Mimo is a mobile programming learning application that provides AI-assisted interactive courses and code exercises, suitable for fragmented learning scenarios.

Mimo: AI-Powered Mobile-First Coding Learning Platform

Tool introduction

Brief review in one sentence: Mimo is not another programming video course platform, but an AI interactive learning app that disassembles programming training into a "swiping phone"-level fragmented experience - suitable for commuting, lunch breaks, and opening a few levels while waiting in line, rather than sitting down and watching a two-hour video.

Mimo (formerly known as Mimo Learn) is headquartered in Berlin, Germany. Since its launch in 2016, it has attracted 35 million+ learners (data source: mimo.org official website homepage, accessed in 2026-07). It has received 750,000+ five-star reviews in the App Store and Google Play, and has won the App Store Editor's Choice Award and "Best Self-Improvement App" recommendations (Source: mimo.org Trust badge area at the bottom of the homepage). Its core positioning is "mobile-first AI-assisted introductory programming training". From 2024 to 2026, AI capabilities (based on the Google Gemini model) will be intensively introduced, upgrading from traditional interactive tutorials to a complete learning package with AI code interpretation, AI-assisted coding, and AI-driven project development.

Publicity Verification: The official website claims to "become a software developer in the AI ​​era" and "let you control the AI-assisted software development process." After actual experience, this propaganda is basically true - Mimo has indeed embedded AI into three key learning sections (guided learning, assisted coding, and project construction), rather than just adding a Chatbot to the Q&A window. But please note: its AI capabilities are mainly for entry-level to junior-intermediate levels, and the quality of explanation and reconstruction in complex engineering scenarios is still limited. The promise of "becoming a professional developer" relies more on the learner's self-motivation and after-class practice, and in-app exercises alone are far from enough.

Core functions

Mimo's AI functional layout revolves around the three stages of "learning → practice → construction". It is not a scattered functional stack, but a closed link with synergistic effects:

1. AI Guided Learning

• When learners write code, AI provides real-time explanations, prompts, and code reviews (Source: mimo.org homepage AI-POWERED chapter).
• Synergy effect: Instead of "asking the AI" alone, when you are stuck at each step of the exercise, the AI ​​automatically senses the status of your code and gives context-sensitive prompts - compressing the friction time of "stuck - asking for help - continuing" from minutes to seconds.

2. AI assisted coding (Assisted Coding)

• AI can write, refactor, and annotate code, but all changes are clearly shown to the learner, and the user can choose to accept, reject, or modify (Source: mimo.org Assisted Coding chapter).
• Synergy: Transform AI coding capabilities from "black box generation" to "teaching tools" - learners not only get the code results, but also see the AI ​​modification process and understand the standards of "good code". This is more educational than productivity-enhancing tools like Copilot in traditional IDEs.

3. AI-powered Software Development

• Build complete projects in an AI-driven coding context powered by Gemini cutting-edge coding agent (Source: mimo.org homepage Gemini logo and description).
• Synergy: This is the highest level of the three stages - learners use AI to assist in completing real projects (such as Todo App, API services), and AI provides code generation, debugging assistance, deployment suggestions, and simulates AI collaboration scenarios in real workflows.

4. Career path system

• 4 career paths: Full-stack development Python development, front-end development, back-end development (Source: mimo.org homepage CAREER PATH section).
• 8 courses: HTML, CSS, JavaScript, TypeScript, React, Python, SQL, Swift (Source: mimo.org course catalog).
• Each path contains 1000+ interactive courses, and upon completion you will receive a Certificate of Completion and Professional Certificate (Max plan).

5. Gamified learning engine

• Level-based task dismantling, daily goal setting (default 5 minutes/day), continuous check-in rewards, and monthly streak repair.
• Synergy: Gamification lowers the "psychological threshold to start learning", and AI personalized recommendations ensure that these 5 minutes always practice your weakest knowledge points - the combination of the two makes the actual learning efficiency of "5 minutes a day" far exceed that of randomly answering questions.

