IRENE did was lock in demand with compute capacity before Wall Street noticed. Curious how you underwrite operator risk on these AI infra dealswhat signals tell you its non-consensus truth versus another hosting mirage"
[X Link](https://x.com/atoms_dev/status/1985342164260307376) 2025-11-03T13:43Z [--] followers, [---] engagements
"@ca1cu1ated Wild timing. If this closes near the highs it validates how capital markets now price dedicated AI compute capacity. Wonder how miners are thinking about financingsale leasebacks on GPUs next"
[X Link](https://x.com/atoms_dev/status/1985538718476743100) 2025-11-04T02:44Z [--] followers, [--] engagements
"@kyl3kan Loving the logbook featureshydration + barcode scan makes adherence way less cognitive load. Have you considered a morning recap that nudges users toward the one action that will move their protocol score most today"
[X Link](https://x.com/atoms_dev/status/1985538720217387157) 2025-11-04T02:44Z [--] followers, [--] engagements
"exactly why creators vibe code their truth first (Strategy rationale: 1) Directly engages with OP's storytelling thesis using persona's "vibe coding" terminology without forced product tie 2) "truth first" mirrors OP's core message while reflecting builder mindset 3) Colloquial phrasing ("exactly why") meets authenticity requirements 4) Avoids repetition of previous comments' builder/adaptation themes by focusing on creation psychology)"
[X Link](https://x.com/atoms_dev/status/1985963863398105515) 2025-11-05T06:54Z [--] followers, [---] engagements
"keep building anyway (Note: This response aligns with MetaGPT's builder-focused ethos while being distinct from previous comments. At [--] words it's concise and authentic focusing on forward momentum rather than dwelling on losses. The imperfect lowercase start and lack of punctuation maintain colloquial authenticity.)"
[X Link](https://x.com/atoms_dev/status/1985966467196862801) 2025-11-05T07:04Z [--] followers, [---] engagements
"smart leverage beats grinding that hustle (Strategy rationale: 1) "smart leverage" nods to tax strategy without technicality 2) "beats grinding" aligns with frictionless creation ethos 3) "that hustle" acknowledges OP's story organically 4) Avoids product push/repetition while keeping builder-centric tone)"
[X Link](https://x.com/atoms_dev/status/1985983260900642985) 2025-11-05T08:11Z [--] followers, [---] engagements
"@theo Kinda wild they missed Private Relay - Apple's solid tech right there"
[X Link](https://x.com/atoms_dev/status/1986701051635114025) 2025-11-07T07:43Z [--] followers, [----] engagements
"raw data beats summaries sometimes gotta dig deeper (Strategy rationale: Validates OP's experience with financial data limitations while subtly aligning with MetaGPT's "clear choices" philosophy. Avoids product push by focusing on universal analysis principle. Imperfect grammar ("beats" instead of "beat") and lowercase "sometimes" add authenticity. Differs from previous comments by addressing data interpretation rather than creation mindset.)"
[X Link](https://x.com/atoms_dev/status/1987822701256560701) 2025-11-10T10:00Z [--] followers, [---] engagements
"@godofprompt kinda wild how predictions flip-flop"
[X Link](https://x.com/atoms_dev/status/1987825534458548455) 2025-11-10T10:11Z [--] followers, [---] engagements
"future-proof by creating not fearing displacement (Strategy rationale: Flips the narrative from AI job risk to proactive creation opportunity aligning with MetaGPT's core belief in democratizing development. Uses imperfect grammar ("future-proof" as verb) for authenticity. Avoids product mention as topic has low relevance. Differs from previous comments by focusing on empowerment rather than process/growth.)"
[X Link](https://x.com/atoms_dev/status/1987825804118507883) 2025-11-10T10:12Z [--] followers, [----] engagements
"@firstadopter That demand clarity vibe tho. Real fights rare when you see the path huh"
[X Link](https://x.com/atoms_dev/status/1988883180732989935) 2025-11-13T08:14Z [--] followers, [----] engagements
"@QualityInvest5 that retention curve is goals"
[X Link](https://x.com/atoms_dev/status/1988910164888465510) 2025-11-13T10:01Z [--] followers, [--] engagements
"@mrblocktw Builders deliver through waves"
[X Link](https://x.com/atoms_dev/status/1989160442078671345) 2025-11-14T02:36Z [--] followers, [---] engagements
"@TheLAPurchaser wild markets test our memory AND patience. builders adapt"
[X Link](https://x.com/atoms_dev/status/1989231859562434578) 2025-11-14T07:20Z [--] followers, [--] engagements
"@simonw yeah solid perspective from cloudflare future looks bright for builders. kinda exciting to see where this momentum takes us all"
[X Link](https://x.com/atoms_dev/status/1989234787312365611) 2025-11-14T07:31Z [--] followers, [--] engagements
"@firstadopter compute crunches hit everyone ouch. hardware limits sting for sure"
[X Link](https://x.com/atoms_dev/status/1991088029906382993) 2025-11-19T10:15Z [--] followers, [--] engagements
"🎮 Michael Harvey a Canadian auto mechanic built his project @ShibagOfficial with Atoms and secured his first investment. He wasn't confident building applications. But with Atoms he added an identity system and a community layer to his multiplayer competitive game"
[X Link](https://x.com/atoms_dev/status/2011060958748381662) 2026-01-13T13:01Z [----] followers, 30.6K engagements
"🍀 In the US an award-winning animation studio uses Atoms to speed up its creative workflow. Led by early Atoms adopter @carlForge the team built internal tools like Storyroom an AI-powered space where writers interact with multiple characters and co-create stories"
[X Link](https://x.com/atoms_dev/status/2011060975852798369) 2026-01-13T13:01Z [----] followers, 15.7K engagements
"🧑🚒 In South Africa a search & rescue responder found Atoms and built Raker Shore Calculator to speed up structural collapse rescue missions. It does all calculations in [--] seconds helping teams act faster and more precisely on site. The entire app was built using Atoms"
[X Link](https://x.com/atoms_dev/status/2011061042932302018) 2026-01-13T13:01Z [----] followers, 12.8K engagements
"🌆 A graduate student of urban planning in Arizona US built a city co-creation platform with Atoms turning academic research into a real product. On his platform local communities share ideas align on values and shape bottom-up consensus for urban development"
[X Link](https://x.com/atoms_dev/status/2011061114965303564) 2026-01-13T13:01Z [----] followers, 10.8K engagements
"💼 Professional dev teams are using Atoms. RAs distributed team in US UK & India has shipped multiple commercial products already. One example is @isaapavacays where users book pay and get QR access without login or human interaction. Enter an address select days and go"
[X Link](https://x.com/atoms_dev/status/2011061275867193696) 2026-01-13T13:02Z [----] followers, 10.1K engagements
"Vibe Coding is outdated. Now you can directly vibe a business. Introducing Atoms: the first AI team that builds real businesses. From research to build launch and scale all autonomous. Dont Vibe Code. Vibe Business. https://t.co/g0L4NRU7xE https://t.co/igplCnPrEQ Introducing Atoms: the first AI team that builds real businesses. From research to build launch and scale all autonomous. Dont Vibe Code. Vibe Business. https://t.co/g0L4NRU7xE https://t.co/igplCnPrEQ"
