Dakou

Still worried about not being able to realize ideas because you don’t know how to program? Developers want to quickly validate project prototypes but are stuck with complex processes? The emergence of Dakou breaks the technical barriers – as an asynchronous AI Agent development platform launched by Ali’s Heartstream AI, it takes “natural language-driven + full-process automation” as the core, allowing white and junior developers to complete the whole chain from research, coding, testing to deployment without the need for a single line of code. With the core of “natural language-driven + full-process automation”, it allows white and junior developers to complete the whole chain of R&D from research, coding, testing to deployment without a single line of code, and to complete the whole chain of R&D from research, coding, testing to deployment by describing the requirements in a single sentence, thus truly realizing that “everyone is a creator in the AI era”. This article combines the latest functionality of the 2025 test and official information to dismantle its core advantages and application value, and bring you zero threshold to unlock AI development capabilities.

First, the positioning of the platform: “AI development housekeeper” that can be used by white people.

Ride knocking is Hangzhou Wanphase Creative Technology (Ali system) to create a one-stop AI research and development tools, the core mission is to “reduce the threshold of development, so that creativity quickly landing”. It is not a simplified version of the traditional programming tools, but through the AI Agent autonomous planning task process, the complex R & D logic encapsulated into visualization, dialogue, clear positioning:

• Core users: white people without programming foundation, junior developers, SME teams, and entrepreneurs who need to quickly verify project prototypes;
• Core value: use natural language to replace code, support websites, browser plug-ins, office systems, Android applications and other multi-scenario development, the entire automated execution, without having to pay attention to the underlying technology;
• Underlying support: Relying on the big model of Ali Qianqian, it is also compatible with mainstream models such as GLM 4.6 and DeepSeek-V3.2, with an independent cloud sandbox environment, taking into account the development efficiency and security.

Second, the core function of the actual test: 5 highlights to reconstruct the development experience

1. One sentence driven development: zero programming foundation can also get started

The core advantage of building knocking is “demand is code”, the actual test without complex configuration, natural language description can start development:

• Minimalist work: input the requirements (such as “develop a cue word favorites site with tag classification”, “create a Chrome plug-in that counts the length of web page visits”), AI automatically disassembles the task and plans the process, without additional instructions.
• Model Selection: Support Qwen 3-Coder, GLM 4.6, DeepSeek-V3.2 three mainstream programming models, can be switched according to the needs of GLM 4.6 to adapt to complex scenarios, Qwen 3-Coder focuses on efficient landing.
• Intelligent Optimization: Built-in “Magic Wand” function can automatically optimize fuzzy requirements, clarify development boundaries, and reduce the rework rate due to unclear requirement descriptions.

The development of simple Chrome plug-ins measured only a few minutes, the product can be directly downloaded and installed; complex website development about 20 minutes to produce a front-end prototype to support the subsequent iteration and optimization.

2. Asynchronous sandbox environment: safe and efficient “cloud development room”.

Each task is assigned an independent cloud isolation sandbox, the test balance between security and flexibility:

• Environmental isolation: physical isolation from local equipment, to avoid malicious code, abnormal operations affecting the local system, code security without the risk of leakage;
• Asynchronous execution: no need to wait online after submitting a task, the page can also be closed to run continuously, support for batch parallel processing of multiple development tasks, efficiency increased by more than 3 times;
• Sufficient resources: automatic allocation of cloud computing resources, support for front-end, back-end, Android applications and other types of development debugging, without having to worry about insufficient local configuration.

3. Full process automation: from research to deployment in one stop

Knocking to realize the development of the whole chain closed loop, the actual test can be completed without switching tools:

• Task disassembly: AI autonomy to split complex requirements into research, design, coding, testing, deployment and other steps, the progress of each step can be seen in real time;
• Automatic deployment: generate online preview address directly after the completion of development, support product download (such as plug-in installation package, website source code), can be used directly online;
• Integration capabilities: support for importing GitHub, Gitee code repository, automatically download, modify the code and submit Pull Request, seamlessly connecting the existing development process.