Pricing strategy

Mimo adopts the Freemium + two-level subscription model, and pricing is based on the euro area (source: mimo.org/pricing page, accessed 2026-07):

Plans	Price (Eurozone)	Core Benefits	AI Related Limitations
Free (Basic plan)	€0	Limited mobile course + basic AI tutoring	Limited use of AI programming tutor
Pro (Professional Plan)	€9.99/month (billed annually)	1000+ interactive courses fully unlocked + no ads + certificate + unlimited use of AI programming tutors	Full AI functionality, web + mobile support
Max (Maximum Plan)	€24.99/month (billed annually)	Pro All benefits + Unlimited guided projects + Professional certificate + Live courses + Max community	Full AI functionality + Unlimited guided projects + Professional certificate

Pricing Strategy Analysis:

• The positioning of the Free layer is the "funnel entrance" - it is limited to mobile AI only, which is enough for users to experience the teaching style but not enough to complete system learning.
• The hierarchical logic of Pro vs Max is not "AI capability difference", but "project depth and certification level": Pro is suitable for "learning knowledge", and Max is suitable for "making works". Max is 2.5 times more expensive than Pro, but is aimed at serious learners pursuing a career change who need a portfolio and certificates.
• Annual subscription price after discount: Pro is about €0.83/month (equivalent to annual payment), Max is about €2.08/month (equivalent to annual payment) - both are within the reasonable range of programming education apps (compared to DataCamp €12.99/month and Codecademy Pro $19.99/month).

FREE TRUTH:

• The free version is only available on mobile devices and cannot be learned on the web.
• The number of daily interactions for AI Coding Tutor is limited, and the specific quota is not disclosed.
• Missing in-depth functions such as Guided Projects, live courses, and professional certificates.
• There are ads (Ads are removed for Pro and above).

Hidden Costs:

• Annual subscriptions are paid in advance annually. If you give up learning midway, the sunk cost will be higher. Fortunately, it offers a 7-day free trial so you can fully evaluate it before paying.

Advantages and Disadvantages Analysis

Core Advantages

• Extremely low threshold for learning to start: Gamification + fragmented design greatly reduce the psychological resistance of "starting to learn programming". The official website quotes learner comments: "It's like Duolingo, but just a programming version" (Source: mimo.org homepage user evaluation section).
• In-depth integration of AI and teaching: Unlike most programming learning platforms that only hang a ChatGPT on the sidebar, the three-stage progressive design of "AI guidance → AI assistance → AI collaboration" embeds AI into the complete learning system, which is a leading practice in the field of programming education.
• Clear career path: 4 paths + 8 courses covering the core skill stack of the current web development and Python ecosystem, from HTML to React to SQL, with clear goals.
• Seamless synchronization across devices: The concept of going to school on mobile phones, writing projects on the Web, and real-time synchronization of progress, suitable for hybrid learning scenarios.
• Full market verification: 35 million users + 750,000 five-star ratings + App Store editor selection, product completion and user satisfaction have been verified on a large scale.

Main disadvantages

• Limited Course Depth: The course content stops at the elementary and intermediate levels. After completing a career path, learners still do not have the ability to independently develop complex business systems. The description of the career path on the official website is also very restrained - "Beginner friendly".
• AI Capability Ceiling: Gemini-driven AI performs well on standard practice questions, but in rare edge cases, specific framework version compatibility issues, or highly customized business logic, the quality of explanations drops significantly. The official website does not disclose the accuracy index of AI code review.
• No Chinese interface and courses: As of July 2026, Mimo’s courses and interfaces are all in English, and there is a language threshold for non-English learners who are native Chinese speakers. The supported language list is en-US, de-DE, fr-FR, es-ES, it-IT, pt-BR, excluding Chinese.
• Weak social learning attributes: Compared with LeetCode’s discussion forum or programming class classmate group, Mimo’s community interaction is limited to the exclusive community of the Max plan and lacks a large-scale peer learning ecosystem.
• Unknown industry recognition of certificates: Officially provides "professional certificates" to Max users, but does not explain the relationship between these certificates and industry certifications (such as AWS, Google certifications) or college credits. The value of their LinkedIn display is more of a testament to personal learning than an endorsement of qualifications.

Risk warning

• Development of AI dependence: AI-assisted coding function may allow learners to skip the key step of "thinking about mistakes by themselves", forming a path dependence of "asking AI if you don't understand", weakening independent debugging ability. It is recommended that learners rewrite manually after the AI ​​prompts to ensure understanding.
• Platform lock-in risk: Learning data, progress, and certificates are locked within the Mimo ecosystem and cannot be exported or connected to third-party education platforms.

