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OpinionAug 15, 2026

Vercel CEO Guillermo Rauch in Conversation with Supabase: From Pixels to Tokens, Progressive Disclosure of Complexity and the Evolution of AI Cloud Architecture

"Fireside Chat with Guillermo Rauch Supabase Select 2025" (Supabase Select Summit Fireside Chat, featuring Vercel founder and CEO Guillermo Rauch / @rauchg), here are the key points summarized: 1. Open Source & Monetization • Developer Experience (DX) is consuming infrastructure: From early development of Mongoose, Socket.io to founding Next.js, modern databases and infrastructure cannot just provide bare instances to users; they must offer excellent full-stack, out-of-the-box DX (driving layers, framework integration, and workflow monitoring). • Non-zero-sum game capitalism logic: Open source and commercialization are not opposed. By growing the Next.js pie and making it the default standard for building web applications, Vercel can share in the commercialization; the ample funds obtained can then be reinvested into open source projects to ensure 24/7 response to CVE security vulnerabilities and technological iterations. 2. Product Philosophy: Progressive Disclosure of Complexity • Day 0 / Day 1 ultimate experience: • In the era of AI programming (like v0, Cursor, etc.), developers (and even AI Agents) have extremely high expectations for tools. The setup of databases or computing power must be completed within seconds, with calls requiring only a few lines of code or very few tokens. • Day 0 concept: Become the default base before developers conceive projects (like the deep integration between Supabase and Vercel), avoiding the "Duckling Syndrome" that leads to fixed choices. • Day 1,000 scalability: Many startup products are only good for "weekend prototypes," but are abandoned by users when it comes to handling larger data, enterprise-level compliance, and complex workflows. Excellent products must maintain Day 1 simplicity while gradually releasing underlying advanced capabilities as needed. 3. Vercel's New Chapter: From Pixels to Tokens • Transition from Frontend Cloud to AI Cloud: • Over the past decade, Vercel has focused on creating the fastest front-end pixels and ultimate UI experiences (like Next.js, shadcn/ui, etc.). • With the penetration of AI, many future software will have "Invisible Interfaces." Users only need to provide high-level goals, while the backend consumes a large number of tokens to collaboratively complete complex orchestration. • Core infrastructure layout for AI: • AI Gateway (Token CDN): Similar to how CDNs solved static resource distribution, AI Gateway is responsible for handling intelligent routing, disaster recovery fallback, retries, and caching for multiple model vendors. • Sandbox (Agent's EC2): A secure isolated execution environment and virtual machine for Agents (long-running CLI tools will be launched soon). • Event-driven and durable workflows: For Agent scenarios like Deep Research that last for hours, providing support for interruption recovery and checkpoint continuation. 4. Founder Spirit, Team Management, and Execution • Talent standards IGI (Intelligence, Grindset, Integrity): • As an immigrant from Argentina, he understands that breaking barriers requires strong resilience and a grindset mentality. • Ideal team members possess three elements: Intelligence (high intelligence), Grindset (extreme effort), Integrity (high integrity). • There are only two roles in the company: At Vercel, everyone must either be "Close to the code" or "Close to the customer." • Iteration speed and skepticism (Stay Sus): • Pursue "directional high-speed iteration." • Founders maintain daily personal QA and a "sus" attitude towards products, always assuming that products are not usable in specific extreme scenarios, thus forcing the team to continuously refine edge details. 5. Language and Communication: Core Skills of Technical Leaders • Communication is a hard skill: Influenced by Argentine literature and Borges, he has long focused on the study of language and precise expression. • The return of language value in the prompt era: With the rise of AI and prompt engineering, precise high-quality language communication, abstract expression ability, and solid mathematical foundation are equally important.

NewsMay 02, 2026

OpenAI Partners with Cerebras to Optimize Codex: WebSocket Support Achieves Ultra-Low Latency

...sign Codex's use of the Responses API, ultimately adding WebSocket support for ultra-low latency. Market Mechanism: Cerebras hardware acceleration drives OpenAI to optimize API infrastructure, reducing developer tool lat...

NewsApr 17, 2026

OpenAI's GPT-5.4-Cyber Integrates Wall Street into AI Cyber Defense Network

...ability research teams, with the first recipients including Socket, Semgrep, Calif, and Trail of Bits. The company has also handed GPT-5.4-Cyber over to the U.S. Center for AI Standards and Innovation (CAISI) and the UK ...