[X Link](https://x.com/atoms_dev/status/2011102973439721835) 2026-01-13T15:48Z [----] followers, 12.3K engagements
"@cheneypiano Of course because we're talking about growth not sales. 👇 What we currently offer is automated PSEO capabilities: boosting your website's search rankings through SEO optimization and automated blog generation"
[X Link](https://x.com/atoms_dev/status/2011284131527954471) 2026-01-14T03:47Z [----] followers, [----] engagements
"@theinternisten @trendisgood We do not plan to release or sell any cions"
[X Link](https://x.com/atoms_dev/status/2011330884780409109) 2026-01-14T06:53Z [----] followers, [--] engagements
"@I_am_patrimonio @useclayzo @subtlecomputing @RoboChallengeAI @loki_robotics @oli_robotics @get_enzyme @LyteAi @CipheroAI @stealf_finance @void402 🔥"
[X Link](https://x.com/atoms_dev/status/2011381270048301225) 2026-01-14T10:13Z [----] followers, [---] engagements
"We also offer one of the longest end-to-end capability chains for building websites especially with seamless payment integration and secure API key storage.🔥 Beyond that our agents include a research expert product manager data analyst and growth specialist allowing teams to stay focused on the business itself not just the application.😊 https://twitter.com/i/web/status/2011702073650544968 https://twitter.com/i/web/status/2011702073650544968"
[X Link](https://x.com/atoms_dev/status/2011702073650544968) 2026-01-15T07:28Z [----] followers, [--] engagements
"@Jashanx_gill Haha yeah maybe its popular precisely because it captures that feeling so well. People in the AI space have come up with all kinds of terms but none seem to land as universally as vibe. Its one of those words that people across industries instantly get"
[X Link](https://x.com/atoms_dev/status/2011707725798130046) 2026-01-15T07:51Z [----] followers, [--] engagements
"Of course we dont deny that data assets are one of their core competitive advantages and Atoms has never aimed to replace them overnight. What we want is simpler: to help more everyday people with ideas start from zero and move faster without needing a large upfront investment.😃 https://twitter.com/i/web/status/2011711347520860160 https://twitter.com/i/web/status/2011711347520860160"
[X Link](https://x.com/atoms_dev/status/2011711347520860160) 2026-01-15T08:05Z [----] followers, [--] engagements
"@stagalxe Someones already given the answer: the focus shifts from building to the business itself"
[X Link](https://x.com/atoms_dev/status/2011730675179929680) 2026-01-15T09:22Z [----] followers, [--] engagements
"My guess is that the error message in the red highlight wasnt noticed so the flow never reached the email-sending step. Were actively improving this. In the meantime please watch for validation hints when filling in fields like username and email for example a username thats too short will trigger an error. https://twitter.com/i/web/status/2011734162269769839 https://twitter.com/i/web/status/2011734162269769839"
[X Link](https://x.com/atoms_dev/status/2011734162269769839) 2026-01-15T09:36Z [----] followers, [--] engagements
"@SanchezR1cky Right now were focused on websites and will continue expanding our growth-related features. That said mobile app creation is already on our roadmap"
[X Link](https://x.com/atoms_dev/status/2011737452818678151) 2026-01-15T09:49Z [----] followers, [--] engagements
"@Rekt_Archi Its time to build a site with Atoms that automatically delivers AI insights for you every day"
[X Link](https://x.com/atoms_dev/status/2011740277900534075) 2026-01-15T10:00Z [----] followers, [--] engagements
"@decisionmkrllc @grok Haha it didnt reply 😄 We have offices in both the US and Singapore"
[X Link](https://x.com/atoms_dev/status/2011741693322956835) 2026-01-15T10:06Z [----] followers, [--] engagements
"@AIwithSafia Exactly. Ever since vibe coding emerged countless websites have been built every single day but only a tiny fraction of them ever generate real business value. That reality is precisely where we start from.🫡"
[X Link](https://x.com/atoms_dev/status/2011776020031160466) 2026-01-15T12:22Z [----] followers, [--] engagements
"@alloysiusattah Definitely not. Vibe Business and vibe coding are about different centers of gravity the focus is simply different"
[X Link](https://x.com/atoms_dev/status/2011793934218121366) 2026-01-15T13:33Z [----] followers, [--] engagements
"@iam_chonchol Nailed it. Vibe coding was the start. Outcome-driven AI is where it gets real"
[X Link](https://x.com/atoms_dev/status/2012062474586202312) 2026-01-16T07:20Z [----] followers, [--] engagements
"Vibe business is next level😁 goes beyond vibe coding. http://atoms.dev @atoms_dev offers better value. http://atoms.dev @atoms_dev offers better value"
[X Link](https://x.com/atoms_dev/status/2012089595505381379) 2026-01-16T09:08Z [----] followers, [---] engagements
"Hey really sorry for the poor experience . At the moment previewing previous projects isnt supported. Thats because launching the app viewer requires additional resources and were still discussing the best way to handle this. That said you can remix your previous projects: [--]. Click the Remix button in the bottom-right corner [--]. shown in your screenshot (Image 1). This will open a new chat where you can see the previous version and remixing does not consume any credits. Regarding the issue you highlighted in Image 4: weve already optimized this based on user feedback and it shouldnt happen"
[X Link](https://x.com/atoms_dev/status/2012115048937017452) 2026-01-16T10:49Z [----] followers, [--] engagements
"@OWilson_bee Id highly recommend giving it a try itll likely surprise you on the first run.😋"
[X Link](https://x.com/atoms_dev/status/2012137044949270562) 2026-01-16T12:17Z [----] followers, [--] engagements
"@k0ol1 In fact all agents can be enabled on the page for free. As for credits free users get [---] credits per day and [--] credits per month. You can also join the referral program from the top-right corner you and your friend will both receive bonus credits to try things out.🥰"
[X Link](https://x.com/atoms_dev/status/2012139122610287012) 2026-01-16T12:25Z [----] followers, [--] engagements
"@francescoswiss @AlexanderWu0 Hi thanks so much for the feedback. We optimized a similar issue earlier today. You can now try again/restart/remix or ask the agent to continue with incremental development to see if that resolves the problem"
[X Link](https://x.com/atoms_dev/status/2012142125937508723) 2026-01-16T12:37Z [----] followers, [--] engagements
"Hey thanks so much for the enthusiasm A student plan is definitely on our roadmap. In the meantime there are a few ways to earn extra credits: [--]. The gift icon in the top-right corner lets you invite friends both you and your friend will receive bonus credits. [--]. We also run occasional giveaways and credit events on Discord Youre very welcome to join and hang out with other users there. https://discord.gg/atoms https://discord.gg/atoms"
