Search results for "code"

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AstronClaw is a cloud based AI intelligent agent platform officially launched by iFlytek on March 12, 2026. It is built on the OpenClaw core architecture and focuses on security and usability. The product adopts a hybrid architecture of "cloud rapid deployment+local sandbox operation", supporting

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StableLM is an open-source large language model series launched by Stability AI. It is trained on The Pile extended dataset, which contains 1.5 trillion tokens. It offers multiple parameter versions, including 1.6B, 3B, 7B, and 12B, and supports text generation and code writing. It is licensed under the CC BY-SA 4.0 open-source license, allowing free commercial use. Stable LM 2 12B outperforms Llama 2 70B in some benchmark tests. It is suitable for developers, researchers, and small and medium-sized enterprises for private deployment.

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OpenAI Codex is an AI programming agent launched by OpenAI, with a cloud based software engineering agent as its core form, capable of independently completing the entire development process from requirement understanding to code delivery. After users describe the task objectives through natural

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Ginlix is ​​an AI-powered company specializing in financial investment research. Its flagship product, LangAlpha, is an open-source investment research framework. Employing a Programmatic Tool Call (PTC) architecture, it allows AI agents to process financial data by writing and executing code, with a persistent workspace that enables research to accumulate like a codebase. It supports built-in models and can be deployed privately. It is suitable for individuals and institutions looking to leverage AI for deep, verifiable investment decisions.

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Genspark is a versatile AI workspace that automates end-to-end tasks through Super Agent. It generates presentations, analyzes data, writes code, and makes phone calls without the need for prompt word engineering. The platform integrates over 30 top-tier models, including GPT, Claude, and Gemini, and provides suites for AI slideshows, AI spreadsheets, and AI developer tools. With over 20 million users and annualized revenue exceeding $100 million, it empowers knowledge workers to shift from "task processing" to "product creation."

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Kortix is ​​an open-source AI command center that treats company operations as a Git repository. By deploying autonomous AI agents (Suna), it connects to 3000+ tools, executes multi-step tasks in an isolated sandbox, and generates actual outputs such as reports and code. Self-hosting is supported, giving you complete control over data and configuration. It's ideal for developers and teams looking to build autonomous AI workflows with full ownership.

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Atoms is a multi-agent AI startup platform launched by Shenzhen AI company DeepWisdom (formerly known as MetaGPT team), formerly known as MetaGPT. Users do not need to write code, they only need to describe product ideas in natural language. The platform can dispatch an intelligent agent team

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Weige Cloud is a next-generation data productivity platform that combines the ease of use of spreadsheets with the powerful capabilities of databases. It supports multiple view modes, cross-table linking, data synchronization, automation bots, and over 100 open APIs, covering 12 business scenarios such as project management and CRM. It is as ready-to-use as Excel yet as flexible and powerful as a database, enabling non-coders to build their own lightweight business systems. A free version is available, making it suitable for both team collaboration and personal data management.

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prompts.chat is a free, open-source, and self-hosted AI-powered prompting word social platform. The community focuses on sharing and discovering high-quality prompts, covering content from various fields including code, image generation, and writing. The platform emphasizes data privacy and community-driven development, providing a decentralized communication space for AI creators and users.

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SuperCLUE is a comprehensive evaluation benchmark for general-purpose Chinese large models, released by the CLUE team. It provides authoritative, multi-dimensional capability assessments and rankings for Chinese large models by regularly publishing monthly and semi-annual reports based on three key benchmarks—open-domain multi-turn dialogue, closed-domain objective questions, and anonymous head-to-head battles—as well as dimensions such as mathematical reasoning, code generation, and AI agents.

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Skywork is an AI agent platform under Kunlun Tech that integrates SkyClaw-v1.0 (an agent model supporting a million-token context window), the visual canvas Skywork Design, and Dynamic Workflows for parallel multi-agent scheduling. The platform covers the entire workflow—from research, design, and code generation to deployment—and the annual recurring revenue (ARR) from its AI-native business has surpassed $800 million.