In-DepthJul 24, 2026

From Openware to Yellow: Louis Bellet, Camille Meulien, and the Evolution of Crypto Trading Infrastructure

The first high-density conclusion is this: Openware should not be understood as the company of one founder only. Public sources point to Louis Bellet and Camille Meulien as joint founders of a blockchain infrastructure business that first took shape in France, later operated publicly as a U.S. company, and then became integrated into the broader Yellow structure. Louis is the stronger external narrative, commercial, and capital-facing figure; Camille has long been the technical co-founder and architecture core. By 2026, Openware looks more like a B2B infrastructure and product brand inside the Yellow ecosystem than a fully standalone consumer-facing company. Openware’s own site says the company was initially founded in France by Louis Bellet and Camille Meulien; Yellow currently lists Openware as one of its group brands; and Openware’s team page shows Bruno Sixto as current CEO and Camille Meulien as CTO, signaling a separation between founding identity and day-to-day operating leadership. The public timeline can be reconstructed roughly as follows. The prehistory goes back to around 2006: outside sources trace Louis Bellet and Camille Meulien’s joint entrepreneurial roots to Helios Technologies / the broader Helios lineage, while Louis was later also tied to Helios Cloud, WebVenture, and Cloudfire. The official website posture is that Openware has been delivering solutions since 2009. The business pivot came later: the 2021 merger announcement says Openware’s capabilities came out of “ten years” of servicing European retail banks before shifting fully to blockchain and releasing OpenDAX as a core digital-asset trading platform. The major inflection point came in December 2021, when Yellow and Openware merged and Louis Bellet became CEO of Yellow Group. The next legitimacy upgrade came in 2024, when Yellow Network announced a $10 million seed round led by Ripple co-founder Chris Larsen. Broken into stages, the evolution looks like this. First came the cloud infrastructure and traffic routing stage: Helios Cloud was described by Wellfound as a multi-CDN routing and traffic broker, and it raised a $1.6 million seed round in 2012. Then came the banking and enterprise infrastructure stage: merger materials and later capital-market references describe Openware’s earlier expertise as grounded in long-term work for European retail banks. Then came the blockchain exchange infrastructure stage: Openware’s current public stack revolves around OpenDAX, OpenFinex, ArkeBot, Peatio, Barong, and Rango. Finally came the Yellow ecosystem stage: Openware stopped being just “exchange software” and became part of a broader narrative around shared liquidity, settlement, cross-chain clearing, and Yellow Network infrastructure. The most important fact in that timeline is not a single incorporation date. It is the continuity of the route. The Louis-Camille pairing did not begin as media operators who later discovered technology; their public trajectory consistently sits around large-scale systems, cloud, distributed architectures, financial infrastructure, and trading platforms. In interviews, team pages, and conference materials, Louis is repeatedly framed as a systems architect and fintech entrepreneur rather than a first-generation content-driven crypto founder. Founder background and growth path On family background, birth date, and birthplace, the public record is clearly thin. Across the official team page, Yellow author pages, The Org summaries, and company descriptions I reviewed, there is no consistent public disclosure of Louis Bellet’s or Camille Meulien’s birth date, exact birthplace, parents’ occupations, or family class background. What can be established is narrower: Openware’s own site says the company was originally founded in France; Louis’s education and early startup footprint are strongly French; and the Helios Cloud page places Louis in Colombes. The careful conclusion is therefore that Louis presents publicly as a French technical entrepreneur, while finer-grained family-background claims should be labeled “public information is limited / cannot be confirmed.” One of the few concrete early-life details appears in a 2025 profile: Louis reportedly said that he moved from a childhood dream of becoming an astronaut into programming and systems architecture because his father had worked with Dennis Ritchie in the 1990s, and that exposure to Unix deeply shaped him. The same profile also ties his later large-scale systems work to the influence or mentorship of Chris Larsen. This matters because it helps explain why his later work consistently leans toward underlying architecture, scalability, financial systems, and exchange plumbing, rather than purely application-layer products. That said, this should still be treated as a reported biographical anecdote rather than an official long-form resume entry. On education, Louis’s public profile summaries indicate that he attended EPITECH, but the degree outcome, timeline, and specialization do not appear with a stable public confirmation; the most rigorous formulation is therefore: Louis Bellet attended EPITECH, while degree completion remains publicly unclear. Camille’s public profile summaries point to EPITA: Ingénierie Informatique. Read together, these details reinforce a basic pattern: both founders come out of a French engineering/information-technology education pipeline and then moved into systems, cloud, distributed infrastructure, and high-performance technology. In terms of intellectual and technical influences, Louis’s public self-positioning is remarkably consistent. The recurring ideas are that good architecture must be reliable, scalable, maintainable, testable, and cost-efficient. Conference descriptions portray him as someone who designed more than a dozen large-scale systems and has worked across Ruby, Java, Go, Bash, and C. External promotional summaries also tie him to open-source collaboration, testing discipline, release management, and security hardening. In other words, he entered crypto from the discipline of software engineering and systems design, not from token promotion or retail market culture. On work history, Louis’s