Recently, as AI keeps advancing, regular folks feel increasingly "powerless" and "anxious", just like how Li Xiang, the founder of Ideal Auto, mentioned in his WeChat moments:
"AI won't level the playing field, but will greatly amplify the gap in professional capabilities." 🔍
Pro traders: Using tools like Codex/Claude Code, productivity has skyrocketed by 10-100x (able to craft prompts, debug skills, iterate).
Regular traders: The entry barrier is high, failure rates are steep, debugging is a pain, hiring costs are high, and results are inconsistent.
But I believe this situation isn’t the final form of AI; whoever can create widely accessible and easy-to-use AI applications can truly be called a killer app for maximum commercialization.
DAPPOS @DAPPOS_COM The newly launched xBubble allows users not to need to understand prompts, debug, select models, configure APIs, or hire people. Just one sentence describing the task can yield stable, professional-level results (documents, PPTs, websites, images, videos, research, automation, scheduled tasks, etc.). 🤔
xBubble is a low-prompt AI Agent product, pioneering the SOP (Standard Operating Procedure) system, automating and encapsulating complex large model workflows (Vibe Coding).
Simply put:
SOP = Skills + Operating Environment + Third-party APIs + MCPs + Model Selection
, it's a packaged complete solution that encapsulates all variables (model, environment, API, exception handling, iterative logic) to ensure stable, reusable results within defined parameters.
Practical use: provides ordinary users with a new path to use AI directly without learning it—users just state their goals, and xBubble handles all the complex AI operations behind the scenes 👌
xBubble's product architecture (two core systems)
1⃣ Bubble Engine
Based on user-provided content, reverse engineer prompts and build various combinations. Iteratively: generate → run results → AI evaluation (whether it meets requirements + proximity to cases) → modify SOP until performance can't be improved further.
Simply put: it's tailored to create the most reliable operation manual (called SOP) for each task.
2⃣ Bubble Pilot
Read user needs → Determine task type → Match the most suitable plan from the SOP library for execution.
If there is a dedicated SOP → prioritize using the dedicated plan (verified, stable).
If not, revert to the generic plan (like Bubble Computer SOP).
When results are unsatisfactory, users can submit 'Bubble Up' to let the Engine continue optimizing automatically.
Simply put: as soon as you speak, it immediately finds and executes the best 'recipe' for you.
xBubble also offers two operating environments: 🤼
Bubble Computer (end-to-end project workspace, suitable for delivering complete results for complex multi-step tasks without any manual operations in between);
Bubble Personal (local environment mode, supports personalized automation of local files, browsers, and personal accounts, executing in the cloud and destroying after task completion. Users' local machines only execute operations with explicit authorization, requiring no software installation).
This is where xBubble shines: 🐮
It's not about teaching you how to use AI; it's about letting AI learn how to serve you efficiently.
Here are some real examples: 🌰
1⃣ If I were an employee of a crypto project, with designers, copywriters, and video editors, the traditional approach would take several days to write threads, make posters, edit videos, and create PPTs. Now with xBubble, one person can do it all with just one sentence.
Help me generate a complete marketing package for the new Meme Coin MoonDog:
A professional 15-page Pitch Deck PPT (including tokenomics, roadmap, team)
5 high-quality Twitter/X promotion threads (with meme-style copy)
10 viral meme posters + 3 banners
1 funny promo short video of 30 seconds
The style should be cute, quirky, and FOMO-inducing, with colors in orange + purple, and data referencing the current Solana meme coin market trends.
2⃣ As a crypto blogger, I have to track over 10 sectors (Meme, DeFi, AI Agent, RWA, etc.) daily. I manually scour X, Dune, DefiLlama, CoinGecko, news, and compile notes, which takes 1-2 hours and can lead to missing key info. With xBubble, I can get a professional-level, data-visualized report with just one sentence before getting out of bed in the morning or before sleep, completely freeing up my hands.
Like this 👇
Then help me select the SOP (if unsatisfied, I can upgrade) 👇
Then the report comes out 👇
Creating PPTs and posters can be proposed, shared with the community, and optimized if unsatisfied 👇
The future should be AI learning AI, AI using AI, where users just need to state their goals 💬
Whoever is easier to use, understands users better, and can serve users well will win the market. xBubble is off to a great start 🤝