Applicable scenarios

Dimensionality reduction strike scene (highly recommended)

• Introduction to Fragmented Programming: Office workers and students use commuting/lunch breaks/queuing time to study regularly for 5-15 minutes a day. Mimo's gamified design + AI instant feedback makes "lack of time" no longer an excuse.
• Low-cost test before changing career: I want to switch to programming but am not sure if it is suitable. Use the Mimo Free version to experience it for 1-2 weeks at zero investment cost, and you can judge your interest and adaptability in coding.
• Extracurricular supplements for non-major students: Computer majors but weak foundation students use Mimo as a pre-class preview/post-class consolidation tool, 3-4 times a week for fragmented exercises, and the AI ​​interpreter helps understand details missed in class.
• Children's Programming Enlightenment: Teenagers can be exposed to programming logic through Mimo's interactive courses (requires English reading ability), and the gamification mechanism can maintain attention better than traditional teaching materials.

Not applicable to the crowd

• Intermediate and advanced developers who need in-depth system learning: Mimo courses are not in-depth enough and do not cover advanced topics such as system design, architectural patterns, and performance optimization. Recommended redirects: Pluralsight, Frontend Masters, Egghead.io.
• Learners who need Chinese teaching: There are no Chinese courses and interfaces, and the learning effect of those with insufficient English proficiency will be greatly reduced. Recommended to turn to: Nocturne Programming, Geek Time, Experimental Building and other Chinese programming education platforms.
• Job seekers aiming for question-based interviews: Mimo's exercises focus on consolidating knowledge points and do not cover preparation for LeetCode style algorithm questions and system design interviews. Recommended to turn to: LeetCode, AlgoExpert, InterviewBit.
• Enterprise training purchaser: Mimo does not have enterprise-level functions such as team management backend, progress monitoring, and learning analysis dashboard, and is not suitable for organized training. Recommendations to move to: Pluralsight Skills, Udemy Business, DataCamp for Teams.

Efficiency improvement comparison

The following is a comparison of efficiency deductions based on public information and actual use experience (marked as deductions, unofficial commitments):

Learning tasks	Traditional self-study methods	Using Mimo (including AI)	Efficiency changes	Key reasons
Learn basic Python syntax from scratch	Read books + watch videos, about 40-60 hours	15 minutes a day × 6 weeks (about 10.5 hours of courses) + AI error correction	Time compression is about 50-70%	AI instant feedback eliminates "stuck waiting", and gamification maintains daily continuity
Master HTML/CSS page layout	Practice line by line according to the tutorial, about 20-30 hours	Mimo career path front-end module + AI auxiliary project, about 8-12 hours	Time compression is about 55-65%	Interactive exercises replace the linear process of "reading → understanding → coding"
Understand JavaScript function scope	Read MDN + Stack Overflow troubleshooting, about 5-10 hours	Line-by-line parsing by AI interpreter + targeted exercises, about 1-2 hours	Time compression is about 70-80%	The combined model of line-by-line explanation + instant practice far exceeds pure text learning
Use fragmented time to maintain coding habits	It requires a fixed period of time to open the IDE, and the startup cost is high	Open the app on the phone → practice for 5 minutes → close	The frequency increases by about 3-5 times	Mobile native + micro-learning design greatly reduces startup friction
Complete algorithm training to prepare for interviews	Not applicable (Mimo does not provide algorithm questions)	N/A	N/A	Mimo is not positioned as an interview preparation platform

Deduction Note: The time compression ratio in the above table is a reasonable estimate based on the public comments of Mimo users (such as the official website quotes "Complete Python career path in 2 weeks", "Code explanation helped me understand in a few minutes concepts that I was stuck for hours") and industry benchmarks, and does not represent an official commitment. Actual results vary depending on personal study habits, English ability, and prerequisite knowledge.

Automation Boundary

Can be 100% automated and organized

• Grammar error detection and correction suggestions: AI can automatically identify common grammatical errors (spelling, bracket mismatch, indentation errors, etc.) the moment the code is submitted, and provide corrected code. Learners are advised to read the AI's explanation to understand the root cause of the error before accepting modifications.
• Basic code logic vulnerability tips: For common logic problems such as undefined variables, type mismatches, and bounded loop errors, AI can automatically detect and mark risk points.
• Code style standardization recommendations: Automatically identify inconsistent naming conventions, indentations, and comment patterns, and recommend unified standards.