earliest public-facing “representative job” is not a corporate employee role but continuous entrepreneurship. Wellfound links him to Helios Cloud, WebVenture, and Cloudfire; Helios Cloud itself was positioned as a cloud-traffic infrastructure company and raised seed funding in 2012. That means Louis’s early visible path was essentially that of a cloud and traffic infrastructure founder, which later connected naturally to high-concurrency trading systems. Camille Meulien should not be reduced to “the CTO in the background.” Openware’s official team page still lists him as CTO; Yellow’s team page presents him as CTO, Architect; and Yellow’s 2026 author bio describes him as CEO of Yellow Capital and former CTO at Openware, emphasizing real-time bidding systems, multi-cloud DevOps, and large-scale high-performance architectures. In practice, that makes Camille not a ceremonial co-founder but a technical-organizational bridge across Openware, Yellow, and Yellow Capital. Openware’s products, assets, and business engine Openware’s current positioning is explicit on its own website: it is a software engineering company for cryptocurrency exchanges and blockchain infrastructure, headquartered in South San Francisco, and it claims offices in the United States, Spain, France, Ukraine, and Thailand. Its solution set is not limited to “launch an exchange”; it spans digital-asset exchanges, market making and liquidity, decentralized exchanges, digital banking, NFT marketplaces, brokerage platforms, and custody software. That breadth shows Openware trying to occupy an entire digital-asset market-infrastructure chain rather than a single application niche. The hardest “real assets” inside Openware are its product and code stack. On the product layer, the public lineup includes: OpenDAX — a modular exchange and brokerage platform; OpenFinex — a high-performance market and matching platform; ArkeBot — a market-making, automation, and liquidity bot system. On the open-source project layer, it includes: Peatio — the exchange accounting and asset core; Barong — authentication, KYC, and 2FA; Rango — a high-performance WebSocket layer; Baseapp — the OpenDAX front end. These are not just brand names. They are deployable modules, customizable components, and billable service anchors for consulting, support, and enterprise integration. As for influence assets, Openware’s public code footprint is meaningful for its niche. GitHub shows about 80 repositories under the organization, with roughly 781/782 stars and 585 forks for OpenDAX, 1.1k stars and 637 forks for Peatio, 141 stars and 264 forks for Barong, and 66 stars and 65 forks for Rango. In the relatively narrow world of white-label exchange infrastructure, that is real technical gravity. It suggests Openware is not just a consulting shell but a company with a verifiable code base and community footprint. Just as important, Openware’s asset base extends beyond code into documentation, deployment know-how, demos, training, and channel infrastructure. As of 2026, the website still exposes a full SDK/documentation library, technical-sales contact points, a resource hub, and a partner framework. The Partner Program explicitly lays out three collaboration models — Sale Integration, Service Integration, and Build Integration — meaning Openware is monetizing not only software, but also local distribution, consulting, authorized training, and white-label secondary integrations. That is a classic open-source + enterprise services + channel distribution structure. On business model, Openware looks like a hybrid of open-source base + enterprise enhancement + professional services + white-label licensing + liquidity tools. The first revenue layer is white-label and enterprise software sales. The OpenDAX page segments customers into Start-up, Pro, and Pro+ tiers, which is unmistakably a tiered SaaS/enterprise-sales approach. The second layer is paid consulting, deployment, migration, and support. Peatio offers paid consulting directly; the technical-sales pages emphasize evaluation, migration, and discovery calls. The third layer is market making and liquidity services. Openware treats liquidity provision as a standalone solution, and ArkeBot is positioned directly as automation for market making and order-book management. The fourth layer is partner and channel monetization. The Partner Program explicitly mentions financial incentives, authorized training, and distribution support. The fifth layer is longer-term ecosystem capture through Yellow. Openware now links OpenDAX’s built-in liquidity to Yellow Network, which means the company is not only selling software as a box but also trying to pull customers into a larger shared-liquidity environment. Openware’s own content marketing also reveals its buyer profile and sales logic. Its articles repeatedly frame white-label exchanges as valuable because they offer faster launch, lower initial cost, inherited compliance/security components, and easier deployment. A 2022 article even gave example economics: building from scratch could take one to two years and cost north of $100,000, while white-label solutions might fall in a $10,000 to $30,000 band depending on configuration. That is not just educational prose; it is clearly sales-enablement content aimed at converting prospects. In terms of capital relationships and partner networks, Openware’s strongest public binding is not a classic venture history for Openware itself but its integration into the Yellow Group / Yellow ecosystem. After the 2021 Yellow-Openware merger, official messaging consistently placed Openware inside a broader narrative of shared liquidity, state channels, and networked settlement. The 2022 Qredo partnership was explicitly framed as support for Yellow Network cross-chain settlement. By 2024, Chris Larsen’s $10 million seed backing of Yellow Network elevated Louis again as both Openware founder and Yellow’s core architect. Other participating investors mentioned in external reporting include Consensys, GSR, Cobo, Moonrock, NOIA, and LD Capital, although the full investor list is more consistent across media reports than across all official materials; the safest formulation is that the clearest officially emphasized capital endorsement is Chris Larsen’s lead role. So the valuable components