Business Software for Python

The YAG Suite is a French-made innovative tool that takes SAST to the next level. YAGAAN is a combination of static analysis and machine-learning. It offers customers more than a sourcecode scanner. It also offers a smart suite to support application security audits and security and privacy through DevSecOps design processes. The YAG-Suite supports developers in understanding the vulnerability causes and consequences. It goes beyond traditional vulnerability detection. Its contextual remediation helps them to quickly fix the problem and improve their secure coding skills. YAG-Suite's unique 'code mining' allows for security investigations of unknown applications. It maps all relevant security mechanisms and provides querying capabilities to search out 0-days and other non-automatically detectable risks. PHP, Java and Python are currently supported. Next languages in roadmap are JS, C and C++.

Open Source Enterprise-Grade Managed Hosting amazee.io provides agile, high-performance hosting solutions specifically engineered for enterprise speed, security, and global scale. From sprawling multi-site Drupal architectures to isolated Laravel apps and bespoke technology stacks, our container-based platform offers the ultimate flexibility for any digital project. Our specialized systems engineers act as an extension of your team, providing 24/7/365 support for custom configurations and unique architectural needs. We prioritize the integrity of your data with a GDPR-compliant infrastructure that has successfully passed rigorous SOC 2 audits. By leveraging the latest cloud-native technologies, we deliver a seamless experience for developers and end-users alike. Our intelligent platform is built to absorb sudden traffic surges and automatically provision server resources the moment they are required. Furthermore, you can accelerate your workflow by generating byte-for-byte clones of your environment for rapid testing and Git-based pull requests. Your Partner in Managed Open Source Excellence.

DecisionRules is a type of rules engine solution designed to help businesses automate complex decision-making processes in real time. This innovative platform empowers organizations to streamline operations, enhance efficiency, and make data-driven decisions swiftly and effectively. By leveraging advanced algorithms and customizable rules, DecisionRules enables users to optimize various business functions, from customer targeting to pricing strategies. The target audience for DecisionRules includes businesses of all sizes across various industries that seek to improve their operational efficiency and decision-making capabilities. This solution is particularly beneficial for organizations dealing with large volumes of data and requiring rapid responses to market changes. Use cases for DecisionRules range from identifying ideal customer segments for specific products to dynamically adjusting pricing strategies based on real-time market conditions, ensuring that businesses remain competitive and responsive. Key features of DecisionRules include its ability to process an impressive 100,000 decisions per minute, which allows businesses to scale operations without compromising on speed or accuracy. The platform offers seamless integration with existing systems, enabling users to implement it without significant disruptions to their current workflows. This ease of integration is crucial for organizations looking to adopt advanced decision-making tools without extensive training or resource allocation.

Mailtrap is an email API and SMTP service provider built for developer and product teams. It is designed to send transactional and bulk emails with a strong focus on high deliverability rates and reliable performance. Quick integration is enabled through official SDKs for major programming languages, ready-to-use code snippets, and extensive resources, including broad documentation, blog guides, and video tutorials. The platform is backed by 24/7 support from a team of engineers and deliverability experts. Mailtrap’s robust infrastructure is built to handle high-volume sending, allowing businesses to scale confidently. High inboxing rates are ensured with features like dedicated IPs, auto warm-up, separate sending streams, and multi-tenant accounts.

LoginID's SKDs and APIs allow sites and apps to easily integrate our FIDO/FIDO2-certified multi-factor authentication solution. By leveraging the native biometrics on the end user's device, our platform creates a private/public key pair that enables strong customer authentication. The end user does not need to install any additional apps and the private key never leaves the secure area of their device. LoginID's transaction confirmation service is perfect for online merchants because it prompts a biometric action for each transaction which is then cryptographically signed. We are in alignment with PSD2, GDPR, CCPA, and HIPAA standards. LoginID has SDKs for iOS, Android, React-Native, Web, Python, Java, and Node as well as a WordPress Plugin.

Modern software development must be as fast as the business. The modern AppSec toolbox lacks integration, which creates complexity that slows down software development life cycles. Contrast reduces the complexity that hinders today's development teams. Legacy AppSec uses a single-size-fits all approach to vulnerability detection and remediation that is inefficient, costly, and expensive. Contrast automatically applies the most efficient analysis and remediation technique, greatly improving efficiency and effectiveness. Separate AppSec tools can create silos that hinder the collection of actionable intelligence across an application attack surface. Contrast provides centralized observability, which is crucial for managing risks and capitalizing upon operational efficiencies. This is both for security and development teams. Contrast Scan is a pipeline native product that delivers the speed, accuracy and integration required for modern software development.