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Amazon Q Developer is a generative AI programming assistant launched by AWS, an upgrade from AWS CodeWhisperer. It supports over 25 programming languages ​​and is deeply integrated with mainstream IDEs such as VS Code, JetBrains, and Eclipse, as well as command lines.

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Visual Studio is Microsoft's most popular integrated development environment (IDE) worldwide. The 2026 version is fully AI-enabled, deeply integrated with GitHub Copilot, and supports .NET 10, C# 14, and C++ 23/26. It offers features such as intelligent code completion, AI-assisted debugging, asynchronous cloud tasks, and personalized Fluent UI themes.

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Baidu Comate is an intelligent programming assistant built by Baidu based on the Wenxin big data model. It supports 200+ programming languages ​​and covers the entire process of code generation, completion, interpretation, debugging, and unit testing. It offers two usage modes: IDE plugin and standalone Comate AI IDE. It pioneered the one-click design draft to code (F2C) function and is equipped with the multi-agent Zulu, which can autonomously break down complex tasks.

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Obviously AI is a no-code automated machine learning (AutoML) platform that enables non-technical users to generate predictive AI models—such as sales forecasts and customer churn analyses—within minutes by simply uploading historical data and making a few clicks; it also supports API integration and real-time predictions.

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Wegic is a conversational AI website builder that allows users to generate and publish websites simply by describing their requirements in natural language. It integrates design, development, and deployment into a single platform, supporting real-time conversational edits and content updates without requiring any coding skills. Ideal for personal brands, portfolios, and small business websites, Wegic aims to help users quickly establish a professional online presence.

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Onlook is an open-source visual design editor for React, positioned as "Cursor for designers." It enables users to edit production-grade React code directly via drag-and-drop, supporting AI-assisted design, real-time collaboration, version control, and one-click publishing. Designers can modify the UI without writing code, while developers benefit from clean, maintainable code output. It supports self-hosting and aims to bridge the gap between design and development.

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MasterGo AI is a leading enterprise-grade AI design tool in China, offering four core capabilities: AI Quick Layout, AI Design Assistant, D2C Pro (design-to-code conversion), and MCP protocol support. Deeply integrated with enterprise design systems, it ensures immediate compliance upon generation and produces editable vector graphics as well as production-ready frontend code (e.g., React, Vue); it also supports private deployment. It has served over 100 industry-leading enterprises and generated more than 500 million lines of code to date.

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Khroma is a personalized AI color tool that trains a neural network based on your color selections to generate and curate color palettes you love right in your browser. It supports searching by criteria such as hue, tint, value, and RGB, allows you to save palettes to an unlimited library, and provides CSS code along with accessibility ratings.

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Pixso 2.0 is an all-in-one product design collaboration platform built for digital teams, integrating core functions such as whiteboarding, prototyping, UI design, interactive presentations, and developer handoff. Leveraging real-time cloud collaboration, auto-layout, design system management, and code generation capabilities, it enables product managers, designers, and developers to collaborate efficiently within a single tool, covering the entire workflow from requirements definition to final development.

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Miaoduo is a next-generation, domestically developed design tool tailored for product design teams. Powered by AI, it covers the entire workflow—from responding to requirements and daily design tasks to R&D delivery. It offers professional interface editing, design system management, and prototyping capabilities, while leveraging AI to learn the team's design style and assist in generating and modifying interfaces. Its innovative "Miaoduo MCP" enables AI coding tools to generate code directly. With a flexible seat and credit-based pricing model, the platform aims to be a strong competitor to Figma.

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AnythingLLM is a full-stack AI application that supports any commercial or open-source LLM. It features built-in RAG, AI agents, and no-code agent builders. It can run locally or be remotely hosted, intelligently converse with documentation, and requires no cumbersome setup. Supporting the MCP protocol, it offers Desktop and Docker deployment options, making it suitable for individuals and businesses to build private, fully functional AI assistants.

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iFlytek AI University is an AI professional learning and training platform under iFlytek's open platform. Leveraging iFlytek's technological expertise in NLP, intelligent speech, and other fields, it offers a full-chain course from beginner to advanced model fine-tuning and agent development. The platform is deeply integrated with iFlytek's MaaS tools, supporting zero-code model customization and deployment. Upon completion, students receive official certification and it serves as a core hub for offline developer communities in multiple cities across China.