under the Openware name fall into two buckets. Hard or monetizable assets: OpenDAX, OpenFinex, ArkeBot, Peatio, Barong, Rango, the associated documentation and deployment capability, the white-label delivery system, and accumulated client implementation know-how. Influence and network assets: the technical reputation of Louis and Camille, the GitHub/open-source community footprint, Yellow ecosystem access, the partner channel, webinars and training, Yellow.com’s content and research distribution, and the credibility halo created by associations with names such as Ripple/Chris Larsen and Qredo. Turning points, criticism, and current position Louis Bellet’s key decisions can be reduced to four moves. First, he did not begin by launching a retail crypto brand; he spent years in cloud, traffic, distributed architecture, and bank/enterprise infrastructure, which naturally pushed him into crypto from the B2B-infrastructure layer. Second, he chose an open-source / open-core path instead of a purely proprietary one. OpenDAX, Peatio, and Barong created a structure in which community adoption could feed enterprise monetization. Third, he moved from “selling exchange software” toward “selling liquidity and market-structure solutions.” In 2021 he publicly argued that the market does not need more exchanges, but fewer exchanges and more brokers, which shows a shift from platform-building to market-structure redesign. Fourth, the 2021 merger with Yellow and the 2024 Chris Larsen-led funding event pushed him from being primarily a software-vendor founder toward something closer to a protocol / clearing-network entrepreneur. The strongest success attached to Louis and Openware is not a mass-consumer app. It is their place in a very bottom-of-stack niche: modular outsourcing of crypto market infrastructure. Openware claims 150+ crypto and fintech projects launched globally, and the 2021 merger materials likewise say it had shipped 150+ trading platforms to clients. In other words, the market remembers them less for defining a token narrative than for building invisible but important pipes, factories, and technical backbones for exchanges, brokers, and liquidity systems. In industry-position terms, Louis’s core thesis has been persistent: the problem in crypto markets is not lack of trading venues but fragmented liquidity, immature exchange structure, and missing broker/clearing layers. That is the intellectual center of Yellow Network as well. His later commentary — including the claim that a VASP license is no longer enough and that the industry needs to evolve toward broker-like structures — is really an extension of that same worldview. So his real “intellectual asset” is not just white-label exchange software; it is a whole design theory around exchange infrastructure, clearing layers, shared liquidity, and state channels. On negative information, controversy, failure, and criticism, the careful public-record conclusion is: I did not find sufficiently authoritative and consistently corroborated evidence of a major widely recognized legal scandal involving Louis Bellet or Openware. That does not mean “no controversy.” It means the controversy is of a different kind. The first category is sector controversy. Openware explicitly provides market-making tools, liquidity services, trading bots, and white-label exchange infrastructure; that places it directly in a high-regulation, high-volatility, ethically sensitive environment. Openware’s own content continuously discusses AML/KYC, security, and the ethics of market making, which itself signals the risk profile of the business. The second category is viewpoint controversy. Louis repeatedly argues for fewer exchanges and more broker/clearing structures, which conflicts with parts of the crypto culture that treat exchange proliferation as inherently decentralizing. The third category is public-data inconsistency. Openware’s site says the business has been operating since 2009 and claims 120+ professionals; Inc lists it at 11–50 employees; Tracxn’s 2026 snippet says 23 employees; Openware’s official team page now shows Bruno Sixto as CEO, while many public profiles and media mentions still center Louis as the Openware leader. In short, founding date, team size, and leadership structure all have inconsistent public versions. That is not the same thing as scandal, but it does make external research materially harder. A more realistic present-day observation is that Openware’s center of gravity may have shifted from frequent open-source shipping toward ecosystem, protocol, content, and capital coordination. Major GitHub repositories show visible update activity clustered around late 2023 and early 2024; meanwhile Openware continued publishing a steady stream of white-label, liquidity, blockchain-building, and security articles through 2024, while Yellow.com in 2026 functions as a much larger shell covering news, research, learning, and ecosystem entry points. That is an inference from public traces, but it is a grounded one given the visible code cadence, content cadence, and organizational layering. The current state and real-world influence can be summarized plainly. Louis Bellet’s primary public identity today is more Yellow co-founder / CEO / Chief Architect than day-to-day Openware operator. Camille Meulien looks more like the technical co-founder + Openware CTO + Yellow Capital operator. Openware itself remains the infrastructure-product brand inside the Yellow system. If the question is “what position does this person really occupy in the real world,” the best summary is this: Louis Bellet is not best understood as a celebrity crypto founder or a media-native opinion entrepreneur. He is better understood as an infrastructure entrepreneur who has spent years moving across cloud systems, banking architecture, exchange engines, and liquidity structure. Openware was the vehicle through which he productized and commercialized that bottom-layer capability; Yellow is the next step, where he tries to lift the same capability into market-structure, clearing, and network-layer territory. That is why the most revealing thing about him is not biography gossip, but the method by which he converts deep engineering capability into products, customers, ecosystems, and capital relationships.

