Sentry Integrations

Shtab is a collaborative tool aimed at task and project management, featuring elements like company goals, a knowledge base, and time tracking functionalities. The platform allows teams to organize their workflow effectively through various visual aids such as Kanban boards, lists, calendars, and Gantt charts to monitor their progress. Task cards are equipped with features for subtasks, checklists, file uploads, and comments, fostering better communication and organization among team members. It is available as both a cloud-based service and an on-premises solution, with support for Russian and English interfaces. Users can begin with a free plan that includes some restrictions, while premium subscriptions and Shtab AI licenses offer different terms and privileges. Moreover, teams have access to shared workspaces, can personalize fields, establish deadlines, and automate tasks to improve their daily workflows. This adaptable tool is specifically designed for project managers and cross-functional teams working on both internal and client projects, providing consistent functionality across desktop and mobile platforms for uninterrupted access. In addition to boosting collaboration, Shtab plays a crucial role in enhancing overall productivity and aligning team efforts towards meeting strategic objectives effectively. By leveraging its diverse features, teams can navigate challenges more adeptly and achieve their goals with greater efficiency.

Bench47 equips teams and their AI-enhanced agents with a cohesive and intelligible memory alongside a diverse skill set. Important decisions, events, strategies, and discoveries are captured in a user-friendly Markdown format, facilitating easy review, modification, and export by team members. A range of MCP-compatible agents, such as Claude Code, Codex, and Cursor, can leverage the same knowledge repository and provide fresh perspectives. This platform allows teams to keep their skills current across multiple devices, link knowledge with code adjustments, and effortlessly transfer responsibilities between agents while maintaining context. Moreover, these agents can kickstart workflows for both development and production through notifications, webhooks, and pre-scheduled tasks. The adaptability of Bench47 permits it to function on selected machines, complying with access permissions defined by the team. It can also be deployed as a hosted solution, self-hosted on the client's own systems, or exclusively in the customer's cloud, thereby catering to a variety of organizational requirements. This robust flexibility positions Bench47 as an essential asset for boosting collaboration and productivity in AI-oriented initiatives, ultimately driving better outcomes in project execution.

Mel serves as a sophisticated terminal and developer platform aimed at the creation, testing, and maintenance of software applications. By allowing developers to express their tasks in natural language, Mel's agent is capable of reviewing project files, executing shell commands, modifying code, conducting tests, and analyzing results. Users have control over actions like file changes and command executions through adjustable approval settings that ensure security. The platform is compatible with a variety of models from different providers, offering the flexibility of using hosted credits or a user’s own provider key, while also managing multiple agents within a single project. Built-in connectors and Model Context Protocol (MCP) servers are included in the system, enabling interaction with a range of external tools and services. Furthermore, Mel features an API that empowers users to trigger agent actions directly from their scripts. It can be utilized as a desktop application on macOS, Windows, and Linux, in addition to being available as an extension for Visual Studio Code, which significantly enhances the adaptability of developer workflows. This integration not only streamlines the development process but also promotes effective collaboration among teams, making it an invaluable asset in the software development landscape. Ultimately, Mel represents a comprehensive solution that bridges the gap between natural language processing and programming efficiency.

OpenChamber is an open-source workspace specifically designed for software developers who employ OpenCode, an AI-powered coding assistant. Featuring an intuitive graphical interface, it enables users to organize coding sessions, monitor changes, manage Git branches and worktrees, and assign tasks to the agent across local projects. Developers can integrate multiple model providers, track agent performance, access terminals and project actions, schedule work, and link their sessions with GitHub issues, pull requests, or Linear issues. The application supports macOS, Windows, and Linux, while a command-line server provides a web-based interface; moreover, companion applications for iPhone and Android allow users to remotely oversee and control their sessions. OpenChamber also supports extensions and MCP servers tailored for agent tools, boasting a comprehensive integrations catalog that includes services like Figma and Sentry. To enable the agent engine, OpenCode must be installed, making it an essential part of the workflow. This product is aimed at individual developers as well as teams of engineers working on software projects, ensuring that both groups can benefit from its features. By optimizing various elements of coding and collaboration, OpenChamber not only boosts productivity but also promotes a more efficient approach to project management, ultimately leading to better software development outcomes.

Paradev is an all-encompassing desktop environment specifically designed for software developers utilizing AI coding agents. This platform empowers users to run multiple command-line agents concurrently, assigning each task its own Git worktree and distinct branch to maintain separate ongoing changes. The workspace integrates agent terminals, real-time status updates, code diffs, file editing, and workflows for reviewing and merging pull requests, all consolidated within a single user-friendly interface, while also providing connections to well-known external IDEs such as VS Code and Cursor. Developers have the option to launch agents manually or configure automated executions through scheduled tasks and integration with services like GitHub, Linear, Slack, and Sentry. To enhance scripting capabilities and facilitate agent management, Paradev features a command-line interface, a TypeScript SDK, and an MCP server. The macOS application allows for connections to remote hosts, and users can choose from various paid plans that offer cloud-hosted workspaces. Moreover, iPhone and iPad companion apps enable users to monitor their agents and examine changes while away from their main work setup. Designed to interact seamlessly with personal agent accounts and API keys, Paradev provides a custom experience that adjusts to individual development workflows, making it a valuable tool for enhancing productivity and streamlining processes. This adaptability ensures that developers can work efficiently, regardless of their location or the tools they prefer.

Jean is an open-source development platform that empowers developers to effectively oversee AI coding agents for both local and remote projects. This innovative solution brings together essential functionalities such as repositories, Git worktrees, agent sessions, terminals, and code review into a single desktop application, utilizing a web-based interface that can operate on either the user's device or a Linux server. Developers can create specialized worktrees for specific tasks and pull requests, run compatible agents simultaneously, examine diffs, and employ Git tools for code reviews and commit preparations. Furthermore, Jean integrates effortlessly with GitHub and Linear workflows and supports various integrations like Sentry and CodeRabbit. It is compatible with command-line tools for coding agents, including Claude Code, OpenAI Codex, OpenCode, Cursor Agent, and Kimi Code. Designed to serve both solo developers and collaborative software teams, Jean aims to optimize agent-assisted workflows on personal machines or servers. This versatile tool not only boosts productivity but also encourages effective collaboration among team members within a well-organized programming context, making it an essential resource for modern development practices. Ultimately, Jean represents a significant step forward in creating a more efficient and cooperative coding environment for all developers.