4. Knowledge base + script management: make AI development more accurate and efficient

Aiming at the “illusion” problem of AI development, Taking Knock has designed two major auxiliary functions:

• Knowledge base: You can add vertical knowledge, enterprise information, etc., which can be directly invoked during AI development to reduce the error rate, and at the same time, support the sharing and accumulation of knowledge, so that team collaboration is more efficient;
• Script management: you can save the standard SOP, successful development experience as a custom Prompt, subsequent similar tasks directly reuse, to achieve “one success, multiple replicas”, reducing the cost of repeated communication.

5. Free and no threshold: zero-cost experience of AI development.

Currently ride knocking completely free and open, the actual test no points, no paywall restrictions:

• Use restrictions: each model can be used 10 times a day, to meet the needs of individual developers, small and medium-sized enterprises prototype verification;
• Expansion support: integrated MCP Server market, can enable all kinds of standardized tool interfaces, expand the boundaries of the development function, without additional payment.

Typical application scenarios: covering the entire scene of creative landing needs

1. Individual tool development

• Practical gadgets: develop cue word favorites, inspiration record website, personal knowledge base, etc., to solve daily needs;
• Browser plug-ins: production of web page screenshot tools, information extraction plug-ins, access statistics plug-ins to enhance the efficiency of the Internet, the actual test generated plug-ins can be installed directly in the Chrome browser to use.

2. Small and medium-sized enterprise office system

• Lightweight application: build enrollment forms, interview assessment systems, attendance statistics tools, etc., without relying on the IT team, and can be online within 30 minutes;
• Customized tools: develop customer management forms and project tracking systems according to enterprise business processes, adapting to individual needs.

3. Entrepreneurial prototype validation

• Product prototype: quickly create official website, product demo page, user feedback form, low-cost verification of market demand;
• Functional testing: develop core functional modules for small-scale testing to avoid direction deviation after large-scale development.

4. Technology Learning and Practice

• Programming introduction: through natural language and AI collaborative development, intuitively understand the code logic, lowering the threshold of programming learning;
• Project practice: rapid realization of creative projects, accumulation of development experience, without the need to get entangled in the underlying syntax issues.

Differential advantages: the core difference with similar tools

Compared with traditional programming tools and other zero-code platforms, the uniqueness of hitchhiking is reflected in:

• Lower threshold: no programming foundation is required, and development can be started in one sentence, which is closer to white users than LowCode tools.
• More complete process: from research to deployment of the whole chain of automation, rather than only provide components drag and drop, reducing manual intervention;
• Stronger security: independent sandbox environment to avoid code conflicts and leakage, more secure than local AI programming tools;
• Reliable background: backed by the Ali system, the underlying model and technical support is guaranteed, and the subsequent functional iteration is expected.

V. Suggestions for use: a guide to avoiding pitfalls and getting started efficiently.

1. Requirements description: try to clarify the details of the function (such as “support for labeling, classification, search function of the inspiration record site”), to enhance the accuracy of the development;
2. Model selection: choose Qwen 3-Coder for simple requirements (fast), and GLM 4.6 for complex requirements (strong logic).
3. Iterative optimization: after the first development, you can add requirements based on the preview effect (such as “optimize the UI style, add dark mode”), and the AI will automatically iterate.
4. Resource utilization: make good use of the script management function to save the Prompt of common development scenarios to improve the efficiency of subsequent development.

Summarize: zero-code era, creativity without waiting!

By virtue of the core advantages of “one sentence development, full-process automation, free and no threshold”, AI development from the “exclusive skills” of professionals into a “universal tool” accessible to everyone. The AI development has become a “universal tool” accessible to everyone from an “exclusive skill” for professionals. Whether you want to realize the ideas of white people, or developers want to improve efficiency, you can use it to quickly realize your ideas, without being bound by programming technology.

As the AI development platform of the Ali system, dakou is expected to access more Ali ecological resources and expand more development scenarios. Now visit the official website ( dakou.iflow.cn ) can be registered for free, with a sentence to open your AI development journey, so that creativity does not have to wait!