AgentSea vs RedVeil
Side-by-side comparison to help you choose the right product.

AgentSea
Okara.ai enables private, multi-model AI conversations with full context.
Last updated: March 1, 2026
RedVeil
RedVeil delivers AI-driven penetration testing to reveal vulnerabilities quickly and affordably, ensuring robust.
Last updated: February 26, 2026
Visual Comparison
AgentSea

RedVeil

Feature Comparison
AgentSea
Private & Secure Chat Interface
AgentSea is fundamentally designed as a private chat environment, ensuring that all user conversations and interactions with AI models are kept confidential. This foundational feature addresses a core concern for many users by providing a secure space where sensitive queries, proprietary business information, or personal research can be discussed without the data being used for model training or exposed to third parties. It establishes a trusted foundation for all other interactions on the platform.
Unified Access to Multiple AI Models
The platform provides a single point of access to a broad spectrum of AI intelligence. Users are not limited to one model; they can seamlessly engage with various standard, cutting-edge, and open-source AI models. This eliminates the need to switch between different websites, applications, or API keys, creating a streamlined and efficient hub for comparing outputs, testing different model strengths, and finding the perfect AI for any specific task or question.
Persistent Conversation Context
A standout technical feature is the platform's ability to retain the full context of a conversation even when switching between different AI models or agents. This means the history and nuances of the discussion are preserved, allowing for a coherent and integrated dialogue. This continuity is crucial for complex, multi-step projects where building upon previous answers is necessary, preventing the frustrating loss of thread that typically occurs when jumping between separate AI tools.
Extensive Library of AI Agents & Tools
Beyond raw chat models, AgentSea offers access to a curated library of hundreds of specialized AI agents and pre-built tools. These agents are designed to perform specific functions, such as coding assistance, content creation, data analysis, or research summarization. This feature transforms the platform from a simple chat interface into a powerful productivity suite, enabling users to accomplish specialized tasks without needing deep technical expertise in prompt engineering or tool integration.
RedVeil
Speed & Cost Efficiency
RedVeil drastically reduces the time and financial resources required for penetration testing. Traditional tests can take weeks and cost tens of thousands of dollars, while RedVeil can complete a thorough assessment in just hours at a fraction of that cost. This efficiency allows teams to maintain a continuous security posture.
AI-Driven Insights
The platform utilizes advanced AI technology to identify real, exploitable risks within systems. RedVeil not only discovers vulnerabilities but also provides detailed context, evidence, reproduction steps, and remediation guidance, empowering teams to understand and address issues effectively.
One-Click Retesting
After implementing fixes, users can easily conduct retests with RedVeil's One-Click Retesting feature. This functionality allows teams to verify that vulnerabilities have been effectively remediated at their own pace, facilitating a more agile approach to security management.
Compliance-Ready Reporting
RedVeil generates professional, audit-ready reports with just a single click. These reports are tailored for various compliance standards, including SOC 2, ISO 27001, and PCI-DSS, making it simple for organizations to demonstrate their security efforts to stakeholders and auditors.
Use Cases
AgentSea
Comparative AI Research and Analysis
Researchers and developers can use AgentSea to systematically test and compare the outputs, reasoning capabilities, and biases of different AI models using the same prompt and conversation history. This side-by-side analysis, maintained within a single private workspace, is invaluable for academic study, model evaluation, and determining the most suitable AI for a particular type of problem or creative task.
Secure Business Intelligence and Strategy
Professionals in fields like market research, strategy, and product development can leverage the platform to confidentially analyze business challenges, brainstorm product names, draft sensitive communications, or simulate customer service scenarios. The private environment ensures competitive information and internal strategies remain secure while benefiting from diverse AI perspectives.
Cohesive Creative and Writing Projects
Writers, marketers, and content creators can manage entire projects within one continuous chat. They might start by brainstorming ideas with one model, switch to another for drafting long-form content, and then use a specialized editing agent for refinement—all without losing the original creative brief or narrative thread. This maintains a unified vision and style throughout the creative process.
Learning and Personal Skill Development
Students and lifelong learners can engage with AI in a structured, exploratory manner. They can ask a model to explain a complex concept, then immediately ask a different, more technical model for deeper details or examples, building knowledge incrementally. The persistent context allows for follow-up questions that reference earlier explanations, creating a personalized and adaptive learning tutorial.
RedVeil
Continuous Integration/Continuous Deployment (CI/CD)
In environments where code is deployed multiple times a day, RedVeil enables teams to run penetration tests continuously. This ensures that new vulnerabilities introduced by updates are quickly identified and addressed, maintaining the integrity of the software.
Rapid Incident Response
When security incidents occur, RedVeil allows teams to quickly assess their systems for vulnerabilities. By spinning up a penetration test in minutes, organizations can respond to incidents with confidence and clarity, ensuring that they understand the risks involved.
Compliance Assurance
Organizations seeking to meet compliance requirements can leverage RedVeil to conduct regular penetration tests. The automated and efficient nature of the tool ensures that compliance checks are up-to-date, helping organizations maintain their certifications without the burdens of traditional testing.
Security Training and Awareness
RedVeil can be used as a training tool for security teams. By simulating real-world attack scenarios, teams can learn to identify and remediate vulnerabilities more effectively, fostering a culture of security awareness throughout the organization.
Overview
About AgentSea