Elevate your approach to asset management by transforming complexity into actionable capability. Our cyber asset analysis platform equips security teams with comprehensive insight into their assets, contextual information, and the risks inherent to their attack surface. With JupiterOne, organizations can shift from the challenges of asset visibility to harnessing it as a powerful advantage. This transition not only enhances security posture but also fosters a proactive approach to managing vulnerabilities.

Split's Feature Data Platform™ empowers you to operate swiftly while maintaining stability. You can establish feature flags and deploy them securely into production environments. This allows you to manage visibility for various features based on user segments and timing. By linking each flag to contextual data, you can assess whether the features you deploy enhance user experience or lead to negative outcomes, enabling prompt decision-making. Additionally, you can conduct feature experiments, like A/B testing, without hindering your workflow. Split is committed to feature management, offering expert support, online courses for continuous learning, and fostering a developer-centric culture that prioritizes customer needs. By utilizing Split, you can enhance productivity, minimize mean time to recovery (MTTR), and energize your development team without causing burnout. Consider signing up for a free account, arranging a demonstration for deeper insights, or reaching out to us with any inquiries you may have. Your journey towards streamlined feature management can start today.

LogRocket integrates session replay and performance tracking alongside product analytics, enabling software development teams to craft an optimal product experience that meets user needs effectively. This holistic approach allows for a deeper understanding of user interactions and software performance.

Enhance the efficiency of coding and deployment directly from your repositories with our service, which offers a variety of features aimed at automating and simplifying the continuous deployment of your websites. DeployHQ expertly manages the intricate details of transferring files from your repositories to your servers without any hassle. This process is uncomplicated, utilizing a clear three-step methodology. Experience the advantage of deploying your site or application while ensuring there is no downtime. We guarantee that all changes are uploaded simultaneously, which lessens the chance of problems arising during the transfer. This technique, referred to as zero downtime deployments or atomic deployments, allows updates to be prepared on the server and activated all at once. In the past, updates were uploaded directly to a live directory, resulting in some files being altered before others, which often led to inconsistencies. Conversely, zero downtime deployments set up all updates in a staging directory, confirming that everything is ready before going live, thus significantly improving reliability and user experience. This contemporary deployment strategy not only minimizes the risk of errors but also provides a sense of security for both developers and users, fostering a more efficient workflow. By adopting this innovative method, businesses can focus more on development and less on deployment-related complications.

We make it easy to install applications, tags, and integrations on your website while providing a seamless way to monitor your analytics through a simple unified API. Adding or removing third-party integrations is effortless; you just need to update your stack without changing your code. Each day, we are proud to offer new integrations for you to explore. With Stackpile, tracking your customer event data and analytics is automatic, as all information is sent to your connected applications, tools, and integrations. Managing the constant updates of third-party applications can be labor-intensive, but Stackpile handles that for you. Our Unified Analytics API allows you to effortlessly keep track of custom events and user identities. In addition, Stackpile saves you both time and development costs by routing data to all your applications and integrations, which eliminates the necessity of implementing each API one by one. Normally, without Stackpile, you would need to insert a separate code snippet for every integration you want to install. However, once you have Stackpile in place, you can install any of our supported applications, tools, and integrations with just one click, resulting in an efficient and user-friendly experience. This streamlined method not only boosts productivity but also enables you to concentrate on other vital areas of your business. Ultimately, with Stackpile, you can optimize your workflow and enhance your operational efficiency.

Become proficient in software deployment and take your skills to the next level. While practical experience is crucial, many learners struggle with the financial implications of accessing industry-standard tools. To address this challenge, we introduced the GitHub Student Developer Pack, created in collaboration with various partners and supporters. This pack provides all the necessary tools for organizing a virtual event seamlessly. Concentrate on delivering an engaging experience, and we will take care of the tools required. Our virtual event kit is tailored to empower students by simplifying the organization of online events and enhancing accessibility. Additionally, it contains everything essential for your upcoming website project, allowing you to design and build your own site while learning the basics of web development. This introductory experience equips students with vital resources to start their journey, regardless of their existing skillset or technical background. With the resources provided, anyone can create stunning graphics and designs, thanks to a vast library of templates and an intuitive editing tool. Furthermore, you will uncover budget-friendly alternatives for registration, hosting, domain management, and various other services that will bolster your online presence. This all-encompassing strategy guarantees that every student can succeed in the ever-evolving digital landscape, paving the way for future achievements.

Our integration platform, which is tailored for a code-first approach, streamlines the challenges of working with numerous APIs. Fusebit offers an array of connectors for popular SaaS applications, and we are committed to enhancing our selection on a weekly basis. Furthermore, our open-source framework empowers users to modify existing Fusebit connectors and create personalized integrations for any desired platform. With Fusebit, you have unlimited possibilities for connecting different systems! This solution enables developers to quickly integrate functionalities into their applications using powerful API components. It simplifies the difficulties of managing various disparate APIs while maintaining the flexibility and user-friendliness associated with a code-first methodology. Just as Stripe revolutionizes payment processing, Fusebit serves as a vital resource for developers facing integration challenges. Additionally, you can rest easy knowing you have full control over your integration processes, ensuring they align perfectly with your specific requirements. This combination of features makes Fusebit an invaluable asset in today’s rapidly evolving tech landscape.

Cardina operates as an engaging customer interaction platform designed to elevate both support and sales exchanges by offering real-time visual assistance right on users' screens without requiring downloads or links for meetings. Utilizing its pioneering co-browsing technology, agents are able to observe, annotate, and in some cases, take control of customers' screens, resulting in faster problem-solving and improved customer satisfaction. The platform seamlessly integrates with existing tools and boasts features like session recording, enhanced security through data masking, and compatibility across multiple devices and web technologies. Endorsed by leading customer experience teams, it has demonstrated a remarkable ability to reduce handle times by up to 41% and boost first-contact resolutions by 47%. Moreover, Cardina offers a variety of flexible pricing structures to suit businesses ranging from startups to large corporations. In summary, Cardina is dedicated to revolutionizing customer interactions into smooth experiences that promote enduring relationships while continuously expanding its offerings to meet diverse customer needs.

configure8 serves as an internal developer portal designed to accelerate your developers' productivity and enhance software quality by providing seamless access to essential knowledge and functionalities. It revolves around a comprehensive catalog that systematically organizes all sociotechnical information pertaining to your team, applications, services, environments, and resources, allowing for a tailored data model that can integrate various tools while offering custom views and calculations. This platform is not only straightforward to set up and maintain but also delivers significant value to its users. Utilizing knowledge from the universal catalog, configure8 enhances development processes through Scorecards and Self-Serve Actions. The Scorecards feature boasts an extensive library of ready-made checks and the capability to score any custom data, alongside the creation of standard tripwires to maintain quality. Conversely, Self-Serve Actions employ dynamic forms that adapt to context, significantly reducing cognitive load for developers during day two operations, complemented by starter templates and customizable actions. You can choose to deploy configure8 on-premise or opt for our SaaS-hosted version, both of which come with dedicated support to ensure successful implementation and high adoption rates within your organization. Ultimately, configure8 aims to empower your development teams with the tools they need to thrive in an ever-evolving technological landscape.