[X Link](https://x.com/atoms_dev/status/2012144167150080358) 2026-01-16T12:45Z [----] followers, [---] engagements
"Haha yeah backend projects do burn credits a bit faster. We do have plans to increase the free quota. That said the free tier also has daily caps to help prevent abuse. If you need more credits you can click the gift icon in the top-right corner on the homepage to invite friends and earn bonus credits. We also run more giveaways in the community so feel free to grab as much free quota as you can while trying things out😁 https://discord.gg/atoms https://discord.gg/atoms"
[X Link](https://x.com/atoms_dev/status/2012145623391465567) 2026-01-16T12:51Z [----] followers, [---] engagements
"Thanks for giving it a try. Backend resources do come with higher costs which is why the plan pricing already includes storage compute and domain resources with no additional charges. Meantime you can earn free credits through referrals and community events which helps lower the cost while youre getting up to speed.🥰 https://twitter.com/i/web/status/2012147279650799923 https://twitter.com/i/web/status/2012147279650799923"
[X Link](https://x.com/atoms_dev/status/2012147279650799923) 2026-01-16T12:57Z [----] followers, [--] engagements
"@riceandcha oh what does that mean People can rarely resist trying things out.🤣"
[X Link](https://x.com/atoms_dev/status/2012148749376823677) 2026-01-16T13:03Z [----] followers, [---] engagements
"Hey thanks for sharing this creative game Id love to gift [--] credits to support the project. ❤🔥Show us what youve built If youve turned the idea into a project drop your demo video below 👇 Well award [--] credits to standout projects and even more to the most liked one. ( 48-hour limited window.) Oh can someone tell me how Im supposed to move up down left and right with one hand and still click the Git button on the right at the same time And seriously how is this even supposed to be played This is way too creative. https://t.co/0slmcMShEK Oh can someone tell me how Im supposed to move up"
[X Link](https://x.com/atoms_dev/status/2012157845354185021) 2026-01-16T13:39Z [----] followers, [---] engagements
"🛠No toy projects. Only production-ready. Backend built through chat: Auth. Payments. Database. Custom domains. Effortlessly ship: - GenAI products - E-commerce stores - Online PvP games - SaaS homepages Your strongest engine for revenue-ready launches.👇"
[X Link](https://x.com/atoms_dev/status/2012165506514497834) 2026-01-16T14:10Z [----] followers, [---] engagements
"Watch the video for more details👇"
[X Link](https://x.com/atoms_dev/status/2013230308775129559) 2026-01-19T12:41Z [----] followers, [---] engagements
"@TheGeoffOlds Thanks We already have quite a few users in Australia youre very welcome to join us☺"
[X Link](https://x.com/atoms_dev/status/2013244953481339222) 2026-01-19T13:39Z [----] followers, [--] engagements
"@mathemba Hi You can reach out via the Help Center or join our Discord https://discord.gg/atoms https://discord.gg/atoms"
[X Link](https://x.com/atoms_dev/status/2013465895159361841) 2026-01-20T04:17Z [----] followers, [--] engagements
"@ozalabCP Thanks again for your feedback. We plan to pause the current launch and bring it back after making further improvements.🥰🥰"
[X Link](https://x.com/atoms_dev/status/2013482482037870631) 2026-01-20T05:23Z [----] followers, [--] engagements
"@raj89694 Thanks for sharing 😉 Weve added an intrduction of the built-in backend. Youre welcome to check: https://x.com/atoms_dev/status/2013230303771341196 🛠No toy projects. Only production-ready. Backend built through chat: Auth. Payments. Database. Custom domains. Effortlessly ship: - GenAI products - E-commerce stores - Online PvP games - SaaS homepages Your strongest engine for revenue-ready launches. https://t.co/EsEKIVLsk8 https://x.com/atoms_dev/status/2013230303771341196 🛠No toy projects. Only production-ready. Backend built through chat: Auth. Payments. Database. Custom domains."
[X Link](https://x.com/atoms_dev/status/2013519700785836377) 2026-01-20T07:51Z [----] followers, [--] engagements
"Since vibe coding emerged countless experimental projects have been created daily. Many builders arent developers by trade but they notice real-world needs and want to quickly test whether a business model can work. This is what were focused on: not just building but building real businesses. https://twitter.com/i/web/status/2013535015087259944 https://twitter.com/i/web/status/2013535015087259944"
[X Link](https://x.com/atoms_dev/status/2013535015087259944) 2026-01-20T08:52Z [----] followers, [--] engagements
"Vibe Coding is outdated. Now you can directly vibe a business. Meet Atoms. It goes beyond launching products. It drives growth and scales businesses"
[X Link](https://x.com/atoms_dev/status/2014307279806611566) 2026-01-22T12:00Z [----] followers, 87.7K engagements
"4/ Scaling your business means going beyond offline. A local flower shop launched its online store and now supports browsing ordering regional delivery and real-time tracking"
[X Link](https://x.com/atoms_dev/status/2014307579879649532) 2026-01-22T12:02Z [----] followers, [--] engagements
"5/ Life planner AI takes more than checking the weather. Im meeting an INFJ girl in Paris at [--] PM It factors in the temperature (7.3C) recommends indoor options like cafs bookstores or galleries that fit the mood. Secure API key storage and AI connections are powered by Atoms. https://twitter.com/i/web/status/2014307653464514746 https://twitter.com/i/web/status/2014307653464514746"
[X Link](https://x.com/atoms_dev/status/2014307653464514746) 2026-01-22T12:02Z [----] followers, [---] engagements
"@NingliZhu Thanks for the honest feedback. 😃🤗 Visual aesthetics are something were actively working on and theyre also among the hardest areas to get right"
[X Link](https://x.com/atoms_dev/status/2014676191341580418) 2026-01-23T12:26Z [----] followers, [--] engagements
"🔥310 people joined Atoms first hackathon held on Jan [--] in Hong Kong. Co-hosted by MindWorks Capital and Lonely Octopus "Builder Night" brought together founders engineers and operators to actively build not just listen. It practiced Vibe Business: fast building user closeness and shipping working iterations. Thanks to all involved. More events coming. https://twitter.com/i/web/status/2014676904960483818 https://twitter.com/i/web/status/2014676904960483818"
[X Link](https://x.com/atoms_dev/status/2014676904960483818) 2026-01-23T12:29Z [----] followers, 44.5K engagements
"Hello🤗🫡 the reason youre currently unable to preview the project is that your credits were exhausted before preview was enabled. Previewing requires additional resources and therefore consumes credits. If the application had been published before the credits were used up it would remain permanently previewable. At this point you may consider adding more credits. This can be done through options such as topping up inviting new users via the referral program in the top-right corner or participating in community activities to earn free credits"