NewsJul 23, 2026

OpenAI Prepares Real-Time Voice Mode for Codex

...nths, supporting the binding of task threads with WebRTC/WebSocket connections; product lead Tibo stated, "Tomorrow feels very Codex-like," leading the community to speculate a release as early as July 24. This pre...

NewsJul 10, 2026

Injective npm Package Maliciously Modified

Security company Socket discovered that the Injective blockchain @injectivelabs/sdk-ts npm package was maliciously tampered with. Attackers compromised the developer's GitHub account to implant code that steals wallet pr...

In-DepthJul 02, 2026

Fugle, KD Capital, and Cloud Chiu: The Rise of New-Generation FinTech and Investment Platform

If this entire research set has to be compressed into one sentence, Cloud Chiu is best understood as an “investment-research entrepreneur,” not merely a product manager, media personality, or finance executive. His publicly verifiable identity runs along three parallel lines: first, a co-founder and strategic core member of Fortuna Intelligence, the parent company behind Fugle; second, a long-time capital-market participant centered on investment research; and third, the current legal representative of Kaide Capital, while also appearing publicly as its founding partner or founder. Public materials also consistently show that he holds a bachelor’s degree in electrical engineering from National Taiwan University and a master’s degree from NTU’s Graduate Institute of Business, and that he previously worked at China Development Industrial Bank’s investment division and at CDIB Capital. That combination naturally places his career at the intersection of technology, capital, and investment research. Fugle itself is neither a traditional financial-information website nor a pure brokerage. It is better described as an investment platform that has repeatedly tried to connect research, data, execution, and post-trade account management into a single experience. It was founded in 2014, entered the Startupbootcamp Singapore finalist cohort in 2017, launched an integrated one-stop Taiwan-stock service with E.SUN Securities in 2018, and later expanded into research content, online courses, developer market-data APIs, and an AI assistant. Its core competitive edge has never simply been “having one more indicator than competitors,” but rather turning a complex investment workflow into a more usable, more visual, and more internet-native product. Kaide Capital is much more complicated in public form than Fugle. The legal entity “Kaide Capital Co., Ltd.” was incorporated in Taiwan in 2014, and its original responsible person was not Cloud Chiu but Cheng Kai-Wen; Chiu only became the responsible person in 2019. At the same time, the currently operating public brand appears mainly as “KD Capital / 凱達資本,” whose LinkedIn page says it was founded in 2024, while the official website also presents a newer asset-management and research-advisory identity. In other words, public materials do confirm a legal line running from the 2014 entity to the present day, but the full story of the rebranding, restart, or transformation from “Kaide” to “KD / 凱達” is not fully explained in public. This is one of the areas where the most accurate phrasing is: “public information is limited / accounts are inconsistent / cannot be fully confirmed for now.” The structural conclusion is straightforward. Fugle looks like Chiu’s entrepreneurial attempt to rebuild the retail-investor research tool and internet-broker experience. Kaide Capital looks more like his parallel capital-market practice around research-driven investment management, high-net-worth advisory, and the integration of primary- and secondary-market research. The former is more product- and retail-entry oriented; the latter is more focused on research, asset management, and affluent-client service. The two do not contradict each other. They reinforce one another: Fugle gives him reach among a broader investing public, while Kaide Capital preserves and extends his identity as a serious capital-markets researcher and allocator. On his personal background, publicly verifiable information is sparse when it comes to birth year, birthplace, parents, family class, childhood environment, or early family resources. The reliable public record is concentrated on his education, jobs, and entrepreneurial activity rather than on his private family history. The most accurate summary is therefore simply that public information is limited. No authoritative public source located in this research disclosed his birth year, birthplace, parental occupation, or family background in a documentary way. His educational trajectory is much clearer. Multiple public bios consistently state that he graduated from National Taiwan University’s Department of Electrical Engineering and later earned a master’s degree from NTU’s Graduate Institute of Business. That means he is not a classic pure-finance professional from the beginning. He first received engineering training and then moved into business analysis. This helps explain why he later framed investment pain points as problems of tools, process, information architecture, and decision efficiency, not merely as problems of traditional brokerage reports. Public interviews also show that he was already deeply engaged in investment research during his student years. INSIDE directly recorded his account that he and a group of classmates regularly gathered to study investing and write research reports, and that they became even more serious about it after graduation. The significance is that Fugle did not begin with a generic business-plan exercise. It began with a long-running personal behavior pattern: serious self-directed investing and research. This makes Fugle less of a “trend-chasing fintech startup” and more of a product built by its own target users. If one asks what ideas, disciplines, and era-specific conditions shaped him, the answer is threefold. First, engineering and systems thinking from electrical-engineering training. Second, business analysis and valuation frameworks from graduate business education and later institutional-investment experience. Third, the broader rise of fintech and internet-broker discussions in Taiwan during the second half of the 2010s. Fugle’s repeated emphasis on UI/UX, data, AI, and internet thinking is essentially the merger of those three influences. His first major