An all-encompassing open-source session replay toolkit tailored for developers, this solution allows for self-hosting to ensure maximum control over data. It offers insights into every problem as though it were happening in your browser, giving you an in-depth look into user interactions. With this integrated platform, developers can efficiently resolve issues, replay sessions, monitor web app performance, and enhance customer support. You can witness your users' experiences in real-time, uncover their difficulties, pinpoint hidden issues, and craft exceptional user experiences. By opting for self-hosting, you keep your customer data secured within your own systems, thereby avoiding the necessity of sharing sensitive information with external entities. This setup grants you full command over the collected data and streamlines compliance and security requirements. Additionally, advanced privacy features are included to ensure user data is sanitized appropriately. Should self-hosting not align with your needs, our cloud option allows you to quickly access the service within mere minutes. This versatility guarantees that developers can select the deployment method that aligns best with their requirements while consistently prioritizing user privacy and safeguarding data integrity. Furthermore, the suite is continually updated to incorporate the latest enhancements and features, ensuring that developers always have access to cutting-edge tools.

The InsightFinder Unified Intelligence Engine (UIE) offers AI-driven solutions focused on human needs to uncover the underlying causes of incidents and mitigate their recurrence. Utilizing proprietary self-tuning and unsupervised machine learning, InsightFinder continuously analyzes logs, traces, and the workflows of DevOps Engineers and Site Reliability Engineers (SREs) to diagnose root issues and forecast potential future incidents. Organizations of various scales have embraced this platform, reporting that it enables them to anticipate incidents that could impact their business several hours in advance, along with a clear understanding of the root causes involved. Users can gain a comprehensive view of their IT operations landscape, revealing trends, patterns, and team performance. Additionally, the platform provides valuable metrics that highlight savings from reduced downtime, labor costs, and the number of incidents successfully resolved, thereby enhancing overall operational efficiency. This data-driven approach empowers companies to make informed decisions and prioritize their resources effectively.

Latitude is an end-to-end platform that simplifies prompt engineering, making it easier for product teams to build and deploy high-performing AI models. With features like prompt management, evaluation tools, and data creation capabilities, Latitude enables teams to refine their AI models by conducting real-time assessments using synthetic or real-world data. The platform’s unique ability to log requests and automatically improve prompts based on performance helps businesses accelerate the development and deployment of AI applications. Latitude is an essential solution for companies looking to leverage the full potential of AI with seamless integration, high-quality dataset creation, and streamlined evaluation processes.

At Pagerly, we understand that every organization has its own specific requirements. Our platform offers a comprehensive suite of customization options, enabling you to tailor the incident management workflow to suit your exact needs. There's no necessity for adding yet another tool to your technology stack, as Pagerly integrates effortlessly with your current systems. You can effectively handle all requests and incidents without the inconvenience of frequently toggling between different interfaces, while also taking advantage of the collaborative features provided by Slack. When there is a shift in the on-call schedule, updating the team's channel topic to reflect the current personnel is a simple task. Moreover, our system allows you to monitor and manage the status, progress, and resolution times of tickets with ease, ensuring that prompt actions are taken to prevent potential breaches and uphold operational effectiveness. By optimizing your incident management workflow, Pagerly equips your team to concentrate on what is truly important—providing outstanding service to your clients while maintaining high standards of operational excellence. This focus not only enhances team productivity but also fosters a culture of continuous improvement.

Streamlined, adaptable, and needing no continuous upkeep, it inherently includes security features, scorecards, and customization options. Roadie provides no-code management solutions tailored for Backstage. With a vibrant community of contributors, new Backstage plugins and features are constantly being developed. Roadie not only embraces these advancements but also effectively tackles challenges like GitHub rate limits. The platform enables easy integration of plugins and systems through a user-friendly interface, which also manages access and permissions. Furthermore, it includes advanced debugging tools designed to help tackle any unexpected issues that may occur. For your Developer Portal to succeed, it must be in sync with the workflows of your developers. Roadie allows you to integrate your own Backstage plugins effortlessly, facilitating the internal systems' integration into your Developer Portal. Additionally, Roadie provides the ability to personalize your API documentation renderer, ensuring that your documentation appears exactly as you want it to within Backstage, thus elevating the user experience. This adaptability ensures your platform is not only effective but also accessible and customized to meet specific requirements, ultimately fostering a more engaging and productive environment.

Collect real-time information from your database, third-party applications, and a variety of events. Establish an analytics database tailored for each workspace, complete with distinct tables for every data source. Harness the power of AI to generate intricate queries and save them as easily accessible API endpoints. Keep track of changes over time or directly implement queries within your application. Prioritize feature development over report generation. Utilize Velvet to optimize your product development workflow more effectively. Create AI-enhanced visualizations to track progress over time. Tailor features to specific user demographics or display data within your application interface. Ingest any data source and execute queries across tables in just milliseconds. Use Velvet as your daily assistant to uncover data insights, ensure alignment among internal stakeholders, and collaboratively build new features. This strategy not only boosts productivity but also cultivates a data-centric culture in your team, ultimately leading to better-informed decision-making. By integrating such advanced tools, your organization can stay ahead in a rapidly evolving landscape.