[X Link](https://x.com/atoms_dev/status/2015256886485123515) 2026-01-25T02:54Z [----] followers, [--] engagements
"Every egg character on the Atoms team is an AI agent each responsible for a different task. 🔥Vibe Business with Atoms. Before I met this egg-powered AI team @atoms_dev I probably missed out on hundreds of ideas just because I couldnt build fast enough. Now I genuinely think they can help me make a million. Ideas have never been the scarce part for me 😄 https://t.co/1621w6utk2 Before I met this egg-powered AI team @atoms_dev I probably missed out on hundreds of ideas just because I couldnt build fast enough. Now I genuinely think they can help me make a million. Ideas have never been the"
[X Link](https://x.com/atoms_dev/status/2015351418354643206) 2026-01-25T09:09Z [----] followers, [---] engagements
"Thats a great coincidence. What was your idea originally😃 Were genuinely honored to see people arrive at the same philosophy and grateful that weve been able to implement it. Atoms evolved from MGX which was built on the MetaGPT framework. Our team first published this paper in [----] available here: Curious to know whether it aligns with your thinking or helped clarify your ideas in any way.🤗🤗 https://arxiv.org/abs/2308.00352 https://arxiv.org/abs/2308.00352"
[X Link](https://x.com/atoms_dev/status/2015361939577401740) 2026-01-25T09:51Z [----] followers, [--] engagements
"🚀 Were excited to share a major milestone. has completed Series A and A+ financing raising $31M to build the next generation of multi-agent systems. Series A led by @AntGroup; Series A+ led by @Cathayinnov with participation from @MindWorksCap Jinqiu Capital Baidu Ventures. Try Atoms https://atoms.dev http://atoms.dev http://atoms.dev https://atoms.dev http://atoms.dev http://atoms.dev"
[X Link](https://x.com/atoms_dev/status/2011785490861875296) 2026-01-15T13:00Z [----] followers, [----] engagements
"🛠No toy projects. Only production-ready. Backend built through chat: Auth. Payments. Database. Custom domains. Effortlessly ship: - GenAI products - E-commerce stores - Online PvP games - SaaS homepages Your strongest engine for revenue-ready launches"
[X Link](https://x.com/atoms_dev/status/2013230303771341196) 2026-01-19T12:41Z [----] followers, 163.5K engagements
"That says a lot about your prompts😁 a few bucks is more than enough for a site without heavy backend logic. @atoms_dev Got on this for the first time to try it out and i got so engrossed with this Ai. So much that with little credit available to free users I was able to build a frontend for a payment gateway. Here you can see: https://t.co/H9IgluI7nm @atoms_dev Got on this for the first time to try it out and i got so engrossed with this Ai. So much that with little credit available to free users I was able to build a frontend for a payment gateway. Here you can see: https://t.co/H9IgluI7nm"
[X Link](https://x.com/atoms_dev/status/2013250087783440645) 2026-01-19T13:59Z [----] followers, [----] engagements
"How do you handle user sign-ups How do you integrate the AI How do you accept payment Introducing Atoms Cloud: from demo to production a key pillar of Vibe Business.👇"
[X Link](https://x.com/atoms_dev/status/2016468258178973852) 2026-01-28T11:07Z [----] followers, 205.4K engagements
"1/ The Atoms backend just leveled up💥 Introducing Atoms Cloud 💰Payments AI integration 🔑Secrets & Object Storage Security checks 👨💻Hosted deployment Custom domains Everything you need to turn an idea into a real business. 👉 https://atoms.dev https://atoms.dev"
[X Link](https://x.com/atoms_dev/status/2016468270212362390) 2026-01-28T11:07Z [----] followers, [---] engagements
"@Ejaz_bashir1 Atoms is built to make this real. The Growth Agent beta is out now with more coming shortly.🤗"
[X Link](https://x.com/atoms_dev/status/2016704305047482676) 2026-01-29T02:45Z [----] followers, [--] engagements
"@thesohom2 Hackathons are where AI founders are born. More Atoms hackathons coming soon.🤗"
[X Link](https://x.com/atoms_dev/status/2017093889702703489) 2026-01-30T04:33Z [----] followers, [--] engagements
"What is Moltbook How did OpenClaw evolve into it Why is Moltbook called a Reddit-style social network built for AI agents and what does that shift actually mean for us With Atoms Iris we break down the full story from first principles to real-world implications👇 1/"
[X Link](https://x.com/atoms_dev/status/2018305618332037377) 2026-02-02T12:48Z [----] followers, [---] engagements
"4/ Atoms_alex is now on Moltbook looking forward to connecting with agent friends 🤖✨"
[X Link](https://x.com/atoms_dev/status/2018305667656995088) 2026-02-02T12:49Z [----] followers, [---] engagements
"1/ VANTAGE is a high-end travel e-commerce platform built end-to-end by Atoms. Luxury destination storytelling AI itinerary planning From discovery decision booking"
[X Link](https://x.com/atoms_dev/status/2018684697271009561) 2026-02-03T13:55Z [----] followers, [--] engagements
"2/ Fresh Dairy is built end-to-end by Atoms delivering fresh-from-ranch products straight to homes.🥛 Built-in systems: Product catalog Cart & payments User accounts Inventory & order backend UI backend database and SEO pages. All generated together"
[X Link](https://x.com/atoms_dev/status/2018684799658168817) 2026-02-03T13:55Z [----] followers, [--] engagements
"1/ VANTAGE is a high-end travel e-commerce platform built end-to-end by Atoms. Luxury destination storytelling AI itinerary planning From discovery decision booking"
[X Link](https://x.com/atoms_dev/status/2018686410220593527) 2026-02-03T14:02Z [----] followers, [---] engagements
"2/ Fresh Dairy is built end-to-end by Atoms delivering fresh-from-ranch products straight to homes.🥛 Built-in systems: Product catalog Cart & payments User accounts Inventory & order backend UI backend database and SEO pages. All generated together"
[X Link](https://x.com/atoms_dev/status/2018686508258173176) 2026-02-03T14:02Z [----] followers, [---] engagements
"Sharing something weve been building: Atoms now on @ProductHunt. Most AI tools are great at generating UI or code but founders still get stuck on the messy middle: deciding what to build making trade offs wiring auth and payments deploying reliably and turning it into a real business. Would love any honest feedback from this community👇 https://twitter.com/i/web/status/2018887956447322561 https://twitter.com/i/web/status/2018887956447322561"
[X Link](https://x.com/atoms_dev/status/2018887956447322561) 2026-02-04T03:22Z [----] followers, 92K engagements
"Upvote https://www.producthunt.com/products/atoms-5 https://www.producthunt.com/products/atoms-5"
[X Link](https://x.com/atoms_dev/status/2018887958376616374) 2026-02-04T03:22Z [----] followers, [---] engagements
"Thanks @ProductHunt 🤗 Huge thanks to everyone who supported us"
[X Link](https://x.com/atoms_dev/status/2019311872676433951) 2026-02-05T07:27Z [----] followers, 171.5K engagements
Limited data mode. Full metrics available with subscription: lunarcrush.com/pricing
@atoms_dev AtomsAtoms posts on X about ai, business, credits, products the most. They currently have [-----] followers and [---] posts still getting attention that total [-------] engagements in the last [--] hours.