Validate modifications across numerous supported resource types in all leading cloud service providers. Conduct scans of cloud resources during the build phase to identify misconfigured settings using a straightforward Python policy-as-code framework. Examine the connections between cloud resources through Checkov’s graph-oriented YAML policies. Run, test, and adjust runner parameters within the context of a specific repository's CI/CD processes and version control systems. Customize Checkov to create your own unique policies, providers, and suppression terms. Avoid the deployment of misconfigurations by integrating this process into the current workflows of developers. Facilitate automated annotations on pull or merge requests in your repositories, eliminating the need to establish a CI pipeline or perform routine checks. The Bridgecrew platform will automatically review new pull requests and provide comments highlighting any policy violations it uncovers, ensuring continuous compliance and security improvements in your cloud infrastructure. This proactive approach helps maintain best practices and enhances the overall security posture of your cloud environment.

You can develop on your laptop, then scale the same Python code elastically across hundreds or GPUs on any cloud. Ray converts existing Python concepts into the distributed setting, so any serial application can be easily parallelized with little code changes. With a strong ecosystem distributed libraries, scale compute-heavy machine learning workloads such as model serving, deep learning, and hyperparameter tuning. Scale existing workloads (e.g. Pytorch on Ray is easy to scale by using integrations. Ray Tune and Ray Serve native Ray libraries make it easier to scale the most complex machine learning workloads like hyperparameter tuning, deep learning models training, reinforcement learning, and training deep learning models. In just 10 lines of code, you can get started with distributed hyperparameter tune. Creating distributed apps is hard. Ray is an expert in distributed execution.

​SOOS is the easy-to-setup software supply chain security solution. Maintain your SBOM and manage SBOMs from your vendors. Continuously monitor, find, and fix vulnerabilities and license issues. With the fastest time to implementation in the industry, you can empower your entire team with SCA and DAST–no scan limits.​

Flawnter automates static application security testing to detect hidden security bugs and quality issues at the source. Flawnter is a great alternative to manual code review. It can speed up the process and find bugs you may not have noticed. You can either create your own extensions for Flawnter or use existing ones. Extensions allow you to test more bugs and expand your testing coverage. Extensions are easy and allow you to access Flawnter functionality. Flawnter has a simple and flexible pricing structure that makes it affordable for all sizes of organizations to improve their application code security. Other options are also available.

Codeaid is a Free Coding Testing Platform that helps companies and recruiters hire the best software developers. It tests them with everyday projects that demonstrate their real-world skills. With this platform, you can evaluate candidates by testing not only specific languages or frameworks but also coding fundamentals and application design concepts. Additionally, the duration of Codeaid’s tests is much longer than those currently on the market, allowing for more comprehensive skills testing than ever before. Benefits of Using Codeaid: - More comprehensive and on-the-job skills testing - Accurate prediction of real-life perform - Reduced involvement of technical staff in grading - Easier and quicker hiring processes - Zero cost

Nyckel makes it easy to auto-label images and text using AI. We say ‘easy’ because trying to do classification through complicated AI tools is hard. And confusing. Especially if you don't know machine learning. That’s why Nyckel built a platform that makes image and text classification easy. In just a few minutes, you can train an AI model to identify attributes of any image or text. Our goal is to help anyone spin up an image or text classification model in just minutes, regardless of technical knowledge.

Mage is a powerful tool designed to convert your data into actionable predictions effortlessly. You can construct, train, and launch predictive models in just a matter of minutes, without needing any prior AI expertise. Boost user engagement by effectively ranking content on your users' home feeds. Enhance conversion rates by displaying the most pertinent products tailored to individual users. Improve user retention by forecasting which users might discontinue using your application. Additionally, facilitate better conversions by effectively matching users within a marketplace. The foundation of successful AI lies in the quality of data, and Mage is equipped to assist you throughout this journey, providing valuable suggestions to refine your data and elevate your expertise in AI. Understanding AI and its predictions can often be a complex task, but Mage demystifies the process, offering detailed explanations of each metric to help you grasp how your AI model operates. With just a few lines of code, you can receive real-time predictions and seamlessly integrate your AI model into any application, making the entire process not only efficient but also accessible for everyone. This comprehensive approach ensures that you are not only utilizing AI effectively but also gaining insights that can drive your business forward.