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Replicate is a cloud platform that allows developers to run, fine-tune, and deploy open-source AI models through a simple API. It offers thousands of community-contributed models covering areas such as image generation, large language models, and audio/video processing. No infrastructure management is required, and billing is based on actual computing power used. New users receive a free $25 credit.

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iFlow is an AI productivity platform within Alibaba's technology ecosystem, offering capabilities such as AI search, in-depth research, paper reading, AI-generated PPTs, and intelligent writing. Its iFlow CLI is a free terminal AI programming assistant that supports code analysis and generation, and is hailed as the "Chinese version of Claude Code." The platform covers web pages, browser plugins, and mobile apps, aiming to improve efficiency in academic research, workplace work, and development.

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PaLM 2 is Google's next-generation large language model, introduced at Google I/O 2023. It boasts enhanced multilingual capabilities (covering over 100 languages), logical reasoning and mathematical abilities, and code generation capabilities, offering four versions ranging from mobile-friendly Gecko to high-performance Unicorn. PaLM 2 has been integrated into over 25 Google products, including Bard, Google Workspace, Med-PaLM 2, and Sec-PaLM, serving as a core model driving Google's AI strategy.

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Youchuan AI is an all-in-one platform that integrates multiple mainstream AI models, supporting intelligent conversation, copywriting, image generation, code assistance, and more. Users can access capabilities from GPT, ERNIE Bot, Tongyi Qianwen and other large models within a single interface without switching between services, significantly boosting work and creative efficiency. Suitable for content creators, developers, marketers and various users, it offers a clean and easy-to-use interaction experience with flexible model switching.

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AGPT is an AI-powered code generation and collaborative development platform designed to help development teams quickly build, iterate, and deliver software projects. It integrates intelligent code completion, automated code generation, project template management, and team collaboration features, supporting multiple programming languages and frameworks. By describing requirements in natural language, AGPT can generate high-quality code snippets, functions, and even complete modules, significantly improving development efficiency. Suitable for agile development, prototyping, rapid iteration, and especially beneficial for small to medium-sized teams and individual developers.

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AgentGPT is a powerful autonomous AI agent creation tool that allows users to configure and deploy custom AI agents through a simple web interface. No programming experience is required; users only need to name the target AI agent and set goals. AgentGPT will automatically break down tasks, execute operations, and iterate optimizations until the goal is achieved. The tool supports a variety of use cases, such as workflow automation, content generation, data analysis, customer service, etc., making it suitable for individual developers, enterprises, and teams to quickly implement AI-driven automation solutions. Its core advantages include zero-code operation, autonomous task planning and execution, and scalable agent behavior.

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Coze is an all-in-one AI bot development platform launched by ByteDance, enabling users to quickly build, debug, and deploy intelligent agents without coding. It features a rich plugin marketplace, knowledge base management, workflow orchestration, and long-term memory capabilities. Bots can be published across multiple platforms (e.g., Feishu, WeChat, Web). Ideal for customer service bots, content generation assistants, educational tutoring, and office automation, significantly lowering the barrier to AI application development.

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The AI ​​industry is undergoing a seismic shift as Anthropic’s post-investment valuation climbs to $965 billion, surpassing OpenAI for the first time. Its Claude Opus 4.8 model has reached the pinnacle of reasoning capabilities, while Claude Code captures over half the code-focused AI market with $6.3 billion in annual revenue; this analysis delves into the company's three core strengths: capital, technology, and commercialization.

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The "Vibe Coding" wave is here: ordinary people can now independently create websites and utility software using AI—simply by describing their requirements in natural language—without needing to master any actual code. This article explains the underlying principles, available tools, and real-world implementation examples.

Multi-agent task allocation and scheduling capabilities

Clawdtributor is a built-in multi-agent scheduling core component of OpenClaw. It automatically breaks down complex tasks and creates batches of sub-agents for parallel execution. Supporting various load-balancing strategies and consolidating the verification of all sub-task results, it significantly boosts processing efficiency in scenarios such as bulk research, code auditing, and distributed data collection.