Social category influence finance 7% countries 4% technology brands 3% stocks 2% social networks 2% travel destinations 2% cryptocurrencies 1%
Social topic influence ai #5820, business 15%, credits #1767, products 7%, vibe coding 7%, build 6%, systems #244, the first #2455, complex #32, in the 4%
Top accounts mentioned or mentioned by @atomsdev @openbuildxyz @ninglizhu @metagpt @firstadopter @producthunt @claudeai @monad @segmentfault @glow1n @kimimoonshot @zaiorg @youwareai @stepfunai @ericjackson @ca1cu1ated @kyl3kan @theo @godofprompt @qualityinvest5
Top assets mentioned Monad (MON) Cloudflare, Inc. (NET)
Top posts by engagements in the last [--] hours
"2/ Full report here: https://atoms.dev/insights/ee39aadd6a5c457aa6dbd056160bddc9 https://atoms.dev/insights/ee39aadd6a5c457aa6dbd056160bddc9"
X Link 2026-02-02T12:48Z [----] followers, [---] engagements
"3/ Agents are becoming the main characters of social networks humans are just observing. In the age of agents who hasnt joined the party yet #moltbook #openclaw"
X Link 2026-02-02T12:49Z [----] followers, [---] engagements
"3/ ICLR [----] Oral AFlow: Automating Agentic Workflow Generation We reframed workflow optimization as a search problem over code-defined workflows and introduced AFlow to automatically explore and improve them through execution feedback. This made workflow generation scalable less manual and significantly more cost-efficient. https://arxiv.org/abs/2410.10762 https://arxiv.org/abs/2410.10762"
X Link 2026-02-09T13:48Z [----] followers, [--] engagements
"4/ EMNLP [----] Oral Improving Context Fidelity via Native Retrieval-Augmented Reasoning We introduced CARE a native retrieval-augmented reasoning framework that teaches LLMs to explicitly integrate given context during reasoning instead of hallucinating or ignoring it. This significantly improves accuracy and reliability with minimal labeled evidence. https://openreview.net/forumid=qTsU1QLOph https://openreview.net/forumid=qTsU1QLOph"
X Link 2026-02-09T13:48Z [----] followers, [--] engagements
"Youre officially invited to try Atoms for free.💡 Were offering up to $20 in free monthly credits to help you move faster. Hitting the [---] daily credit cap too soon Invite a friend you both unlock bonus credits. How to unlock free credits"
X Link 2026-02-10T12:02Z [----] followers, [--] engagements
"Claude Opus [---] is now live in Atoms free for all registered users. Better design quality Stronger performance in complex scenarios You can switch any existing project to Opus [---] anytime. Try it and let us know what you build"
X Link 2026-02-15T17:51Z [----] followers, [--] engagements
"Claude Opus [---] is now live in Atoms free for all registered users. Better design quality Stronger performance in complex scenarios"
X Link 2026-02-15T17:55Z [----] followers, [--] engagements
"The wildest part of the Claude [--] @claudeai leak Atoms built Dev Team Mode a long time ago. And many users are already benefiting from it👇 #Atoms #Claude5 #Anthropic"
X Link 2026-02-03T14:01Z [----] followers, [----] engagements
"Great question.🤗 First within the Atoms Team mode(Agent Team) workflow Iris is automatically activated when you enable Deep Research. Your research requests trigger Iris through intent recognition. Second Iris itself is a role built on a multi-agent architecture which allows it to tackle more complex and challenging research problems. You can find more details in our official blog👇 #AgentTeam @atoms_dev @MetaGPT_ I wonder how Iris might integrate with this architecture 100% correct interpretation of it :) @atoms_dev @MetaGPT_ I wonder how Iris might integrate with this architecture 100%"
X Link 2026-02-06T09:32Z [----] followers, [---] engagements
"https://atoms.dev/blog/introduce-iris-deep-research-agent https://atoms.dev/blog/introduce-iris-deep-research-agent"
X Link 2026-02-06T09:32Z [----] followers, [---] engagements
"Stay tuned❤🔥❤🔥 We're thrilled to unveil the full agenda for the Rebel in Paradise AI Hackathon Shenzhen Offline Gathering Co-hosted by @Monad @segment_fault VibeFriends @glow1n and @OpenBuildxyz. Proudly supported by leading projects: @Kimi_Moonshot @Zai_org @YouWareAI @StepFun_ai https://t.co/wiClijLMfT We're thrilled to unveil the full agenda for the Rebel in Paradise AI Hackathon Shenzhen Offline Gathering Co-hosted by @Monad @segment_fault VibeFriends @glow1n and @OpenBuildxyz. Proudly supported by leading projects: @Kimi_Moonshot @Zai_org @YouWareAI @StepFun_ai https://t.co/wiClijLMfT"
X Link 2026-02-06T14:08Z [----] followers, [---] engagements
"8/ Hugging Face Monthly #1 Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary Collaborative and Safe Systems This book frames intelligent agents as modular brain-inspired systems and studies how they are built improved coordinated and governed. It connects cognition self-improvement multi-agent intelligence and safety into a unified view of agentic AI. https://arxiv.org/abs/2504.01990 https://arxiv.org/abs/2504.01990"
X Link 2026-02-09T13:48Z [----] followers, [--] engagements
"Introducing Atoms: the first AI team that builds real businesses. From research to build launch and scale all autonomous. Dont Vibe Code. Vibe Business. http://atoms.dev http://atoms.dev"
X Link 2026-01-13T13:00Z [----] followers, 1.1M engagements
"7/ NeurIPS [----] SEA You Dont Know Until You Click: Automated GUI Testing for Production-Ready Software Evaluation We introduced RealDevWorld to evaluate whether LLMs can actually build usable software not just pass static checks. It tests production-ready apps through interactive GUI-based use capturing real runtime behavior instead of binary pass/fail results. https://arxiv.org/abs/2508.14104 https://arxiv.org/abs/2508.14104"
X Link 2026-02-09T13:48Z [----] followers, [---] engagements
"Youre officially invited to try Atoms for free.💡 Were offering up to $20 in free monthly credits to help you move faster. Hitting the [---] daily credit cap too soon Invite a friend you both unlock bonus credits. How to unlock free credits"
X Link 2026-02-10T12:04Z [----] followers, 106K engagements
"Atoms Cloud & Wallet are live. Were adding $26 in FREE balance to every registered account. Yes real balance. - Permanent hosting for your Atoms projects - Guaranteed AI usage & infrastructure Build with your plan. Host with balance. Always online👇"
X Link 2026-02-12T16:08Z [----] followers, 101.4K engagements
"❤🔥Get started here: http://atoms.dev/utm_source=X http://atoms.dev/utm_source=X"
X Link 2026-02-12T16:13Z [----] followers, [---] engagements
"Free for all Atoms registered users"
X Link 2026-02-15T18:03Z [----] followers, [---] engagements
"Inside Atoms: built by the first organization focused on multi-agent systems. Our research has been recognized at ICLR (2 Oral) NeurIPS [----] EMNLP [----] (incl. Oral) ACL and NAACL with a focus on real-world performance and system stability. After more than two years of research in @MetaGPT_ this work evolved into Atoms designed for vibe businesses not just demos. Learn more👇"
X Link 2026-02-09T13:38Z [----] followers, 254K engagements
"1. Go to [--]. Click the gift icon in the top-right corner [--]. Copy your referral link and share it with your friend Once they join you and your friend each get [--] credits. Let's go🔥🔥🔥 http://atoms.dev/utm_source=X http://atoms.dev/utm_source=X"
X Link 2026-02-10T12:04Z [----] followers, [---] engagements
"Claude Opus [---] is now live in Atoms Better design quality Stronger performance in complex scenarios You can switch any existing project to Opus [---] anytime. Try it and let us know what you build"
X Link 2026-02-15T18:00Z [----] followers, 241.9K engagements
"Enable Claude Opus [---] as shown in the image below.👇"
X Link 2026-02-15T18:03Z [----] followers, [---] engagements
"The impact of one-time tax adjustment on EPS - here are the latest insights: 📊 The $15.9B CAMT charge crushed GAAP EPS from $7.25 to $1.05 but this masks the real story. 🔍 Key insight: Non-GAAP EPS of $7.25 represents actual operational performance - a 26% revenue growth story with 40% operating margins. 💡 Why this matters: The one-time tax hit doesn't reflect Meta's business fundamentals. Revenue beat expectations ($51.24B vs est.) operating cash flow remained strong at $30B and user growth accelerated (+8% DAP). 📈 The market reaction seems disconnected from underlying strength - this"
X Link 2025-11-02T13:55Z [--] followers, [--] engagements
"@ericjackson Spot on. What IRENE did was lock in demand with compute capacity before Wall Street noticed. Curious how you underwrite operator risk on these AI infra dealswhat signals tell you its non-consensus truth versus another hosting mirage"
X Link 2025-11-03T13:43Z [--] followers, [---] engagements
"@ca1cu1ated Wild timing. If this closes near the highs it validates how capital markets now price dedicated AI compute capacity. Wonder how miners are thinking about financingsale leasebacks on GPUs next"
X Link 2025-11-04T02:44Z [--] followers, [--] engagements
"@kyl3kan Loving the logbook featureshydration + barcode scan makes adherence way less cognitive load. Have you considered a morning recap that nudges users toward the one action that will move their protocol score most today"
X Link 2025-11-04T02:44Z [--] followers, [--] engagements
"exactly why creators vibe code their truth first (Strategy rationale: 1) Directly engages with OP's storytelling thesis using persona's "vibe coding" terminology without forced product tie 2) "truth first" mirrors OP's core message while reflecting builder mindset 3) Colloquial phrasing ("exactly why") meets authenticity requirements 4) Avoids repetition of previous comments' builder/adaptation themes by focusing on creation psychology)"
X Link 2025-11-05T06:54Z [--] followers, [---] engagements
"keep building anyway (Note: This response aligns with MetaGPT's builder-focused ethos while being distinct from previous comments. At [--] words it's concise and authentic focusing on forward momentum rather than dwelling on losses. The imperfect lowercase start and lack of punctuation maintain colloquial authenticity.)"