A community dedicated to open-source development is committed to improving Bitcoin's scalability, particularly in relation to its proof-of-work security, to meet global demands and adapt to new applications, while also honoring the core principles upon which Bitcoin was built. Over the past ten years since its mainnet debut, Syscoin has established itself as a frontrunner in providing a resilient network and protocol designed for projects aiming to leverage Bitcoin Layer 2 solutions. As a Bitcoin Layer 2 operating directly on the mainnet, Syscoin implements a data availability protocol that facilitates the deployment of EVM and AltVM rollups on the Bitcoin blockchain. By being merge-mined by a substantial portion of Bitcoin's hash rate, Syscoin effectively ties these rollups to the reliability of Bitcoin's proof-of-work system, allowing for a smooth integration with the existing sequencer frameworks of these rollups. Furthermore, Syscoin offers a scalable data availability layer crucial for rollups and other EVM or AltVM platforms, enabling them to connect to Bitcoin’s network in a secure and efficient manner. This pioneering strategy not only increases Bitcoin’s functionality but also solidifies its role in the rapidly changing world of cryptocurrencies, paving the way for future innovations and broader adoption. As such, Syscoin is not only a participant in the ecosystem but also an influential driver of Bitcoin's ongoing evolution.

Get customized AI-driven suggestions for your alerts that resonate with your selected persona. Parny AI presents three unique personas: DevOps engineer, senior developer, and database administrator, each crafted to provide the best possible alert recommendations. You can easily add your colleagues to the on-call schedule, ensuring prompt notifications for the right people. Share on-call responsibilities with your team through scheduled shifts and automated escalations to boost responsiveness. Our platform equips engineering teams to take a proactive approach, facilitating faster incident resolutions and a seamless operational flow. Furthermore, you can utilize personalized analytics designed specifically for your organization, teams, services, and users, keeping you updated on performance metrics and encouraging ongoing improvements in your organization's overall effectiveness. With these powerful tools, your team can collaborate efficiently while managing alerts and incidents, ultimately enhancing workflow and productivity. This collaborative environment fosters a culture of accountability and shared responsibility for incident management.

Glue is a powerful team collaboration solution designed to transform how organizations communicate and execute work. It replaces traditional chat systems with structured threads that keep discussions focused and aligned with specific goals. This thread-based system minimizes distractions, eliminates unnecessary backscrolling, and ensures conversations remain actionable. Glue incorporates a context-aware AI assistant that understands team interactions, documents, and workflows in real time. This AI partner can assist with tasks, answer questions, and automate processes directly within conversations. Teams can also interact with internal tools, fetch data, and manage workflows without switching platforms. The platform supports multiplayer collaboration, allowing multiple team members to contribute simultaneously in a seamless environment. Glue provides access to a range of AI models, enabling users to choose the best tools for their needs. It also offers customization features that let organizations define the AI’s tone, style, and behavior to match their brand or culture. Groups and threads help organize projects, teams, and ongoing discussions into clear, manageable structures. This organization improves visibility, accountability, and overall workflow efficiency. In essence, Glue brings together communication, AI, and task execution into a single, streamlined workspace that accelerates team productivity.

An all-encompassing platform crafted specifically for SaaS application and access management, catering to the needs of modern IT teams. This innovative solution streamlines various tasks such as app discovery, identity protection, user offboarding management, access reviews, and expense tracking. It continuously scans for vulnerabilities and connects effortlessly with more than 100 of your favorite tools. Additionally, it facilitates a meticulous assessment of identity access permissions, identifies OAuth vulnerabilities, and manages SSO logins. By uncovering risks such as shared accounts, weak passwords, excessive permissions, and files that have been shared externally, it empowers your team to effectively utilize essential SaaS tools for optimal job performance. Through the automation of security checks, IT and security teams are alleviated from unnecessary burdens, allowing them to focus on more strategic initiatives. The solution also guarantees that employee offboarding is executed securely, ensuring that no dormant accounts remain. We enable your team to take ownership of security measures without encountering obstacles, which helps maintain a fluid and secure workflow. Moreover, you will acquire detailed insights into the applications accessed by employees through their corporate accounts, promoting SaaS tool adoption while maintaining a firm grip on your SaaS security framework. Ultimately, this strategy not only boosts productivity but also strengthens your organization's overall security posture, fostering a culture of proactive security awareness among team members.

Enhance your product communication with Onset to keep users informed and engaged in a unified manner. Provide timely notifications that focus on what truly matters, ensuring users stay updated according to their preferences. By scheduling release notes for automatic publication on a future date, you can maintain seamless communication with your audience. Take advantage of tagging your releases using SemVer, CalVer, or any custom versioning system that fits your needs. Pay close attention to customer feedback regarding any modifications or updates made to your product. You can create content in Markdown or paste it directly, allowing for effortless conversion into rich text. Share your release updates externally through a secure private link, increasing visibility outside your organization. With an AI-powered writing assistant, the quality of your release notes can be significantly improved. Keep everyone in the loop regarding the features you are working on, their development status, and your plans for the future. Moreover, actively solicit customer feedback on your upcoming features to determine which ones resonate most with your audience. This comprehensive strategy not only keeps users engaged but also cultivates a collaborative atmosphere for ongoing product development while encouraging open communication about future enhancements. Ultimately, this approach fosters stronger relationships with your users, making them feel valued and heard.

Tembo is a comprehensive AI engineering assistant that automates a wide range of developer tasks, from error monitoring and ticket resolution to database tuning and codebase analysis. Acting as a tireless collaborator, Tembo watches your systems around the clock to detect and fix production issues by automatically generating pull requests, allowing engineers to focus on higher-value work. It dives deep into database performance, hunting down slow queries and missing indexes to transform sluggish databases into fast, optimized systems. Tembo integrates seamlessly with major development and monitoring tools to turn tickets and error reports directly into actionable code changes. Its code explorer feature uncovers hidden technical debt, security risks, and refactoring opportunities, helping maintain clean, secure, and efficient codebases. Soon, Tembo will also offer backlog prioritization and deliver solutions that feel custom-tailored to your team’s coding culture. Users credit Tembo with significantly boosting engineering velocity. The platform’s easy setup and robust integrations make it a practical choice for teams aiming to scale their development processes intelligently. Tembo learns from developer feedback, improving pull requests and adapting to team workflows over time. Overall, Tembo empowers engineering teams to automate tedious tasks, improve system reliability, and accelerate feature delivery.