AgentSea, now operating under the name Okara.ai, is a private chat platform designed to provide a secure and efficient gateway to the world of artificial intelligence. At its core, the platform is a unified interface that allows users to interact with a diverse range of AI models and tools. This includes both widely-used standard models and innovative open-source alternatives, all accessible from a single, private conversation window. The platform is built for individuals who prioritize data privacy and a seamless workflow, whether they are professionals conducting research, developers building applications, or enthusiasts exploring AI capabilities. Its primary value proposition lies in simplifying access to complex AI technologies while rigorously protecting user conversations. By offering a controlled, private environment where context is preserved across different AI interactions, AgentSea (Okara.ai) removes technical barriers and allows users to focus on leveraging AI for productivity, creativity, and problem-solving without compromising on security or continuity.
About RedVeil
RedVeil is an innovative AI-powered penetration testing tool designed to meet the demands of modern engineering teams. Traditional penetration testing methods often require weeks of waiting and significant financial investment, leading to a "point-in-time" snapshot of system vulnerabilities that quickly becomes outdated. RedVeil revolutionizes this process by allowing users to initiate a full, autonomous penetration test within minutes. It combines the reasoning capabilities of human hackers with the rapid execution of advanced software, delivering actionable insights and audit-ready reports in just a few hours. RedVeil is ideal for organizations that deploy code frequently and need ongoing security assessments, enabling them to identify and remediate vulnerabilities promptly. With RedVeil, security becomes an integrated part of the development workflow, ensuring that teams can maintain robust security standards without hindering their speed of innovation.
Frequently Asked Questions
AgentSea FAQ
What is the relationship between AgentSea and Okara.ai?
AgentSea has been rebranded and is now officially known as Okara.ai. The platform, its features, and its services remain the same; only the name has changed. Users visiting the old AgentSea domain will be redirected to the new Okara.ai website. This change represents an evolution in branding while maintaining the core product mission.
How does the platform ensure my conversations are private?
AgentSea (Okara.ai) is designed as a private chat interface, which means it operates on the principle that your conversation data is not used to train or improve the underlying AI models you are interacting with. The platform provides a secure layer between you and the models, aiming to keep your queries and the generated responses confidential within your session, unlike some public chatbots that may use data for training.
What does "retaining context" mean when switching models?
This feature means that the full history of your chat—including all your previous questions and the AI's answers—is carried over when you decide to switch from one AI model or agent to another within the same chat window. You do not have to start a new conversation or re-explain the background, allowing for a fluid and uninterrupted workflow as you utilize different AI strengths.
What can I do with the credits in the subscription plan?
The subscription provides you with a monthly allotment of credits (e.g., 500 credits for $15). These credits are consumed as you use the platform's AI models and agents. Different models or complex queries may cost varying amounts of credits. This system allows for predictable, flat-rate monthly access to a wide array of AI tools instead of managing multiple separate subscriptions or pay-per-use API fees.
RedVeil FAQ
Does RedVeil perform a real penetration test?
Yes, RedVeil conducts real penetration tests using advanced AI techniques to identify vulnerabilities. It simulates the actions of a human attacker to ensure comprehensive security assessments.
How many penetration tests can I do with my annual subscription?
The number of penetration tests you can perform varies by subscription plan. For example, the Perimeter plan offers a specified number of agent operations which dictates the extent of testing available.
Is there a chance that my web application or network could go down during the test?
RedVeil is designed to minimize risks associated with testing. However, as with any penetration testing, there is always a small chance that disruptions may occur. The platform focuses on identifying vulnerabilities without causing system downtime.
Can I use RedVeil's penetration test reports to meet the requirements of my compliance?
Absolutely, RedVeil generates audit-ready reports that are suitable for various compliance standards, making it an effective tool for organizations looking to meet regulatory requirements through documented security assessments.
Alternatives
AgentSea Alternatives
AgentSea, now known as Okara.ai, is a platform in the AI assistant category. It provides a private interface for conversations with various AI models, emphasizing context retention and security. Users often explore alternatives to find a solution that better aligns with their specific budget, desired feature set, or preferred platform ecosystem. When evaluating other options, it is wise to consider a few core principles. First, assess your primary need: is it robust privacy, access to specific AI models, or a particular pricing structure? Next, examine how each platform handles conversation history and context when switching between tools. Finally, consider the overall user experience and how well it integrates into your existing workflow. The goal is to find a tool that feels fundamental to your process. A good alternative should address your core requirements without unnecessary complexity, providing a straightforward and effective way to interact with artificial intelligence.
RedVeil Alternatives
RedVeil is a cutting-edge solution offering on-demand penetration testing powered by agentic AI. It falls within the category of AI Assistants, specifically designed to uncover vulnerabilities in software systems quickly and affordably. Users often seek alternatives to RedVeil due to various reasons, such as pricing concerns, specific feature requirements, or the need for compatibility with different platforms. When choosing an alternative, it's essential to consider factors like the speed of testing, the depth of vulnerability assessments, flexibility in scheduling, and the quality of the reports generated. A good alternative should provide an efficient, reliable service that aligns with modern software deployment practices.