User auth for web and mobile apps with industry-leading security and passwordless login convenience for end users. Vault Vision's low-code user authentication platform allows applications to securely manage user auth and login management. Our platform helps application owners increase user login engagement with passwordless application logins powered by mobile passkeys, two factor auth (2FA), multi-factor auth (MFA), face id auth, fingerprint auth, USB key auth, pin based auth, SSO with email, OIDC logins for Apple, Google and Microsoft, and more.

Tggl was designed for teams that need to move quickly. The intuitive interface allows your entire team to modify the features of your app at any time. There are no longer lengthy deployment cycles for small changes. Tggl doesn't require technical knowledge so your product team can make decisions right away without developers. Tggl makes it easy for flags to be managed across mobile, web, or backend applications. You can organize your flags into projects or development environments. Tggl allows you to manage release dates, allow features for a select few users, for certain countries, and any custom business logic. You can randomly show different versions of a feature, and you will see which one performs best. Tggl ensures that every user has the same version of a feature, which makes your app more intuitive.

Descope is a CIAM platform meant for developers and IT teams. Customers can easily create frictionless and secure user journey flows for each user interaction using our no-code workflow builder and SDKs. Descope allows developers to spend more time working on core app projects by abstracting the details of authentication methods, session management, and risk management. Our platform makes it easy to manage users, tenants, RBAC, SCIM provisioning, and identity federation without any hassle. Customers use Descope to enhance user experience with passwordless authentication, improve security with risk-based MFA, and centralize user identities across all business-facing apps.

SuperAGI SuperCoder is an innovative open-source autonomous platform that merges an AI-driven development environment with AI agents, facilitating fully autonomous software creation, beginning with the Python language and its frameworks. The latest iteration, SuperCoder 2.0, utilizes large language models and a Large Action Model (LAM) that has been specially fine-tuned for Python code generation, achieving remarkable accuracy in one-shot or few-shot coding scenarios, surpassing benchmarks like SWE-bench and Codebench. As a self-sufficient system, SuperCoder 2.0 incorporates tailored software guardrails specific to development frameworks, initially focusing on Flask and Django, while also utilizing SuperAGI’s Generally Intelligent Developer Agents to construct intricate real-world software solutions. Moreover, SuperCoder 2.0 offers deep integration with popular tools in the developer ecosystem, including Jira, GitHub or GitLab, Jenkins, and cloud-based QA solutions like BrowserStack and Selenium, ensuring a streamlined and efficient software development process. By combining cutting-edge technology with practical software engineering needs, SuperCoder 2.0 aims to redefine the landscape of automated software development.

Qwen-7B is the 7-billion parameter iteration of Alibaba Cloud's Qwen language model series, also known as Tongyi Qianwen. This large language model utilizes a Transformer architecture and has been pretrained on an extensive dataset comprising web texts, books, code, and more. Furthermore, we introduced Qwen-7B-Chat, an AI assistant that builds upon the pretrained Qwen-7B model and incorporates advanced alignment techniques. The Qwen-7B series boasts several notable features: It has been trained on a premium dataset, with over 2.2 trillion tokens sourced from a self-assembled collection of high-quality texts and codes across various domains, encompassing both general and specialized knowledge. Additionally, our model demonstrates exceptional performance, surpassing competitors of similar size on numerous benchmark datasets that assess capabilities in natural language understanding, mathematics, and coding tasks. This positions Qwen-7B as a leading choice in the realm of AI language models. Overall, its sophisticated training and robust design contribute to its impressive versatility and effectiveness.

Peliqan.io provides a data platform that is all-in-one for business teams, IT service providers, startups and scale-ups. No data engineer required. Connect to databases, data warehouses, and SaaS applications. In a spreadsheet interface, you can explore and combine data. Business users can combine multiple data sources, clean data, edit personal copies, and apply transformations. Power users can use SQL on anything, and developers can use Low-code to create interactive data apps, implement writing backs and apply machine intelligence.

Zerve is the agentic data workspace designed for anyone who works with data, from solo analysts, data scientists and business users alike. Zerve brings together exploration, advanced analysis, collaboration, and production deployment into a single AI-native environment, so that important data work doesn’t stall, break, or disappear. Zerve is used by data professionals in companies such as BBC, QVC, Dun & Bradstreet, Airbus, and many others. Zerve makes advanced data work accessible, durable, and deployable from day one, starting with the messy, real-world data most projects begin with. At the heart of Zerve is a new way for humans and AI agents to work together. Zerve’s AI agents understand the full context of a project and actively help plan, build, debug, and iterate across multi-step analyses. Agents can assist with tasks like cleaning and transforming data, identifying issues, and testing approaches, reducing the manual effort that slows teams down. This means working at a higher level of abstraction without being slowed by setup or syntax. With Zerve, you always have an expert data scientist at your side, guiding decisions, suggesting next steps, and taking action. Unlike traditional data notebooks, workflows in Zerve are reproducible and stable. Users can work across Python, SQL, and R in a single workspace, connect directly to databases, data lakes, and warehouses, and integrate with Git for version control. The built-in distributed computing engine powers massively parallel execution for large-scale analysis, simulations, and AI workloads, with multi-agent orchestration coordinating complex pipelines behind the scenes. Zerve can be used as SaaS, self-hosted, or even on-premise for regulated environments.