Revolte is an AI-powered software engineering and software delivery platform that automates the complete software development lifecycle from product intent to production deployment and ongoing operations. The platform enables engineering teams to move beyond isolated AI coding assistants by executing planning, code generation, testing, validation, deployment, runtime monitoring, and operational workflows through coordinated AI agents. Engineers remain responsible for defining requirements, reviewing changes, approving releases, and governing outcomes while Revolte performs the repetitive execution work across development pipelines. The platform integrates with widely used engineering tools including Jira, Git, GitHub, GitLab, Figma, Kubernetes, Terraform, Slack, Grafana, Sentry, AWS, Google Cloud, and other DevOps technologies, allowing teams to enhance existing workflows without major infrastructure changes. Revolte supports organizations building new applications, migrating and modernizing legacy software, operating production environments, and continuously evolving existing applications with faster release cycles and greater consistency. Its Agent Harness converts platform definitions written in YAML into executable workflows that automatically provision infrastructure, services, environments, and deployment pipelines required throughout the software lifecycle. Delivery Intelligence provides visibility into engineering workflows, deployment performance, and operational health, while runtime observability helps teams monitor systems, investigate incidents, resolve production issues, and maintain application reliability. Developer-in-the-loop workflows ensure AI-generated code and infrastructure changes remain subject to human review before deployment, balancing automation with engineering oversight.

VoltAgent is a powerful open-source framework for TypeScript that enables developers to build, customize, and manage AI agents with unmatched precision, speed, and an outstanding developer experience. This framework provides a complete suite of tools aimed at creating enterprise-quality AI agents, which supports the development of production-ready solutions through seamless APIs, utilities, and memory functionalities. A standout feature is its tool calling capability, which empowers agents to perform functions, interact with diverse systems, and execute designated tasks. VoltAgent simplifies the transition between various AI service providers with a unified API that requires only minimal code adjustments. Additionally, it offers dynamic prompting, which promotes experimentation, fine-tuning, and the iterative development of AI prompts in a cohesive setting. Its persistent memory feature allows agents to store and access previous interactions, thus enhancing their intelligence and contextual awareness. Furthermore, VoltAgent facilitates collaborative work by implementing supervisor agent orchestration, enabling the formation of complex multi-agent systems directed by a central supervisor agent that oversees specialized agents. This orchestration not only increases efficiency but also supports the development of sophisticated workflows tailored to meet specific application requirements. Ultimately, VoltAgent stands out as an indispensable tool for developers seeking to harness the full potential of AI technology.

Action Agent is an autonomous AI solution equipped with advanced enterprise controls, enabling it to reason, execute code, and perform various tasks within your systems and data without requiring human input. This groundbreaking tool supports the development of customized agents that can share resources between IT and business teams, facilitating their deployment through a unified interface while also offering extensive monitoring and governance of their large-scale performance. By analyzing substantial data files, Action Agent can break down complex datasets to generate informative visuals, such as charts and graphs, alongside presentations; it also identifies key insights from market research and competition, producing outputs that comply with strategic directives. Consistently ranking at the top for GAIA Level 3 and Computer Use metrics, Action Agent demonstrates its proficiency across several domains, including web searching, data analysis and visualization, system navigation, task orchestration, file generation, and code execution. Moreover, a soon-to-be-released library with over 80 connectors will further enhance its ability to function independently within authentic workflows, ensuring smooth integration with critical enterprise systems and broadening its applicability. This forthcoming enhancement is poised to significantly boost operational efficiency across multiple departments and improve overall productivity.

TanStack is an adaptable, open-source framework that equips developers with a rich array of high-quality, headless, and type-safe tools designed for modern web development, offering extensive functionalities in state management, data retrieval, routing, UI logic, tables, data grids, charts, and dynamic client-side storage solutions. This suite features critical libraries such as TanStack Query, which specializes in managing asynchronous server-state fetching and caching, TanStack Router for thorough full-stack and client-side routing complete with TypeScript inference and URL state management, and TanStack Table for creating customizable, headless tables and data grids that work seamlessly with a variety of TS/JS frameworks. Additionally, tools like TanStack DB improve reactive stores by providing live query capabilities and optimistic updates, while frameworks like TanStack Start deliver a cohesive full-stack React experience that incorporates server-side rendering (SSR), streaming, server functions, and bundling, all facilitated by its proprietary router and Vite. TanStack's ecosystem is designed not only to enhance developer efficiency and scalability but also to prioritize type safety, making it a compelling option for building contemporary web applications. Ultimately, with such a comprehensive range of offerings, TanStack empowers developers to construct intricate applications confidently and with ease, significantly streamlining the development process.

PyPI acts as the primary official repository for Python software packages, boasting an extensive array of projects that developers can share while users can conveniently locate and install them. It supports both source distributions, commonly referred to as "sdists," and pre-compiled binary formats known as "wheels," which allow for the integration of native extensions designed for a variety of platforms. Each project within PyPI consists of multiple releases, each of which may contain different files tailored for specific operating systems or versions of Python. The metadata linked to every package includes critical information such as version numbers, dependencies, licensing details, classifiers, descriptive text (with support for Markdown or reStructuredText), and other vital data that tools like pip rely on to effectively resolve, download, and install the correct package. Users can efficiently search and filter through packages based on this metadata, enabling them to find the software they need using keywords, compatibility information, or other pertinent characteristics. Furthermore, PyPI's extensive features promote enhanced accessibility and organization of Python packages, benefiting both developers and users in their software endeavors. This repository not only serves as a vital resource but also fosters a collaborative environment for the Python community.

Metorial is an open-source integration platform specifically designed for developers, streamlining the creation, deployment, monitoring, and scaling of agentic AI applications by connecting models to a variety of tools, data sources, and APIs via the Model Context Protocol. With an extensive library featuring over 600 validated MCP “servers,” developers can effortlessly augment their agents with capabilities such as interfacing with platforms like Slack, Google Calendar, Notion, APIs, databases, and other systems, all achievable with minimal effort through just a few clicks or a single API call. The serverless architecture of Metorial is crafted for scalability, allowing the deployment of MCP servers with merely three clicks or an API request, thus accommodating "zero to millions" of requests while offering built-in observability features that encompass comprehensive logging, tracing, session replay, and error notifications. Furthermore, developers have access to a complete suite of SDKs, including Python and TypeScript, ensuring that every interaction is trackable, which enables teams to efficiently audit and enhance agent performance. Metorial can be utilized both on-premises and via cloud solutions, offering enterprise-level security alongside support for multi-tenant architectures, making it a versatile solution suitable for a wide array of applications. This adaptability not only allows organizations to customize the platform according to their specific requirements but also ensures that stringent security measures are consistently maintained throughout its use. As a result, Metorial positions itself as an essential tool for developers looking to leverage AI in a secure and scalable manner.