representative professional experience was in investing rather than in media or retail brokerage. The Fugle Academy and author-profile materials state that he served as a manager in China Development Industrial Bank’s investment division and later held positions related to industrial and strategic investment at CDIB Capital. The importance of that phase is not just résumé polish. It means he gained direct exposure to capital allocation, industry research, project selection, and post-investment logic earlier than most startup founders do. His later ability to comment publicly on semiconductors, AI, industry chains, and capital-market structure is consistent with that background. His public role is also broader than that of a startup strategy executive. Course pages, author pages, and podcast listings show that he is an ongoing producer of research views: he teaches business insight and valuation, and appears on finance programs discussing AI chips, IP stocks, and Taiwan’s industry chain. In practice, that makes him not only an operator and manager inside the Fugle system, but also a research communicator and public-facing thought figure. Fugle’s parent company, Fortuna Intelligence, was established in 2014. Company-registration records show that Fortuna Intelligence Co., Ltd. was incorporated in May 2014, initially with Eric Yeh as responsible person and an initial paid-in capital of NT$3 million. The company later went through capital increases, address changes, and board expansion; in June 2018, Cloud Chiu was added as a director. INSIDE’s reporting then makes explicit that Fugle was co-founded by Eric Yeh and Cloud Chiu. Put together, the registration and media narratives suggest that Eric Yeh was more visibly in front on the legal-representative side, while Chiu stood at the core as a co-founder and co-shaper of the strategy and product. Fugle’s founding motivation was very concrete. Chiu said publicly that when they researched stocks, they found existing tools clumsy and time-consuming. At one point they even seriously discussed pooling money to hire a research assistant just to organize data for themselves. Eventually they realized that instead of patching the problem, they should build the tool they actually wanted to use. That origin matters because it means the company did not start from abstract “change the world” rhetoric. It started from a specific workflow pain point. That is why Fugle’s products consistently feel optimized for research efficiency rather than for flashy financial storytelling. The year 2017 marked Fugle’s first major external validation. Fintech News Singapore wrote that Fugle was part of the Startupbootcamp Singapore list of twelve fintech startups, while later Chinese-language company materials repeatedly described it as a “Top 10 finalist.” Those accounts are not fully identical, but the safe conclusion is that Fugle did enter the program’s key finalist cohort in Singapore in 2017 and was one of the notable Taiwan fintech teams on that stage. The responsible way to write this is not to force a single exact number, but to note that public accounts differ while the finalist-level selection is clearly confirmed. The year 2018 was when Fugle became broadly memorable. Its partnership with E.SUN Securities brought research, account opening, trading, and account management much closer to a single experience. INSIDE described the logic clearly: for E.SUN, this created an entry point to new users and a broader service base; for Fugle, it avoided the enormous cost of having to obtain its own brokerage license and negotiate the full compliance stack alone. At that stage, Fugle was effectively trying to approximate an internet-broker experience within Taiwan’s existing regulatory architecture. That E.SUN partnership established Fugle’s real product identity. It was not merely a charting app, and not merely a content site. It was attempting to merge pre-trade research, trade execution, and post-trade management into a one-stop experience. In directional terms, this has a family resemblance to Robinhood, Futu, and eToro, except that Fugle had to do so through partial integration within Taiwan’s licensing and supervision regime rather than by directly being a fully licensed online broker itself. Chiu later explicitly cited Futu, Robinhood, and eToro as companies Fugle could learn from. The clearest major setback came in 2024. In October 2024, E.SUN Securities officially announced that, due to a business-direction adjustment, it would end “trading” and “account management” functions on the Fugle platform on December 31, 2024. Chiu later wrote that this termination was unilateral on E.SUN’s side, and that it seriously hit the company, the team’s morale, and even his own state of mind. The importance of this event is not merely the loss of one partner. It exposed the fragility of a business model too dependent on a single brokerage interface. In 2025, Fugle began openly articulating a new strategy: moving from exclusive partnership to an open platform model. Chiu wrote in July 2025 that the company wanted to platformize Fugle and bring more brokerages onto it, so that one brokerage’s strategic choice could no longer break the user experience. The same article confirms that Fugle’s cooperation with Masterlink Securities had passed regulatory review and gone live. In other words, this was not just a broker switch. It was a structural pivot from single deep-binding to multi-broker platformization. By 2026, Fugle’s support center says that the current cooperating brokerage is Taishin Securities, providing detailed guidance on account binding, trading, and AML-related restrictions. At the same time, developer documentation lists Fubon Securities, Taishin Securities, and E.SUN Securities under “brokerage partners.” The most careful interpretation is that the support-center language refers to the current retail-facing, in-app brokerage integration, while the developer document may refer to a broader or different layer of technical cooperation. Here again, public-facing documentation does not appear perfectly synchronized. At the product level, Fugle is no longer just one app. Public materials confirm at least the following modules: a Taiwan-stock research platform with customizable research cards, Fugle Direct content, Fugle Academy courses, a real-time market-data API and WebSocket offering, a now-discontinued