WhoisFreaks provides enterprise-grade domain and IP intelligence for security teams, researchers, and developers who need actionable threat intelligence. Data Coverage: - 1529+ TLDs - Hundreds of millions of domains - Real-time WHOIS lookups with 40-year historical depth - 6.5 billion hostnames - 18.2 billion DNS records Platform Architecture: - API-first design - REST endpoints for real-time queries - Bulk operations for large-scale processing - Downloadable datasets - Daily updates with deduplicated records Ideal For: - Vulnerability research - Infrastructure monitoring and drift detection - Brand protection initiatives - Phishing investigations - Large-scale domain analytics

Postcoder is a global address verification and customer data validation API used by over 10,000 organisations worldwide. Built by Allies Computing, Postcoder helps businesses capture clean, accurate customer data at the point of entry, reducing errors, cutting failed deliveries, and speeding up checkout and onboarding flows. Postcoder's address lookup API lets users find verified addresses instantly using postcode lookup or address autocomplete. Look up addresses based on a postcode, part of an address or a coordinate position. Postcoder provides access to Royal Mail PAF and Multiple Residence addresses, Ordnance Survey AddressBase property records and international addresses in 249 countries. Beyond address verification, Postcoder offers a full suite of contact data validation tools in a single API integration. Bank account validation checks sort codes and account numbers in real time, confirming validity, returning branch details, and verifying direct debit eligibility - useful for subscription businesses, lenders, and anyone collecting payment mandates. Email validation checks formatting, domain validity, and flags disposable or high-risk addresses to keep CRM data clean and improve deliverability. Mobile number validation checks whether a number is active and connected across 200+ countries, helping reduce wasted SMS spend and improve contact rates. For added security, Postcoder also offers OTP verification, delivering one-time passwords via SMS to protect customer accounts at sign-up, login, or checkout. Developers appreciate the comprehensive documentation and sample code, and a 30-day free trial means teams can get up and running in minutes without a credit card.

Our Service Objects Email Validation integrates seamlessly with web forms and applications. It performs over 50 integrity checks, filters and provides deeper insights into deliverability and risk than any other provider. Our email validation service performs more than 50 checks and verifies the content of emails. It then returns a simple pass/fail result that allows you to send emails confidently, increasing deliverability and reducing bounce rates by up to 90 percent. You can identify and remove problematic emails by using warning flags such as bogus, vulgar and disposable, role, misspelling and screamer. We are the only email verification service that provides up-to-date reputation information for email service providers. This ensures the integrity of your email. Capture accurate, up-to-date emails on your web forms so that critical information and marketing messages reach your customers.

Our services provide comprehensive insight on customer phone data including line type, porting and the essential feature to identify connected or disconnected numbers for more than 600 million US and Canadian landline, mobile and VOIP numbers. Our database contains more than 382 millions residential and 210,000,000 business listings. This ensures the most accurate data. Validate and format US & Canadian phone numbers while determining connected/disconnected status to help identify fraudulent contacts and increase contact rates. We provide detailed caller data based on a phone number. This includes name, mailing address and geo-coordinates of the address, phone type, line types, date ported as well as connected or disconnected status. Our software offers the most comprehensive reverse number lookup available, with an additional 244 millions wireless phone numbers.

Validate international formats and phone numbers, eliminate fraudulent contacts and increase contact rates. Remove non-reachable numbers from your contact records. Phone Validation by Service Objects offers unmatched accuracy and coverage to quickly determine global phone numbers. Our software covers 8.6 billion phone numbers worldwide, including 7.3 million mobile numbers, and more than 250 countries and regions. Phone numbers are standardised according to country-specific formats, and receive a score that indicates if they are valid. This helps improve contact rates and supports compliance efforts. Service Objects Phone Validation relies on multiple authoritative data sources to quickly determine the validity of a number. You can be sure that you are only contacting legitimate phone numbers. This will help you increase your customer contact rates.