MCPTotal stands out as a comprehensive, enterprise-grade solution designed to streamline the management, hosting, and governance of MCP (Model Context Protocol) servers and AI-tool integrations within a secure and audit-compliant environment, eliminating the risks associated with running these systems on developers' personal machines. Central to this platform is the “Hub,” which provides a controlled, sandboxed runtime environment where MCP servers are securely containerized, reinforced, and meticulously examined for vulnerabilities. Complementing this, the integrated “MCP Gateway” acts as an AI-centric firewall that conducts real-time analysis of MCP traffic, implements security protocols, monitors all interactions and data flows, and addresses common threats such as data breaches, prompt-injection attacks, and unauthorized credential usage. To further bolster security, all API keys, environment variables, and credentials are stored in an encrypted vault, effectively curbing credential sprawl and minimizing the risks linked with storing sensitive data in plaintext on individual devices. In addition, MCPTotal equips organizations with powerful discovery and governance tools, enabling security teams to scan both desktop and cloud environments to pinpoint the active usage of MCP servers, thereby ensuring thorough oversight and control. With its extensive features, this platform not only enhances security but also significantly improves the efficiency of managing AI resources across enterprises, ultimately fostering a more secure operational landscape for organizations.

PagerTree is a cloud-centric solution designed for the management of incidents and on-call notifications, aimed at enabling teams to promptly tackle operational issues with efficiency. By integrating alerts from multiple monitoring systems, it guarantees that the appropriate responders are alerted automatically through personalized on-call schedules, multi-tiered escalation paths, and intelligent routing criteria. The platform provides immediate notifications through various channels including push alerts, emails, SMS, voice calls, chatbots, and mobile apps, ensuring that team members receive timely information about incidents. Organizations using PagerTree can effortlessly set up straightforward on-call rotations while also refining their operations with escalation strategies and tracking performance via built-in analytics dashboards. With advanced routing and notification mechanisms, teams can tailor alerts to meet specific conditions, minimizing distractions from less critical alerts and honing in on what truly matters, thereby reducing alert fatigue and improving response precision. Additionally, PagerTree's intuitive interface simplifies the process of modifying notification settings, fostering a more streamlined approach to incident management and enabling teams to respond effectively to challenges as they arise. This flexibility not only enhances operational efficiency but also empowers teams to be proactive in their incident handling strategies.

Struct is a cutting-edge communication tool that utilizes artificial intelligence to transform how teams gather, organize, and apply insights derived from their conversations, turning chat interactions into a well-structured and easily searchable knowledge database. In contrast to conventional messaging platforms that perceive dialogues as transient, Struct diligently organizes conversations into meaningful threads and feeds, while simultaneously building a contextual knowledge repository that preserves vital insights, decisions, and shared resources. Through the use of AI technology, it examines discussions to pinpoint relevant information and connect related ideas, ensuring that important context is maintained over time and throughout various messages. This feature allows teams to quickly retrieve documents, answers, and previous dialogues without the need to wade through multiple tools or repeat information unnecessarily. Additionally, Struct focuses on enhancing clarity and productivity by reducing communication clutter, converting everyday exchanges into actionable insights that strengthen collaboration and informed decision-making. By fostering a more organized approach to communication, Struct not only improves teamwork but also enables teams to perform their tasks with greater efficiency and effectiveness, ultimately leading to better outcomes. As a result, users can experience a significant boost in their overall workflow and productivity.

Klaay represents an advanced platform for compliance and risk management that leverages artificial intelligence to modernize security, governance, and audit processes for today's enterprises. Acting as an all-encompassing compliance tool, it transitions away from traditional checklist methods, utilizing intelligent automation to continuously monitor systems, establish controls, and detect risks in real time. By harnessing AI agents, the platform can automate various tasks, such as gathering evidence, tracking changes, overseeing configurations, and evaluating vendor risks, which significantly reduces manual effort and keeps teams audit-ready without the necessity for constant oversight. Furthermore, Klaay accommodates frameworks like SOC 2 while addressing AI governance, enabling businesses to effectively manage the new risks associated with artificial intelligence, including data integrity, model performance, and vendor dependencies. With the capability to seamlessly integrate with over 100 development, communication, and cloud platforms, it can automatically gather data and maintain compliance. This forward-thinking strategy not only boosts operational effectiveness but also equips organizations with the tools needed to proactively navigate their compliance landscape amid shifting regulatory requirements. As a result, Klaay empowers teams to focus on strategic initiatives rather than being bogged down by routine compliance tasks.

AI Workers are autonomous agents designed specifically for your organization, functioning as true team members rather than just simple chatbots waiting for commands. Each of these sophisticated AI units possesses a unique professional identity, complete with an email address, phone number, and profiles on communication platforms such as Slack and Teams, showcasing their proactive nature and ability to operate continuously without direct prompts. Rather than requiring exhaustive instructions for their tasks, you only need to outline your goals, allowing them to independently create the necessary workflows to tackle various responsibilities, including generating daily reports, conducting weekly follow-ups, updating CRM systems, managing client relations, performing research, overseeing content production, handling financial duties, coordinating HR tasks, supporting design initiatives, and assisting in development processes. This framework comprises a wide array of specialized AI Workers, each tailored for specific functions in fields such as marketing, development, design, HR, and finance, ensuring practical application in their designated roles. Additionally, they can effortlessly integrate with over 3,000 different tools, including Slack, Microsoft Teams, Gmail, Notion, HubSpot, Salesforce, and many other business applications, making them a seamless addition to your existing operational workflows. Their remarkable versatility and adaptability significantly enhance productivity and streamline processes, making them essential assets in any business setting, and their ongoing development promises even more innovative solutions in the future.

Type creates AI companions that effortlessly blend with your current tools such as Slack and email, thereby improving teamwork among employees. In this collaborative workspace, the potential of AI is significantly broadened, as Type merges knowledge, skills, and integrations into cooperative agents that promote teamwork instead of limiting AI engagements to separate conversations or individual queries. Designed for a variety of industries like marketing, sales, customer support, and operations, Type allows teams to either develop personalized AI companions or bring in their own, while securely integrating them with the platforms where their work is conducted. These agents can be easily referenced in Slack, categorized by channel, and managed through OAuth and secure API keys that can be turned off whenever needed. With robust support for over 1000 native integrations across various sectors such as developer tools, analytics, and productivity, Type guarantees that teams receive the extensive assistance they seek. By facilitating collaboration with shared AI, Type not only boosts efficiency but also revolutionizes the way teams engage with technology and with one another, fostering a more interconnected work culture. This progressive approach encourages a more dynamic exchange of ideas among team members, ultimately leading to enhanced innovation and problem-solving.