trading API previously built with E.SUN, and a Fugle AI assistant that integrates with ChatGPT and Claude. That product bundle matters because it shows Fugle is no longer defined purely by its charting interface. It is building a two-sided ecosystem for both investors and developers. The company’s outward narrative has also shifted. Its About page says that from 2025 onward, it began cooperating with professional investment-advisory firms to improve the quality and quantity of Fugle Direct research. FinTechSpace states that in the next three years it plans to expand the platform ecosystem, deepen subscription and advertising models, and pursue overseas securities licenses. That means Fugle is trying to move upstream into higher-quality research and institutional cooperation, while also defending its retail distribution entry point downstream. The hardest capital relationships are visible in board composition. Fortuna Intelligence’s current public board list includes not only founders and early team members such as Eric Yeh, Cloud Chiu, and Chen Jing-Ting, but also a seat represented by CTBC Commercial Bank, a seat represented by Digital Economy LP, and a seat represented by Venture Plus-related capital. That means Fugle is no longer structurally just a founder-run small startup. Its governance already includes formal participation by financial institutions and professional investors. Taiwan’s National Development Fund also appears in the picture. The NDF’s official quarterly report shows that, as of the end of September 2024, Fortuna Intelligence was listed under the Entrepreneurship Angel Investment Program, with an investment date of July 2019, categorized under ICT application services (FinTech), an investment balance of NT$21.444 million, and a shareholding ratio of approximately 13.17 percent. This matters because it confirms that Fugle was not funded only by market angels and private capital; it also received early-stage support from a national policy-investment channel. Venture Plus is another notable line. Its own public company-development record states that in October 2022 it completed an investment in Fugle / Fortuna Intelligence, and its English corporate name is Venture Plus Fund I Taiwan Inc. This supports the conclusion that around 2022 Fugle entered a more formal financing and board-expansion phase involving venture-capital networks. Fugle’s business model currently has at least five layers. First, subscriptions: public pricing pages show paid products such as advanced cards, curated investment packages, and developer plans. Second, brokerage-partner economics tied to integration value. Third, research-content monetization through products such as Fugle Direct. Fourth, education revenue through Fugle Academy, where a flagship course is priced at NT$7,800 and the course page shows 1,782 learners. Fifth, advertising and platform-ecosystem monetization: FinTechSpace explicitly says the company plans to deepen both subscriptions and advertising. But Fugle’s real value lies not only in current revenue streams. It also lies in a layered asset base. One layer is operating assets that can be priced and scaled: the app, local stock-research tools, developer APIs, paid courses, the AI assistant, and broker-integration know-how, including its compliance experience. The other layer is influence assets: UX reputation among younger investors, brand ownership of the “research-oriented investor” segment, content-production capacity, and sustained discussion within finance communities. The latter may not show up immediately as revenue, but it helps explain why Fugle could take a major partner shock and still preserve a meaningful user base. Public user-scale figures are not perfectly consistent. Fugle’s homepage says that more than 100,000 investors use the product, while FinTechSpace’s July 2025 team page says cumulative membership has exceeded 300,000. The safest interpretation is that the pages reflect different update times or different counting methods. The most responsible wording is therefore: Fugle is clearly at least at a six-figure user scale, and newer public materials give a 300,000-plus figure, but the precise membership total at any specific point is not fully confirmable from synchronized public sources. On Kaide Capital, the legal-entity history is fairly clear. Kaide Capital Co., Ltd. was established in May 2014, with business items including general investment and venture capital. Its original legal representative was Cheng Kai-Wen, and this was changed to Cloud Chiu in August 2019. The company later went through multiple shareholding adjustments, capital increases, and address changes, and as of 2026 remained officially registered and operating. This shows that Chiu did not begin as the front-facing legal representative in 2014, but formally took control or front responsibility by 2019. Yet today’s public-facing brand does not look like a simple continuation of a 2014 company. KD Capital’s website and LinkedIn page describe a research-driven, multi-strategy investment-management platform emphasizing value investing, growth investing, multi-asset research, private advisory for high-net-worth clients, and broader research services. LinkedIn says the company was founded in 2024. The website also claims a team spanning Taiwan, Hong Kong, Singapore, the United States, Indonesia, the United Kingdom, and Canada, with 25-plus core management experts. That indicates that the current outward-facing KD Capital has a noticeably reconstituted or refreshed brand form. The key point here is not to insist on a single founding year, but to differentiate between legal-entity age and public-brand formation. If one asks when the legal entity was incorporated, the answer is 2014. If one asks when the current public-facing KD Capital identity seems to have taken shape, the answer is much closer to 2024. That gap may reflect rebranding, organizational reset, business restructuring, or a legal-entity-plus-new-brand arrangement, but public materials do not explain it in full detail. The most defensible conclusion is that the legal entity traces to 2014, while the present KD Capital brand format clearly intensified after 2024. Today’s KD Capital outward business model looks more like boutique asset management plus research advisory than like a loudly marketed venture-capital house with a public portfolio list. The website