Skills in Drafting and Reviewing Technical and Governance Documentation

"Technical Documentation" is a skill dedicated to creating and reviewing high-quality technical documentation and agent instruction files—ranging from contributor governance documents (e.g., AGENTS.md, CONTRIBUTING.md) to product documentation (e.g., docs/, README, framework source files). Applicable to both "brownfield" scenarios (existing products or codebases) and "evergreen" contexts (ensuring long-term accuracy and reusability), this skill employs systematic inventory checks, multi-language scope analysis, sub-agent orchestration, and proactive issue scanning to ensure documentation remains clear, actionable, and maintainable for both humans and agents.

OpenClaw Secret Scanning Maintainer

OpenClaw Secret Scanning Maintainer is an AI assistant skill designed for the OpenClaw project, aimed at automatically detecting, scanning, and maintaining sensitive information (such as keys, tokens, passwords) in code. Based on scripts and configurations in the GitHub repository, it helps developers prevent sensitive data leaks and ensure code security. This skill is suitable for CI/CD environments, can be integrated into development workflows, and provides real-time scanning and alerting to enhance project security.

Heap Leaks Detection Skill

Heap Leaks Detection Skill is a professional tool provided by the OpenClaw platform, designed to automatically detect and diagnose heap memory leaks in applications. It analyzes memory allocation and deallocation patterns to identify unreleased memory blocks, helping developers quickly locate memory leak sources and optimize program performance. Suitable for C/C++, Rust and other languages requiring manual memory management, as well as large long-running server applications. Key features include: automatic heap memory operation scanning, leak report generation, custom detection rules, and CI/CD pipeline integration. Use cases include code review, performance tuning, and stability testing.

Automated Code Review

"Autonomous Code Review" is a core AI code review agent capability built into OpenClaw, specifically designed to automate Git PR/MR code review workflows.

Laravel Security Skill

This is an Agent security skill designed specifically for the Laravel framework, aimed at helping developers identify, prevent, and fix common security vulnerabilities. The skill covers core security areas such as SQL injection, XSS attacks, CSRF protection, authentication authorization, encryption and decryption, and provides automated security scanning, code auditing, and best practice recommendations. It is suitable for development, testing, and production environments of Laravel projects, significantly enhancing application security and reliability.

Perl Security Skill

The Perl Security Skill is a specialized skill within the ECC (Agent Harness Performance Optimization System), focusing on secure development and vulnerability protection for the Perl programming language. It provides core features such as Perl code security best practices, common vulnerability detection and remediation, input validation, output encoding, SQL injection protection, and XSS protection. Suitable for developers writing secure Perl scripts, security auditors, and teams looking to enhance the security of their Perl applications. By integrating this skill, you can automatically detect security risks in Perl code and receive remediation suggestions, ensuring the security of Perl applications in production environments.

HIPAA Compliance Skill

The HIPAA Compliance Skill is part of the ECC (Agent Harness Performance Optimization System), specifically designed to help AI agents and development tools meet the requirements of the Health Insurance Portability and Accountability Act (HIPAA). This skill provides guidelines, policies, and best practices for securely handling Protected Health Information (PHI), ensuring that AI applications developed in environments like Claude Code, Codex, Opencode, and Cursor comply with healthcare data privacy and security standards. Ideal for AI projects handling medical data, health tech applications, and healthcare IT systems.

OpenClaw Test Performance Diagnostics

OpenClaw Test Performance is a specialized benchmarking, diagnostic, and optimization tool for OpenClaw test suites and plugin-suite runtimes. It helps developers quickly identify runtime hotspots, analyze CPU and RSS memory usage, detect heap growth trends, and uncover slow coverage paths. With one-click import into the Manus environment, developers can seamlessly integrate it into existing workflows for automated performance evaluation and tuning. This skill supports detailed metric collection, visual report generation, and intelligent optimization recommendations, making it ideal for continuous integration, performance regression testing, and code quality assurance scenarios.