Roomote serves as an advanced cloud-based coding assistant that seamlessly integrates into your genuine development environment, guaranteeing precise outputs, performing code evaluations with unique models, and providing pull requests that come with live previews awaiting user approval. It can be utilized as a self-hosted solution or within a controlled, single-tenant cloud infrastructure, giving teams the advantage of managing their own code, prompts, tools, models, and complete ecosystem. Users can launch their tasks from numerous platforms, such as the web, Slack, Microsoft Teams, Telegram, or Discord, eliminating the requirement for any local setup, and it is capable of handling multiple operations at once. Each task is overseen by specialized roles that direct routing, exploration, planning, coding, and reviewing, enabling users to choose distinct models for every operation or to utilize their own API keys and local models. Roomote guarantees that the actual application runs before tasks are considered finished, can establish the required database state for assessment, and provides validation through a variety of formats, including screenshots, videos, or real-time previews of pull requests. This all-encompassing strategy not only optimizes the development process but also bolsters team collaboration, creating a more productive coding atmosphere. Additionally, it emphasizes user control and adaptability, allowing for a tailored approach to individual and team coding projects.

Tadata serves as an AI assistant embedded within Slack, aimed at boosting the productivity of sales and go-to-market teams by providing completed tasks directly in their communication platform. It functions seamlessly across a network of tools, offering timely information such as a daily briefing that covers upcoming meetings, account changes, and relevant news articles. Tadata is personalized to suit the preferences of individual team members, automating tasks when appropriate while always seeking user approval before executing any automation. Following meetings, it has the capability to draft follow-up emails, refresh CRM entries, and delineate next steps, ensuring that all modifications occur with user consent. Sales teams leverage its features to prepare thoroughly for meetings, conduct prospect research, develop tailored outreach strategies, track buying signals, get ready for conferences, enable warm introductions, and keep CRM records accurate. Moreover, users can engage with Tadata by posing questions in straightforward language, allowing them to pull information from multiple sources, including CRM data, activity signals, product updates, documents, as well as from Slack, email, and calendars. This adaptability not only simplifies workflows but also significantly enhances team efficiency, making Tadata an essential asset for modern sales initiatives. In a world where time is critical, Tadata empowers teams to focus on what truly matters: building relationships and closing deals.

Mistral Medium 3.5 emerges as a leading 128B dense model that seamlessly integrates instruction-following, logical reasoning, and coding functionalities into a cohesive system. It boasts an impressive 256K context window, which allows for customizable reasoning effort and accommodates multimodal input, demonstrating strong agentic capabilities particularly advantageous for extended tasks that require reliable multi-tool usage and organized outcomes. This groundbreaking model powers remote agents within Mistral Vibe, facilitating the execution of coding projects in the cloud, effectively tackling prolonged assignments while managing multiple sessions concurrently. Users can conveniently activate agents via the Vibe CLI or Le Chat, with the assurance that local command-line interface sessions can seamlessly transition to the cloud without any loss of history, task status, or approvals. As work progresses, users have the ability to track file modifications, tool interactions, progress updates, and inquiries. Each coding project is conducted within its own sandbox, skillfully handling module refactors, generating tests, updating dependencies, performing CI investigations, and debugging issues, which ultimately leads to the creation of a GitHub pull request for review. The introduction of this model signifies a major leap forward in the management and execution of intricate coding tasks within collaborative settings, enhancing the efficiency and effectiveness of software development processes. Furthermore, its design emphasizes user autonomy and adaptability, empowering developers with tools that cater to their specific project needs.

Prism is Navier AI's innovative desktop solution designed specifically for engineering teams in hardware, mechanical, aerospace, and other fields. This all-encompassing platform merges parametric CAD, 3D visualization, physics simulations, code editing, and reporting tools, all seamlessly integrated into one application. Users can describe a part or project through natural language, create or modify CAD models, and utilize AI agents to manage physics solvers, write scripts, analyze results, and generate visual outputs like plots, dashboards, and reports. The extensive range of solvers includes 12 different families, featuring prominent choices such as OpenFOAM, SU2, CalculiX, Elmer, Project Chrono, and OpenModelica, along with Navier AI’s own Ferro solver. Engineers can effortlessly import STEP files, assess scripts, evaluate meshes, and input parameters for solvers while running multiple agents at once to explore various design possibilities. Prism supports Windows, macOS, and Linux platforms, allowing local solver workflows to be executed directly on the user's device. The application requires an internet connection for its agent, which sends processed information back to Navier AI’s backend model for further analysis. Furthermore, users have the choice to harness cloud computing resources for executing approved solver tasks, significantly boosting flexibility and efficiency in their engineering workflows. This blend of capabilities not only enables engineers to streamline their processes but also enhances the quality of their design results, making it an essential tool for modern engineering challenges.

Morphy acts as a comprehensive desktop solution for orchestrating and overseeing AI coding agents on an extensive, boundless workspace. It integrates conversations with numerous tools such as Claude Code, Codex, GitHub Copilot, Gemini Antigravity, Grok, OpenCode, OpenRouter, and local Ollama models into one unified interface, enabling users to arrange agents alongside project frames, Markdown notes, dashboards, and additional cards. Developers can easily transition dialogues among compatible agents, keep track of their actions, undo changes, and utilize a browser, terminal, and file viewer directly adjacent to the canvas. The application includes focus views that allow for the display of selected chats on a single screen, while Flows enable the linking of chat sequences that can be scheduled for execution at designated times. Available as a desktop application for Windows, macOS, and Linux, Morphy allows users to connect their individual provider accounts or API keys. This platform is particularly designed for developers and those who oversee multiple AI tools across various projects. Furthermore, its intuitive interface promotes effective collaboration, significantly boosting productivity in the realm of AI-enhanced coding tasks. With a blend of advanced features and ease of use, Morphy stands out as an essential tool for modern software development.