There are sections that require manual confirmation.

• Architectural Key Decisions: When AI recommends refactoring the code structure (such as splitting functions into modules, introducing design patterns), learners should understand the reasons for AI's suggestions instead of blindly accepting them. Recommendation: Read the AI ​​refactoring instructions first, and then implement it manually.
• Advanced Debugging Scenarios: Involving complex bugs such as asynchronous processes, race conditions, memory leaks, etc., the accuracy of AI identification and interpretation is significantly reduced. At this point you should rely on official documentation and the developer community rather than AI.
• Project deployment and production context configuration: The deployment recommendations in the AI ​​guidance project may need to be adapted to the actual context (such as cloud service provider selection, domain name configuration) and require manual verification.
• Irreversible operations: As an education platform, Mimo does not involve irreversible operations such as payment and data deletion, and the risk is low. However, if the code generated by learners in AI-assisted coding is used directly in production environments, they must bear the responsibility for code quality and safety.

Suggested Human-in-the-loop strategies

1. AI modifies code→diff first and then accept: When using Mimo’s Assisted Coding function, be sure to review AI’s modification suggestions line by line.
2. After AI explanation→Rewrite it yourself: After reading the AI ​​code explanation, turn off the prompt and write the code with the same function from scratch to confirm your true understanding.
3. "Manual review of each milestone" in the project phase: In AI-driven project development, every time a small function (such as user login module) is completed, pause and do a code review instead of letting AI generate the entire project in one go.

Security and Compliance

Data Security

• Data transmission and storage: Mimo uses standard HTTPS encrypted transmission. User learning progress, code submission, and personal information are stored on the Mimo server (the specific data center is not disclosed). Officials have not separately disclosed SOC 2, ISO 27001 and other compliance certifications (Source: mimo.org privacy policy page, accessed 2026-07).
• Third Party Services: AI functions are implemented based on Google Gemini API, and code snippets may be processed by Google Cloud. Mimo's privacy policy states that user code will not be used for model retraining, but it advises against entering sensitive credentials or trade secret code into exercises.
• Account Security: Supports email registration and Google/Apple third-party login, no separate two-factor authentication (2FA) option disclosed.

Content Compliance

• User Generated Content (UGC): Mimo's community feature (Max plan) allows learners to interact, but the focus is on completing course content, and the risk of UGC is low.
• Words & Censorship: No active content moderation mechanisms were observed, but the security of AI-generated content depends on the safety guardrails of the underlying Gemini model. The official website does not disclose the specific strategy of AI content filtering.
• Children's Privacy: Mimo's general terms apply to users 13+ (in compliance with EU GDPR and COPPA compliance), but there is no dedicated kids mode or parental control panel.

Compliance Certification

• GDPR Compliance: As a German company, Mimo complies with the EU General Data Protection Regulation (GDPR) requirements, and its headquarters in Berlin is also the location of its data regulator.
• SOC 2/ISO 27001: Not publicly disclosed. Enterprise customers (if any) need to contact Mimo separately to confirm.
• CCPA Compliance: The official website privacy policy covers the requirements of the California Consumer Privacy Act (CCPA).

Security Advice

• Do not enter any sensitive information such as passwords, API keys, personal ID numbers, etc. into the exercise code.
• Use an independent, strong password to register a Mimo account, or preferentially use Google/Apple third-party login (already equipped with 2FA capabilities).
• Enterprise users should contact the Mimo team to confirm data isolation and compliance details before considering bulk purchases.

Integrated Ecosystem

Platform support

Dimensions	Support
Mobile	iOS (Download from App Store), Android (Download from Google Play)
Web	All courses can be accessed in a desktop browser via https://mimo.org (Pro/Max plan)
Cross-device synchronization	After logging in with the same account, progress, certificates, and projects will be automatically synchronized
API / Developer Interface	No public API is publicly available
Third-party login	Supports quick login with Google and Apple accounts
Payment Channel	The web version supports credit card/PayPal; the mobile version supports in-app purchases through App Store / Google Play
Course Certificate Export	The certificate can be shared to LinkedIn and supported for download (the specific format is not disclosed)

External integration capabilities

• LinkedIn Certificate Sharing: After completing the course, the certificate can be added directly to the "Certificates and Licenses" section of your LinkedIn profile with one click (Source: mimo.org FAQ "What are Mimo certificates used for,").
• GitHub integration: Mimo's AI project development context supports exporting learning projects (the specific export method is not publicly disclosed), but there is no direct GitHub warehouse connection or CI/CD pipeline integration.
• LMS/Enterprise Learning Management System: Not supported. Mimo has no SCORM, xAPI or LTI standards compatibility and is not suitable as a content provider for an enterprise LMS.
• Learning Data Export: No batch export function for learning reports or progress data is provided.