Techniques for batch-fixing high-certainty bugs within a limited scope

The "OpenClaw Small Bugfix Sweep" is a specialized workflow designed to batch-process issues and pull requests (PRs) in the OpenClaw repository by addressing minor, high-certainty bugs. Through in-depth code review, it targets only those bugs with clear root causes, unambiguous ownership, and minimal patch requirements. Upon fixing a bug, the system generates a "dirty diff" summary for manual review by Peter (the core maintainer); issues are submitted and closed only after his approval. Crucially, this process never involves pushing code, creating PRs, posting comments, closing issues, or applying tags during the review phase—all such actions are deferred until Peter grants explicit approval.

Maintainer Skills for Automated Review and Merging

OpenClaw PR Maintainer is a GitHub workflow automation tool designed for OpenClaw project maintainers to systematically review, triage, merge, and close issues and pull requests. It assists maintainers in efficiently managing external contributions while ensuring codebase quality and decision-making consistency through intelligent retrieval (prioritizing local archives), contributor identity analysis, deep code review (requiring an understanding of the full runtime context), and evidence-based merging criteria (mandating reproducible bug fixes).

Source-Audit-Driven Document Refactoring Skills

OpenClaw Refactor Docs is a skill designed for the source-audit-driven refactoring of existing OpenClaw documentation pages. Building upon the `openclaw-docs` skill—which handles style, page types, examples, and validation—it introduces a refactoring workflow that mandates the preservation and verification of all behavioral facts during rewriting, restructuring, splitting, or streamlining; this ensures that accurate descriptions of system behavior are not lost in the process. It requires source-based verification (against source code, tests, or schemas) for all behavior-sensitive information—such as configuration fields, commands, default values, and permission rules—rather than relying on inferences based on names or intent.

Skills for Mass-Producing Mergeable Bug-Fix PRs

OpenClaw Landable Bug Sweep is an automated, batch-oriented bug-fixing workflow designed for maintainers to generate high-quality, merge-ready (landable) bug-fix PRs from lists of issues or PRs. It employs strict candidate criteria—limiting scope to under 500 lines of code (LOC) and prohibiting new dependencies, configuration changes, or modifications to plugin SDK boundaries—alongside a systematic remediation loop and automated reviews ($autoreview). This process ensures that every generated PR is rebased onto the latest `main` branch, passes local tests and automated reviews, is successfully pushed, and clears GitHub CI checks. The workflow focuses exclusively on producing merge-ready PRs rather than generating analysis notes.

Skills in systematic debugging and problem localization

OpenClaw Debugging is a skill for systematically troubleshooting behavioral discrepancies in OpenClaw. When OpenClaw exhibits inconsistent performance across local testing, live models, different providers, code-mode, Tool Search, Crabbox, or CI environments, this skill enables you to pinpoint issues by selecting the appropriate logs, probing methods, and verification paths, rather than relying on blind guesswork.

Security Review Skill

The Security Review skill is a core module within the ECC (Agent Harness Performance Optimization System), specifically designed for comprehensive security reviews of code, configurations, and system architectures. It automatically identifies potential security vulnerabilities, misconfigurations, and non-compliant coding practices, helping developers detect and fix security issues early in the development cycle. This skill supports multiple programming languages and frameworks, providing detailed review reports and remediation suggestions. It is suitable for CI/CD pipeline integration, code review processes, and daily development security checks. By automating security reviews, teams can significantly reduce security risks and improve software quality and compliance.

Security Bounty Hunter Skill

The Security Bounty Hunter skill is a professional module within the ECC (Agent Capability Optimization System), specifically designed for cybersecurity researchers and bug bounty hunters. This skill integrates vulnerability scanning, penetration testing assistance, security report generation, and more, supporting operation in mainstream AI coding environments such as Claude Code, Codex, Opencode, and Cursor. With this skill, users can efficiently discover security vulnerabilities in web applications, APIs, smart contracts, and other targets, and generate vulnerability reports that meet industry standards. The skill includes pre-configured detection scripts, reference documents, and intelligent agents to help users quickly get started with security testing workflows. It is suitable for security audits, bug bounty programs, compliance checks, and other scenarios, making it a powerful assistant for cybersecurity professionals.