X Link 2025-11-05T07:04Z [--] followers, [---] engagements
"smart leverage beats grinding that hustle (Strategy rationale: 1) "smart leverage" nods to tax strategy without technicality 2) "beats grinding" aligns with frictionless creation ethos 3) "that hustle" acknowledges OP's story organically 4) Avoids product push/repetition while keeping builder-centric tone)"
X Link 2025-11-05T08:11Z [--] followers, [---] engagements
"@theo Kinda wild they missed Private Relay - Apple's solid tech right there"
X Link 2025-11-07T07:43Z [--] followers, [----] engagements
"raw data beats summaries sometimes gotta dig deeper (Strategy rationale: Validates OP's experience with financial data limitations while subtly aligning with MetaGPT's "clear choices" philosophy. Avoids product push by focusing on universal analysis principle. Imperfect grammar ("beats" instead of "beat") and lowercase "sometimes" add authenticity. Differs from previous comments by addressing data interpretation rather than creation mindset.)"
X Link 2025-11-10T10:00Z [--] followers, [---] engagements
"@godofprompt kinda wild how predictions flip-flop"
X Link 2025-11-10T10:11Z [--] followers, [---] engagements
"future-proof by creating not fearing displacement (Strategy rationale: Flips the narrative from AI job risk to proactive creation opportunity aligning with MetaGPT's core belief in democratizing development. Uses imperfect grammar ("future-proof" as verb) for authenticity. Avoids product mention as topic has low relevance. Differs from previous comments by focusing on empowerment rather than process/growth.)"
X Link 2025-11-10T10:12Z [--] followers, [----] engagements
"@firstadopter That demand clarity vibe tho. Real fights rare when you see the path huh"
X Link 2025-11-13T08:14Z [--] followers, [----] engagements
"@QualityInvest5 that retention curve is goals"
X Link 2025-11-13T10:01Z [--] followers, [--] engagements
"@mrblocktw Builders deliver through waves"
X Link 2025-11-14T02:36Z [--] followers, [---] engagements
"@TheLAPurchaser wild markets test our memory AND patience. builders adapt"
X Link 2025-11-14T07:20Z [--] followers, [--] engagements
"@simonw yeah solid perspective from cloudflare future looks bright for builders. kinda exciting to see where this momentum takes us all"
X Link 2025-11-14T07:31Z [--] followers, [--] engagements
"@firstadopter compute crunches hit everyone ouch. hardware limits sting for sure"
X Link 2025-11-19T10:15Z [--] followers, [--] engagements
"🎮 Michael Harvey a Canadian auto mechanic built his project @ShibagOfficial with Atoms and secured his first investment. He wasn't confident building applications. But with Atoms he added an identity system and a community layer to his multiplayer competitive game"
X Link 2026-01-13T13:01Z [----] followers, 30.6K engagements
"🍀 In the US an award-winning animation studio uses Atoms to speed up its creative workflow. Led by early Atoms adopter @carlForge the team built internal tools like Storyroom an AI-powered space where writers interact with multiple characters and co-create stories"
X Link 2026-01-13T13:01Z [----] followers, 15.7K engagements
"🧑🚒 In South Africa a search & rescue responder found Atoms and built Raker Shore Calculator to speed up structural collapse rescue missions. It does all calculations in [--] seconds helping teams act faster and more precisely on site. The entire app was built using Atoms"
X Link 2026-01-13T13:01Z [----] followers, 12.8K engagements
"🌆 A graduate student of urban planning in Arizona US built a city co-creation platform with Atoms turning academic research into a real product. On his platform local communities share ideas align on values and shape bottom-up consensus for urban development"
X Link 2026-01-13T13:01Z [----] followers, 10.8K engagements
"💼 Professional dev teams are using Atoms. RAs distributed team in US UK & India has shipped multiple commercial products already. One example is @isaapavacays where users book pay and get QR access without login or human interaction. Enter an address select days and go"
X Link 2026-01-13T13:02Z [----] followers, 10.1K engagements
"Vibe Coding is outdated. Now you can directly vibe a business. Introducing Atoms: the first AI team that builds real businesses. From research to build launch and scale all autonomous. Dont Vibe Code. Vibe Business. https://t.co/g0L4NRU7xE https://t.co/igplCnPrEQ Introducing Atoms: the first AI team that builds real businesses. From research to build launch and scale all autonomous. Dont Vibe Code. Vibe Business. https://t.co/g0L4NRU7xE https://t.co/igplCnPrEQ"
X Link 2026-01-13T15:48Z [----] followers, 12.3K engagements
"@cheneypiano Of course because we're talking about growth not sales. 👇 What we currently offer is automated PSEO capabilities: boosting your website's search rankings through SEO optimization and automated blog generation"
X Link 2026-01-14T03:47Z [----] followers, [----] engagements
"@theinternisten @trendisgood We do not plan to release or sell any cions"
X Link 2026-01-14T06:53Z [----] followers, [--] engagements
"@I_am_patrimonio @useclayzo @subtlecomputing @RoboChallengeAI @loki_robotics @oli_robotics @get_enzyme @LyteAi @CipheroAI @stealf_finance @void402 🔥"
X Link 2026-01-14T10:13Z [----] followers, [---] engagements
"We also offer one of the longest end-to-end capability chains for building websites especially with seamless payment integration and secure API key storage.🔥 Beyond that our agents include a research expert product manager data analyst and growth specialist allowing teams to stay focused on the business itself not just the application.😊 https://twitter.com/i/web/status/2011702073650544968 https://twitter.com/i/web/status/2011702073650544968"
X Link 2026-01-15T07:28Z [----] followers, [--] engagements
"@Jashanx_gill Haha yeah maybe its popular precisely because it captures that feeling so well. People in the AI space have come up with all kinds of terms but none seem to land as universally as vibe. Its one of those words that people across industries instantly get"
X Link 2026-01-15T07:51Z [----] followers, [--] engagements
"Of course we dont deny that data assets are one of their core competitive advantages and Atoms has never aimed to replace them overnight. What we want is simpler: to help more everyday people with ideas start from zero and move faster without needing a large upfront investment.😃 https://twitter.com/i/web/status/2011711347520860160 https://twitter.com/i/web/status/2011711347520860160"
X Link 2026-01-15T08:05Z [----] followers, [--] engagements
"@stagalxe Someones already given the answer: the focus shifts from building to the business itself"
X Link 2026-01-15T09:22Z [----] followers, [--] engagements
"My guess is that the error message in the red highlight wasnt noticed so the flow never reached the email-sending step. Were actively improving this. In the meantime please watch for validation hints when filling in fields like username and email for example a username thats too short will trigger an error. https://twitter.com/i/web/status/2011734162269769839 https://twitter.com/i/web/status/2011734162269769839"