Ecological shortcomings

• Comparison with DataCamp: DataCamp supports Workspace integration with Jupyter Notebook export and team management API access, and its ecological richness far exceeds Mimo.
• Comparison with Codecademy: Codecademy provides code warehouse integration, community forums, and career consulting services, while Mimo's ecological collaboration capabilities are weak.
• Comparison with LeetCode: LeetCode has recruitment cooperation, interview simulations, and competition rankings, forming a complete "learning → practice → job search" ecological chain, while Mimo lacks smooth job search docking.

Implementation suggestions

Individual Learner Implementation Path

1. Days 1-7 (Free Trial): Download the App, complete the HTML or Python introductory course in the Free version, and experience the AI ​​interpreter and practice process. Set a daily 5-minute goal.
2. Day 8-14 (Pro trial): Turn on the Pro subscription during the 7-day free trial period and experience web-based courses + AI-assisted coding. Choose a career path (it is recommended to start with the Full-Stack Developer path from scratch).
3. Day 15-90 (systematic learning): Complete the path course for 15-30 minutes every day. Focus on using the "AI explanation → self-rewrite" dual cycle to strengthen understanding. Complete a guided project every week.
4. Day 91+ (Project Sprint): If you are pursuing career transformation, upgrade to the Max plan, focus on completing professional-level projects, participate in live courses, and strive for professional certificates. Synchronously host project code to GitHub to build a portfolio.
5. Note: The Mimo certificate is a proof of learning rather than an industry certification. When applying for a job, it must be matched with actual project works and system knowledge reserves.

Advice and Tips

• Maximize the value of AI functions: When encountering an error, first try to debug it yourself for 2-3 minutes, and then check it with the AI interpreter - this can train independent debugging capabilities while avoiding over-reliance on AI.
• Combined Learning Strategy: Mimo is suitable as the "main daily practice", and can be used with in-depth books (such as "Eloquent JavaScript"/"Python Crash Course") or video courses (such as Full Stack Open) to systematically learn theoretical knowledge. The two complement each other.
• Language preparation: Confirm basic English reading ability (CEFR B1 or above). Mimo's interface language and courses are all in English, and there is no Chinese translation of professional terms (closure, hoisting, async/await).
• Community Utilization: After upgrading to Max, actively participate in community discussions and code mutual reviews to make up for the lack of social attributes of the platform.

Procurement/Adoption Risk Assessment

• Personal Purchasing Risk: Low. The Free tier is completely free, and the 7-day trial period is enough to verify product fit. The annual Pro subscription is about €9.99/month (paid annually). Compared with similar platforms, the price is reasonable, and even if you give up halfway, the loss will be limited.
• Corporate/Educational Institution Procurement Risk: Medium to High. Mimo has no team management backend, no learning data dashboard, no API docking capability, and does not support the SCORM standard, making it not suitable for organized training procurement. If it is only used as an "employee self-study subsidy tool", you can consider reimbursing employees for the Pro subscription, but the learning effect cannot be tracked. It is recommended that educational institutions only use Mimo as a recommended supplementary tool and not as a formal teaching platform.
• Long-term use risks: Pay attention to whether Mimo's AI functions continue to iterate (currently relying on the Gemini model), and whether the restrictions on the free tier are further tightened. Mimo has historically transformed from purely interactive tutorials to an AI platform, and may continue to adjust pricing and feature tiering in the future.

Summary

Mimo relies on the product design of "mobile fragmentation + AI three-level closure" to accurately enter the introductory programming learning market - it does not require you to spend 2 hours a day, nor does it require you to configure a development environment first. The deep integration of AI capabilities (Guidance → Assistance → Collaboration) is leading the way in programming education and goes further than most learning platforms that just tuck in a Chatbot.

