可可 is a tech-savvy thinker who dissects complex software engineering truths and AI advancements with precision and clarity. Formerly at Tencent and Meituan, they now amplify insights through their public account ‘可可AI杠杆’, blending deep industry knowledge with sharp critiques. Their content zeroes in on the realities of coding, scaling, and the AI ecosystem, captivating a niche audience eager for serious tech wisdom.
You’re so deep in serious coding and complex scaling, you probably think ‘fun’ is just a buggy feature waiting for a patch—don’t worry, some of us still believe in laughter.comp()!
Building the ‘可可AI杠杆’ public account and creating tools like the WeChat cover generator have positioned them as a go-to resource for AI-powered productivity and deep tech insights.
Their life purpose is to elevate the standards of software development and AI application by promoting disciplined, science-backed approaches, pushing the tech community to embrace serious engineering over fleeting trends.
可可 believes that sustainable success in technology demands rigor, continuous iteration, and a strong foundation in computer science; quick hacks and hype can only take projects so far before complexity necessitates discipline.
Their greatest strength lies in their analytical mindset and authoritative understanding of software scaling challenges, combined with a knack for explaining layered technical concepts in an accessible way.
They might sometimes come off as overly critical or esoteric, potentially alienating audiences who prefer lighter, more optimistic takes or who are early in their tech journey.
To grow their audience on X, 可可 should leverage more interactive content like AMA sessions or video threads to humanize their persona and simplify complex ideas, making them more engaging and shareable beyond just hardcore tech enthusiasts.
Fun fact: 可可's tweet on 'Vibe Coding已死，Serious Coding已来！' highlights the nuanced shift from prototype hype to rigourous software engineering—a nuanced perspective few dare to vocalize so bluntly.
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Collaborating with influencers in adjacent tech fields and engaging more in community conversations will help convert his deep technical followers into an even larger, diverse audience."},"created":1763195142738,"type":"the analyst","id":"packbropagated"},{"user":{"id":"54114744","name":"Tony","description":"Writing at https://t.co/ejt5N5KzWH | Venture Partner @HustleFundVC | Fmr @RebillTeam (@ycombinator W22) @dormroomfund @umich @fulbrightprgrm","followers_count":1521,"friends_count":1916,"statuses_count":10307,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1236423590179987463/hCnL7TmE_normal.jpg","screen_name":"tonycueva","location":"Remote","entities":{"description":{"urls":[{"display_url":"emergingfintech.co","expanded_url":"http://emergingfintech.co","url":"https://t.co/ejt5N5KzWH","indices":[11,34]}]},"url":{"urls":[{"display_url":"tonycb.com","expanded_url":"https://tonycb.com","url":"https://t.co/7nfqGmXv5Y","indices":[0,23]}]}}},"details":{"type":"The Analyst","description":"Tony is a data-driven venture partner with a keen eye for market nuances and investment strategies, focusing on precision over volume in VC performance. 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Engaging directly with followers through Q&A threads or polls could also humanize his analytical brand and broaden appeal beyond hardcore VCs and data nerds."},"created":1763195093077,"type":"the analyst","id":"tonycueva"},{"user":{"id":"1628937732167766017","name":"榕一（Rong Yi）","description":"非标场外深耕，撸毛日常不辍｜非专业链上数据搬运工｜早期项目研究｜","followers_count":2132,"friends_count":315,"statuses_count":4969,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1945998042886471680/PYAoxTnz_normal.jpg","screen_name":"0XWhaleBit","location":"Tokyo-to, Japan","entities":{"description":{"urls":[]}}},"details":{"type":"The Analyst","description":"榕一（Rong Yi） is a numbers-driven, non-mainstream crypto sleuth who thrives on deep-diving into off-standard markets and tracking high-performance addresses in the Solana ecosystem. With a relentless passion for uncovering early-stage projects and sharing well-researched data, they are a dedicated chain data courier who never misses a trade insight. 