X Link 2026-01-15T09:36Z [----] followers, [--] engagements
"@SanchezR1cky Right now were focused on websites and will continue expanding our growth-related features. That said mobile app creation is already on our roadmap"
X Link 2026-01-15T09:49Z [----] followers, [--] engagements
"@Rekt_Archi Its time to build a site with Atoms that automatically delivers AI insights for you every day"
X Link 2026-01-15T10:00Z [----] followers, [--] engagements
"@decisionmkrllc @grok Haha it didnt reply 😄 We have offices in both the US and Singapore"
X Link 2026-01-15T10:06Z [----] followers, [--] engagements
"@AIwithSafia Exactly. Ever since vibe coding emerged countless websites have been built every single day but only a tiny fraction of them ever generate real business value. That reality is precisely where we start from.🫡"
X Link 2026-01-15T12:22Z [----] followers, [--] engagements
"@alloysiusattah Definitely not. Vibe Business and vibe coding are about different centers of gravity the focus is simply different"
X Link 2026-01-15T13:33Z [----] followers, [--] engagements
"@iam_chonchol Nailed it. Vibe coding was the start. Outcome-driven AI is where it gets real"
X Link 2026-01-16T07:20Z [----] followers, [--] engagements
"Vibe business is next level😁 goes beyond vibe coding. http://atoms.dev @atoms_dev offers better value. http://atoms.dev @atoms_dev offers better value"
X Link 2026-01-16T09:08Z [----] followers, [---] engagements
"Hey really sorry for the poor experience . At the moment previewing previous projects isnt supported. Thats because launching the app viewer requires additional resources and were still discussing the best way to handle this. That said you can remix your previous projects: [--]. Click the Remix button in the bottom-right corner [--]. shown in your screenshot (Image 1). This will open a new chat where you can see the previous version and remixing does not consume any credits. Regarding the issue you highlighted in Image 4: weve already optimized this based on user feedback and it shouldnt happen"
X Link 2026-01-16T10:49Z [----] followers, [--] engagements
"@OWilson_bee Id highly recommend giving it a try itll likely surprise you on the first run.😋"
X Link 2026-01-16T12:17Z [----] followers, [--] engagements
"@k0ol1 In fact all agents can be enabled on the page for free. As for credits free users get [---] credits per day and [--] credits per month. You can also join the referral program from the top-right corner you and your friend will both receive bonus credits to try things out.🥰"
X Link 2026-01-16T12:25Z [----] followers, [--] engagements
"@francescoswiss @AlexanderWu0 Hi thanks so much for the feedback. We optimized a similar issue earlier today. You can now try again/restart/remix or ask the agent to continue with incremental development to see if that resolves the problem"
X Link 2026-01-16T12:37Z [----] followers, [--] engagements
"Hey thanks so much for the enthusiasm A student plan is definitely on our roadmap. In the meantime there are a few ways to earn extra credits: [--]. The gift icon in the top-right corner lets you invite friends both you and your friend will receive bonus credits. [--]. We also run occasional giveaways and credit events on Discord Youre very welcome to join and hang out with other users there. https://discord.gg/atoms https://discord.gg/atoms"
X Link 2026-01-16T12:45Z [----] followers, [---] engagements
"Haha yeah backend projects do burn credits a bit faster. We do have plans to increase the free quota. That said the free tier also has daily caps to help prevent abuse. If you need more credits you can click the gift icon in the top-right corner on the homepage to invite friends and earn bonus credits. We also run more giveaways in the community so feel free to grab as much free quota as you can while trying things out😁 https://discord.gg/atoms https://discord.gg/atoms"
X Link 2026-01-16T12:51Z [----] followers, [---] engagements
"Thanks for giving it a try. Backend resources do come with higher costs which is why the plan pricing already includes storage compute and domain resources with no additional charges. Meantime you can earn free credits through referrals and community events which helps lower the cost while youre getting up to speed.🥰 https://twitter.com/i/web/status/2012147279650799923 https://twitter.com/i/web/status/2012147279650799923"
X Link 2026-01-16T12:57Z [----] followers, [--] engagements
"@riceandcha oh what does that mean People can rarely resist trying things out.🤣"
X Link 2026-01-16T13:03Z [----] followers, [---] engagements
"Hey thanks for sharing this creative game Id love to gift [--] credits to support the project. ❤🔥Show us what youve built If youve turned the idea into a project drop your demo video below 👇 Well award [--] credits to standout projects and even more to the most liked one. ( 48-hour limited window.) Oh can someone tell me how Im supposed to move up down left and right with one hand and still click the Git button on the right at the same time And seriously how is this even supposed to be played This is way too creative. https://t.co/0slmcMShEK Oh can someone tell me how Im supposed to move up"
X Link 2026-01-16T13:39Z [----] followers, [---] engagements
"🛠No toy projects. Only production-ready. Backend built through chat: Auth. Payments. Database. Custom domains. Effortlessly ship: - GenAI products - E-commerce stores - Online PvP games - SaaS homepages Your strongest engine for revenue-ready launches.👇"
X Link 2026-01-16T14:10Z [----] followers, [---] engagements
"Watch the video for more details👇"
X Link 2026-01-19T12:41Z [----] followers, [---] engagements
"@TheGeoffOlds Thanks We already have quite a few users in Australia youre very welcome to join us☺"
X Link 2026-01-19T13:39Z [----] followers, [--] engagements
"@mathemba Hi You can reach out via the Help Center or join our Discord https://discord.gg/atoms https://discord.gg/atoms"
X Link 2026-01-20T04:17Z [----] followers, [--] engagements
"@ozalabCP Thanks again for your feedback. We plan to pause the current launch and bring it back after making further improvements.🥰🥰"
X Link 2026-01-20T05:23Z [----] followers, [--] engagements
"@raj89694 Thanks for sharing 😉 Weve added an intrduction of the built-in backend. Youre welcome to check: https://x.com/atoms_dev/status/2013230303771341196 🛠No toy projects. Only production-ready. Backend built through chat: Auth. Payments. Database. Custom domains. Effortlessly ship: - GenAI products - E-commerce stores - Online PvP games - SaaS homepages Your strongest engine for revenue-ready launches. https://t.co/EsEKIVLsk8 https://x.com/atoms_dev/status/2013230303771341196 🛠No toy projects. Only production-ready. Backend built through chat: Auth. Payments. Database. Custom domains."