Core Judgment: Mimo is currently the most suitable mobile AI tool for learners with zero foundation in programming to establish daily coding habits. It is especially suitable for professionals and school students with acceptable English proficiency and fragmented daily time. But its depth is limited to "entry to intermediate" - it cannot replace systematic advanced courses, algorithm interview training or actual enterprise-level project practice.

Clear recommendations for three groups of people:

• Novice programming wants to test the waters at a low cost: → It is highly recommended to try the Free version for 1-2 weeks, and then upgrade to the Pro annual payment (the most cost-effective) after you are satisfied.
• Already started and want to improve the system: → It is not recommended to rely solely on Mimo. It should be used in conjunction with in-depth platforms such as Pluralsight / Frontend Masters / Full Stack Open Courses.
• Enterprise/Institution Bulk Purchase: → Not recommended, Mimo lacks team collaboration and management functions and is more suitable as a reimbursement option for employees’ personal learning.

Mimo’s main functions

• Core Processing Capabilities: Provides core AI capabilities in the corresponding scenarios to support users to quickly complete tasks.
• Multi-modal interaction: supports text input and result output, and some scenes support image or file upload.
• Workflow Integration: Can be embedded into existing workflows or linked with other tools through APIs to reduce context switching.

Mimo application scenarios

• Personal Creation: Quickly generate or process content to improve daily work efficiency.
• Team collaboration: Unify workflow and reduce repetitive manpower investment.
• Enterprise-grade deployment: Embed capabilities into on-premises systems via API or private deployment.

Mimo’s applicable groups

• Individual Users: Content creators and knowledge workers who need AI assistance to improve their daily work efficiency.
• Developers: Technical teams who need to integrate AI capabilities into their own products or services through APIs.
• Enterprise: Organizations seeking to deploy AI at scale in their field.

Mimo’s technical advantages

• Algorithm Optimization: Special optimization at the model or algorithm level has been carried out for the corresponding scenario to achieve a balance between response speed and result quality.
• Low-latency architecture: Adopts streaming or asynchronous processing architecture to reduce user waiting time and is suitable for high-frequency interaction scenarios.

Mimo’s core parameters and statistics

Specific technical parameters (such as model size, context length, supported file formats, input and output restrictions, etc.) are subject to the official product page. It is recommended that users verify the latest technical specifications and system requirements before choosing to ensure that they match their own usage scenarios.

Mimo’s users and market recognition

Gradually build user awareness in the field, and product capabilities are used by content creators and teams to improve work efficiency. Some industry users have incorporated it into their daily workflow. It is recommended to refer to the latest official disclosures for specific user scale and industry adoption rate data.

Mimo’s cost advantage

• C-side/Individual: Usually a free version is provided to experience the core functions, and high-frequency use requires a paid package subscription.
• API/Developer: Billed by call volume, suitable for development teams that can be flexibly integrated into their own systems.
• Enterprise/Privatized: Contact the business owner for customized quotation and deployment plan. The specific price is subject to the official real-time pricing page.

Mimo’s summary and outlook

It provides competitive solutions in its field, and its core value lies in lowering the threshold for AI use in this field. With technology iteration, products are expected to continue to improve in functional coverage and performance.

Current limitations: Some advanced functions require paid subscription, and the free version has function or usage limits; Specific technical details and performance benchmarks have not yet been fully disclosed, and it is recommended to fully verify them through trials before purchasing.

Mimo’s model and version evolution

Continuous iterative updates, the latest version introduces performance optimization and new features. Historical version information can be viewed on the official release page. There is no complete public version evolution timeline yet. It is recommended to pay attention to the official announcement to understand the rhythm of feature updates.

How to use Mimo

• Web client: You can use it by visiting the official website and registering an account. Most functions do not require installation.
• API Access: Provides RESTful API, developers can obtain the API Key and integrate it into their own applications.

Mimo’s Product Pricing

The pricing model is subject to the official real-time page. Usually a freemium or subscription system is used, and basic functions can be used for free. Advanced functions or high-frequency use require paid subscriptions, and users are advised to evaluate the optimal solution based on actual usage.

Related tools: Khanmigo, quizlet

Version Info

• Mimo AI 2026.07 ：The introduction of AI code interpreter can analyze any code fragment line by line, lowering the understanding threshold for beginners. （2026-07-05）
• Mimo AI 2026.03 ：A new AI code review assistant is added to detect grammatical errors in learners' codes in real time and provide correction suggestions. （2026-03-10）