presents investment management, private advisory, overseas research, macro research, and Taiwan-market research. Its partner and service descriptions emphasize affluent clients and professional investors. It also promotes newsletter subscriptions, strategy research, and training programs for future finance talent. That makes it look like a research-driven asset-allocation and advisory platform rather than a standard publicity-heavy VC brand. The website also states that in 2024 it established a nonprofit institution dedicated to developing the next generation of financial leaders through practical projects, workplace simulations, expert talks, and network-building activities. From a brand-building perspective, this suggests that KD Capital wants more than a closed investment-management office. It is consciously constructing a broader network around research, training, social capital, and client advisory. Cloud Chiu’s role in KD Capital does not look like that of a passive financial backer. Public bios inside the Fugle ecosystem consistently describe him as a founding partner of Kaide Capital, while the legal registry shows him as the company’s chair and responsible person. On the basis of public structure alone, he appears to hold both narrative authority over the brand and a material portion of legal control over the entity. If the lens widens beyond Fugle and Kaide, open company databases also associate Chiu with entities such as Yunfeng Capital, Rainmaking Capital Management Consulting, and Xuecheng International. Kaide Capital’s registry page additionally lists Rainmaking as an entity for which it is or has been a representative legal person. That does indicate a wider corporate network around him. At the same time, current business activity, asset scale, and revenue status for those entities are not sufficiently documented in public sources, so it would be irresponsible to portray them as a large, clearly proven capital empire. If one asks whether there are major scandals, public lawsuits, or large-scale legal controversies, the answer from the currently searchable public business and judicial aggregation records is negative. Both Fortuna Intelligence and Kaide Capital show zero publicly aggregated judgment records on the sources reviewed. That does not prove the complete absence of private disputes, settlements, or non-public frictions. It only means that no major public court-judgment trail surfaced through the reviewed public sources. Fugle’s main controversies are therefore not moral or criminal ones. They are practical and structural. The first is dependency on a single brokerage partner. Once E.SUN ended the cooperation, users immediately felt the pain of migration, re-opening accounts, stock transfers, and changes in operational habit. The second is regulatory friction in Taiwan’s fintech environment. Chiu has said publicly that brokerage-fintech cooperation began requiring regulatory review, which raised entry barriers. In that sense, Fugle’s biggest “failure lesson” was not product failure, but exposure of the fragility between its business architecture and Taiwan’s supervisory structure. Product criticism, when it appears, is also revealing. Complaints are usually not that Fugle is unserious or low quality. They are more often about broker-switch inconvenience, temporarily missing features after transitions, or certain card tools not yet being fully restored. The hidden premise behind those complaints is that users already assume the interface and research experience are strong; what they resent is losing the old one-stop smoothness. In a paradoxical way, that itself is evidence that product experience is Fugle’s hardest moat. Why is Fugle remembered externally? Because it is one of the few Taiwanese teams that genuinely tried to redesign the securities-research tool experience. CommonWealth in 2018 framed it as a team trying to challenge Taiwan’s brokerage status quo. INSIDE emphasized that it was not blindly selling an AI myth, but using AI as a targeted enhancer in a few key scenarios. Its deepest legacy is therefore not one single original financial product. It is that it pushed Taiwan’s retail digital-investing experience toward something more modern and more recognizably internet-native. Cloud Chiu himself is also remembered less as a mass-market celebrity and more as someone standing at the intersection of multiple systems: engineering logic, investment research, institutional investing, and hands-on product entrepreneurship. His visibility across courses, podcasts, and written commentary indicates that he is no longer merely a backstage capital operator or board director. He has become part of the public identity of the Fugle brand itself. The least exaggerated way to define his current real-world position is this: he is not Taiwan’s most famous fintech celebrity founder, but within the niche intersection of investment-research tools, brokerage integration, research content, and asset management, he has now carved out a clear place. Fugle gives him distribution and influence at the retail-investor entry point; Kaide Capital extends him into research and asset-allocation identity. Together, those two lines make his influence more specialized, professional, and durable than purely traffic-driven. A compressed timeline makes the structure easier to see. In 2014, Fortuna Intelligence was established, and the Kaide Capital legal entity was also incorporated that same year, though not initially under Chiu’s front-facing legal control. In 2017, Fugle entered the Startupbootcamp Singapore finalist cohort. In 2018, Fugle partnered with E.SUN Securities and Cloud Chiu joined Fortuna Intelligence’s board. In 2019, the National Development Fund angel program invested in Fortuna Intelligence, and Chiu became the responsible person for Kaide Capital. In 2022, Fortuna Intelligence’s board structure began to reflect the formal presence of outside institutional and venture investors. In 2024, E.SUN officially terminated Fugle’s trading and account-management functions. In 2025, Fugle cooperated with Masterlink and publicly articulated a multi-broker platform strategy, while newer public material put membership above 300,000. In 2026, Fugle’s support center pointed to Taishin as the current cooperating retail brokerage, while KD Capital’s website and LinkedIn presence made its refreshed public brand form unmistakable.