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Using more approachable language and sharing behind-the-scenes glimpses of his own trading decisions could also humanize his brand and attract a broader base of crypto enthusiasts.","roast":"Joshua’s tweets are so steeped in market misery and survival tales, it’s like he’s running a crypto support group — someone get this guy a ‘Survivor’ reality show, because he’s basically the Bear Grylls of blockchain breakdowns.","win":"Joshua’s biggest win is his steadfast reputation as a trustworthy voice in the turbulent crypto space, maintaining a loyal community despite market chaos and being recognized as an insightful analyst after 13 years of unwavering dedication."},"created":1763194928972,"type":"the analyst","id":"yiyun_dan1"},{"user":{"id":"846873845600444416","name":"Leroy Groffier","description":"Down there's the road","followers_count":545,"friends_count":596,"statuses_count":8159,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1145894211104825346/tRYHxnt0_normal.png","screen_name":"LeroyGroffier","location":"Geneva","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"screendozer.substack.com","expanded_url":"https://screendozer.substack.com/","url":"https://t.co/6YQVsfBdKm","indices":[0,23]}]}}},"details":{"type":"The Analyst","description":"Leroy Groffier is a sharp-minded financial analyst who breaks down market movements and corporate earnings with precise insights. 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迭代快。选得又准又长，是否就能慢慢做。不，极高频率地做迭代，才是所有卓越企业家最大的共性。这是完全反人性的。是面向市场的迭代，非常高频率的迭代。正如马斯克所说，他不做特斯拉也有其他人会做，但他负责加速推进科技进步。\n\n实际上第二点不是适合普通人。因为李想在进入造车这个国运赛道之前，已经通过短赛道汽车之家实现财务自由了。这一点很多人忽略了。\n\n王兴就更不用说了，富二代，和他一起干的王慧文也是在他们第一次创业把公司卖了，就财务自由了，之后才有长赛道美团。\n\n还有无数的例子，雷军，创业长赛道之前也已经财务自由。李斌，何小鹏，其实都是先财务自由，然后才选了一个长赛道。\n\n不否认能够做的长的才是好赛道，但现实世界其实是很多人是通过短赛道快速积累了第一桶金（他们一定不会公开这么说的），基本财富自由以后，才敢大谈特谈长期价值。\n\n普通人就应该在短的地方迅速积累第一笔财富。这个原因就在于创业失败率99%，如果你家里本身就没有积累，直接上来就选长赛道，失败后基本没法翻身。\n\n因为长赛道其实就那么几个，而短赛道非常多，论概率，就算短赛道竞争激烈，也是概率上更容易。\n\n有人说这是投机，但我还是认为这不是投机，如果你能用准确选择短赛道，并像狮子一样凶狠的快速执行迭代，哪怕只有3年的赛道，你很可能真就搞成了。\n\n这一点你就能超越99%的人。难点在于，你怎么选的准呢？你不去练习选准确的短赛道，怎么有能力选准长赛道？\n\n你连什么是短赛道什么是长赛道都搞不清楚！你连短赛道和长赛道的商业模式都搞不清楚！\n\n有时候我们看到那哥们怎么一夜之间当了网红就财富自由了，大概率是人家快准狠的结果，不是你一天一天按部就班的努力上班就可以拿到这个结果。\n\n其实还是和PaulGraham 说的类似，我们作为接受普鲁士教育体系下的人是不愿意也不相信有超线性回报这一说，因为这不公平，但是现实世界从来都不会公平。","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,43],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1596695231717871616","name":"dontbesilent","screen_name":"dontbesilent12","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"dontbesilent12","lang":"zh","retweeted":false,"fact_check":null,"id":"1988642359689797893","view_count":264,"bookmark_count":0,"created_at":1762964260000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"852853704441167874","conversation_id_str":"1988463066561081610","full_text":"@dontbesilent12 真的牛逼，哪里都能看到你做起来，说明完全掌握了方法论。","in_reply_to_user_id_str":"1596695231717871616","in_reply_to_status_id_str":"1988463066561081610","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":736,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[12,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"756779273155858432","name":"詩音","screen_name":"ScarletKc_","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"ScarletKc_","lang":"zh","retweeted":false,"fact_check":null,"id":"1988962167622602789","view_count":736,"bookmark_count":2,"created_at":1763040508000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"852853704441167874","conversation_id_str":"1988581962337100054","full_text":"概率上来说，算法题背不下来，除非面试运气太好，刚做完。如果是没做过的，还是考验人脑子和代码熟练度，从侧面会反应这个人平时有没有动脑子和敲代码。一个人如果平时会动脑子和敲代码，这个人不太可能不学AI，或者学AI也会更容易。\n\n但是只看到在GitHub用AI的PR，不太好验证这个人是否真的有足够的工程能力。开源代码不一定真的可以用在生产环境。不要闭眼相信很多所谓的开源。\n\n不管是算法能力还是工程能力，最重要的是要动脑子解决问题。面试时间就很短，写个算法题相对来说比较快速决定这个人是否录用。你说的工程能力，很难短时间内衡量，对面试官本人要求也会很高，但算法题不一样，比较标准（时间复杂度、空间复杂度、算法思路【计算机科学】、编码熟练度、代码规范性和优雅性、边界问题思考等）。你说工程能力，那就很难问问题，Jeff dean说engineering is trade off，是权衡，是艺术。","in_reply_to_user_id_str":"756779273155858432","in_reply_to_status_id_str":"1988581962337100054","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":0,"startTime":1763078400000,"endTime":1763164800000,"tweets":[]},{"label":"2025-11-16","value":0,"startTime":1763164800000,"endTime":1763251200000,"tweets":[]}]},"interactions":{"users":[{"created_at":1581236156000,"uid":"1226419222474936320","id":"1226419222474936320","screen_name":"canghecode","name":"苍何","friends_count":430,"followers_count":3135,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1744283141219680256/5DcrV0du_normal.jpg","description":"专注AI出海，AI编程，智能体，MCP，努力分享一些有趣，实用的AI干货，公众号：苍何","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"canghecode.com","expanded_url":"https://canghecode.com","url":"https://t.co/5WrXfNYPVL","indices":[0,23]}]}},"interactions":1}],"period":14,"start":1761985366665,"end":1763194966665}}},"settings":{},"session":null,"routeProps":{"/creators/:username":{}}}
SuperX