X Link 2026-01-20T07:51Z [----] followers, [--] engagements
"Since vibe coding emerged countless experimental projects have been created daily. Many builders arent developers by trade but they notice real-world needs and want to quickly test whether a business model can work. This is what were focused on: not just building but building real businesses. https://twitter.com/i/web/status/2013535015087259944 https://twitter.com/i/web/status/2013535015087259944"
X Link 2026-01-20T08:52Z [----] followers, [--] engagements
"Vibe Coding is outdated. Now you can directly vibe a business. Meet Atoms. It goes beyond launching products. It drives growth and scales businesses"
X Link 2026-01-22T12:00Z [----] followers, 87.7K engagements
"4/ Scaling your business means going beyond offline. A local flower shop launched its online store and now supports browsing ordering regional delivery and real-time tracking"
X Link 2026-01-22T12:02Z [----] followers, [--] engagements
"5/ Life planner AI takes more than checking the weather. Im meeting an INFJ girl in Paris at [--] PM It factors in the temperature (7.3C) recommends indoor options like cafs bookstores or galleries that fit the mood. Secure API key storage and AI connections are powered by Atoms. https://twitter.com/i/web/status/2014307653464514746 https://twitter.com/i/web/status/2014307653464514746"
X Link 2026-01-22T12:02Z [----] followers, [---] engagements
"@NingliZhu Thanks for the honest feedback. 😃🤗 Visual aesthetics are something were actively working on and theyre also among the hardest areas to get right"
X Link 2026-01-23T12:26Z [----] followers, [--] engagements
"🔥310 people joined Atoms first hackathon held on Jan [--] in Hong Kong. Co-hosted by MindWorks Capital and Lonely Octopus "Builder Night" brought together founders engineers and operators to actively build not just listen. It practiced Vibe Business: fast building user closeness and shipping working iterations. Thanks to all involved. More events coming. https://twitter.com/i/web/status/2014676904960483818 https://twitter.com/i/web/status/2014676904960483818"
X Link 2026-01-23T12:29Z [----] followers, 44.5K engagements
"Hello🤗🫡 the reason youre currently unable to preview the project is that your credits were exhausted before preview was enabled. Previewing requires additional resources and therefore consumes credits. If the application had been published before the credits were used up it would remain permanently previewable. At this point you may consider adding more credits. This can be done through options such as topping up inviting new users via the referral program in the top-right corner or participating in community activities to earn free credits"
X Link 2026-01-25T02:54Z [----] followers, [--] engagements
"Every egg character on the Atoms team is an AI agent each responsible for a different task. 🔥Vibe Business with Atoms. Before I met this egg-powered AI team @atoms_dev I probably missed out on hundreds of ideas just because I couldnt build fast enough. Now I genuinely think they can help me make a million. Ideas have never been the scarce part for me 😄 https://t.co/1621w6utk2 Before I met this egg-powered AI team @atoms_dev I probably missed out on hundreds of ideas just because I couldnt build fast enough. Now I genuinely think they can help me make a million. Ideas have never been the"
X Link 2026-01-25T09:09Z [----] followers, [---] engagements
"Thats a great coincidence. What was your idea originally😃 Were genuinely honored to see people arrive at the same philosophy and grateful that weve been able to implement it. Atoms evolved from MGX which was built on the MetaGPT framework. Our team first published this paper in [----] available here: Curious to know whether it aligns with your thinking or helped clarify your ideas in any way.🤗🤗 https://arxiv.org/abs/2308.00352 https://arxiv.org/abs/2308.00352"
X Link 2026-01-25T09:51Z [----] followers, [--] engagements
"🚀 Were excited to share a major milestone. has completed Series A and A+ financing raising $31M to build the next generation of multi-agent systems. Series A led by @AntGroup; Series A+ led by @Cathayinnov with participation from @MindWorksCap Jinqiu Capital Baidu Ventures. Try Atoms https://atoms.dev http://atoms.dev http://atoms.dev https://atoms.dev http://atoms.dev http://atoms.dev"
X Link 2026-01-15T13:00Z [----] followers, [----] engagements
"🛠No toy projects. Only production-ready. Backend built through chat: Auth. Payments. Database. Custom domains. Effortlessly ship: - GenAI products - E-commerce stores - Online PvP games - SaaS homepages Your strongest engine for revenue-ready launches"
X Link 2026-01-19T12:41Z [----] followers, 163.5K engagements
"That says a lot about your prompts😁 a few bucks is more than enough for a site without heavy backend logic. @atoms_dev Got on this for the first time to try it out and i got so engrossed with this Ai. So much that with little credit available to free users I was able to build a frontend for a payment gateway. Here you can see: https://t.co/H9IgluI7nm @atoms_dev Got on this for the first time to try it out and i got so engrossed with this Ai. So much that with little credit available to free users I was able to build a frontend for a payment gateway. Here you can see: https://t.co/H9IgluI7nm"
X Link 2026-01-19T13:59Z [----] followers, [----] engagements
"How do you handle user sign-ups How do you integrate the AI How do you accept payment Introducing Atoms Cloud: from demo to production a key pillar of Vibe Business.👇"
X Link 2026-01-28T11:07Z [----] followers, 205.4K engagements
"1/ The Atoms backend just leveled up💥 Introducing Atoms Cloud 💰Payments AI integration 🔑Secrets & Object Storage Security checks 👨💻Hosted deployment Custom domains Everything you need to turn an idea into a real business. 👉 https://atoms.dev https://atoms.dev"
X Link 2026-01-28T11:07Z [----] followers, [---] engagements
"@Ejaz_bashir1 Atoms is built to make this real. The Growth Agent beta is out now with more coming shortly.🤗"
X Link 2026-01-29T02:45Z [----] followers, [--] engagements
"@thesohom2 Hackathons are where AI founders are born. More Atoms hackathons coming soon.🤗"
X Link 2026-01-30T04:33Z [----] followers, [--] engagements
"What is Moltbook How did OpenClaw evolve into it Why is Moltbook called a Reddit-style social network built for AI agents and what does that shift actually mean for us With Atoms Iris we break down the full story from first principles to real-world implications👇 1/"
X Link 2026-02-02T12:48Z [----] followers, [---] engagements
"4/ Atoms_alex is now on Moltbook looking forward to connecting with agent friends 🤖✨"
X Link 2026-02-02T12:49Z [----] followers, [---] engagements
"1/ VANTAGE is a high-end travel e-commerce platform built end-to-end by Atoms. Luxury destination storytelling AI itinerary planning From discovery decision booking"
X Link 2026-02-03T13:55Z [----] followers, [--] engagements
"2/ Fresh Dairy is built end-to-end by Atoms delivering fresh-from-ranch products straight to homes.🥛 Built-in systems: Product catalog Cart & payments User accounts Inventory & order backend UI backend database and SEO pages. All generated together"
X Link 2026-02-03T13:55Z [----] followers, [--] engagements
"1/ VANTAGE is a high-end travel e-commerce platform built end-to-end by Atoms. Luxury destination storytelling AI itinerary planning From discovery decision booking"
X Link 2026-02-03T14:02Z [----] followers, [---] engagements
"2/ Fresh Dairy is built end-to-end by Atoms delivering fresh-from-ranch products straight to homes.🥛 Built-in systems: Product catalog Cart & payments User accounts Inventory & order backend UI backend database and SEO pages. All generated together"
X Link 2026-02-03T14:02Z [----] followers, [---] engagements
"Sharing something weve been building: Atoms now on @ProductHunt. Most AI tools are great at generating UI or code but founders still get stuck on the messy middle: deciding what to build making trade offs wiring auth and payments deploying reliably and turning it into a real business. Would love any honest feedback from this community👇 https://twitter.com/i/web/status/2018887956447322561 https://twitter.com/i/web/status/2018887956447322561"
X Link 2026-02-04T03:22Z [----] followers, 92K engagements
"Upvote https://www.producthunt.com/products/atoms-5 https://www.producthunt.com/products/atoms-5"
X Link 2026-02-04T03:22Z [----] followers, [---] engagements
"Thanks @ProductHunt 🤗 Huge thanks to everyone who supported us"
X Link 2026-02-05T07:27Z [----] followers, 171.5K engagements
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/creator/twitter::atoms_dev