AgentVera is a desktop application that streamlines the management and operation of AI coding agents across diverse software projects. It allows developers to initiate installed command-line agents in separate terminal panes, thus facilitating the simultaneous operation of multiple agents, task delegation, and the transfer of work using customizable workflows, all while providing real-time monitoring of statuses and approvals within a consolidated workspace. The application comes equipped with functionalities for project management, Git operations, code review, MCP server monitoring, and integrates seamlessly with development platforms like GitHub and Sentry. Users can run agents on their macOS, Windows, or Linux systems using their existing login credentials, and a complementary Android app enables remote oversight and management of active sessions. Aimed at developers and software teams, AgentVera presents a free plan for individual users, alongside additional paid options that unlock advanced automation and collaboration features. This extensive toolkit is crafted to boost productivity and optimize the coding process for teams of any size, ultimately fostering a more efficient software development environment.

Ghostex functions as a comprehensive workspace specifically designed for developers who work with AI coding assistants, combining features such as agent chats, terminal access, an integrated code editor, and project management tools into a singular desktop application. This platform enables developers to manage multiple agent command-line interface sessions, engage in dialogues between various agents, and oversee collaborative tasks, all while effectively organizing projects, worktrees, and remote systems. Additionally, users can take advantage of mobile companion apps to keep track of ongoing sessions, answer agent inquiries, and initiate tasks remotely, ensuring that agents stay active on their linked computers. Ghostex is compatible with a range of command-line agents like Claude Code, Codex, Gemini CLI, OpenCode, and Cursor, further enhancing its adaptability. It also includes optional connectors for integration with widely-used services such as Gmail, Slack, Notion, GitHub, Linear, and Outlook, featuring approval processes for any actions that modify data. The platform offers desktop applications for macOS, Windows, and Linux, with Android and iPhone apps available via TestFlight, underscoring its dedication to cross-platform compatibility and developer efficiency. By providing a unified environment for coding and collaboration, Ghostex significantly enhances the synergy between developers and AI tools, ultimately improving productivity and innovation in software development. Such integration not only simplifies coding workflows but also cultivates a more dynamic interaction among developers, enabling them to leverage AI capabilities more effectively.

RevampKey is a cutting-edge desktop AI code editor and coding-agent environment tailored for software development and the enhancement of existing code across macOS, Windows, and Linux platforms. This tool possesses the ability to thoroughly analyze projects, address requested changes, seek necessary clarifications, draft comprehensive plans, specifications, behavior flows, and design mockups, and then execute modifications through a series of reviewable stages while performing essential validations throughout the process. Minor adjustments can be submitted directly for approval, while more extensive features can be divided into manageable components for easier handling. Furthermore, it keeps a record of plans, reports, and reusable skills within the project framework, enabling users to schedule follow-ups for tasks at a later time. The platform includes a marketplace for connectors that provides integrations with popular services such as GitHub, GitLab, Jira, Linear, Slack, and Notion, as well as options for custom Model Context Protocol servers. Developers can effortlessly incorporate it into their existing repositories, and the interface is designed so that product and operations teams, along with non-technical users, can communicate software ideas and review proposed screens and changes before giving their consent. In essence, RevampKey significantly improves collaboration and optimizes the coding workflow for a wide array of users, making it an invaluable asset in the software development landscape. This makes it a powerful tool not only for developers but also for stakeholders at every level of a project.

Lucee is recognized as the top open-source CFML application server and engine, delivering a wide range of features that include various tags and functions for web-related operations. It adeptly manages tasks such as image processing, PDF handling, and the manipulation of XML, strings, numbers, and dates, making it a comprehensive tool for developers. Furthermore, Lucee streamlines the process of both utilizing existing web services and crafting new ones, enhancing flexibility for users. As a project fueled by community contributions, we encourage participation in diverse ways. For those with coding skills, our Contributors guide serves as an excellent starting point. You can also join the conversation on our forum or contribute to the Lucee Association Switzerland's source code repository. Additionally, getting involved may include writing insightful articles for our newsletter or blog, helping to improve documentation, or providing valuable support in our forums. By contributing your time and skills, you can significantly strengthen the Lucee ecosystem, ensuring it remains a powerful and accessible resource for all users. Together, we can foster a collaborative environment that benefits everyone involved.

Elevate your production and staging environments by seamlessly integrating logs, metrics, and traces in real-time and on-demand from your integrated development environment (IDE) or command line interface. Utilizing Lightrun, you can enhance productivity and gain comprehensive visibility at the code level. The ability to instantly add logs and metrics while services are running simplifies the debugging of intricate architectures, including monoliths, microservices, Kubernetes, Docker Swarm, ECS, and serverless applications. You can swiftly insert any required log lines, implement essential metrics, or create snapshots as necessary without the need to recreate your production setup or redeploy your application. When you invoke instrumentation, the data is transmitted to your log analysis platform, IDE, or chosen APM tool, enabling an in-depth examination of code behavior to pinpoint bottlenecks and errors without halting the application. This capability allows for the seamless integration of extensive logs, snapshots, counters, timers, function durations, and more, all while preserving system stability. By adopting this efficient approach, you can concentrate on coding instead of being overwhelmed by debugging tasks, as it removes the need for frequent restarts or redeployments during troubleshooting. Ultimately, this leads to a more streamlined development workflow, empowering you to keep your projects progressing smoothly and effectively. Moreover, this innovative solution not only enhances operational efficiency but also fosters a more agile development environment, allowing teams to respond proactively to challenges as they arise.

LOGIQ.AI's LogFlow provides a comprehensive management solution for your observability data pipelines. Upon receiving data streams, they are systematically categorized and optimized to meet the requirements of your business teams and knowledge workers. XOps teams can improve their management of data flows, enhancing control over data EPS while simultaneously improving the data's quality and relevance. LogFlow’s InstaStore, which can be integrated with any object storage solution, enables infinite data retention and offers the ability to replay data on-demand to any observability platform of your choice. This capability facilitates the examination of operational metrics across a range of applications and infrastructures, allowing for actionable insights that help you scale with confidence while maintaining consistent high availability. By gathering, transforming, and analyzing behavioral data along with usage trends from business systems, you can make more informed business decisions and enhance user experiences significantly. In addition, as the threat landscape continuously evolves, it is crucial to remain proactive; LogFlow empowers you to detect and analyze threat patterns from various sources, automating both prevention and remediation processes effectively. This forward-thinking strategy not only bolsters security but also cultivates a robust operational environment, ensuring that your organization can respond swiftly to emerging challenges. Ultimately, LogFlow equips businesses with the tools necessary to adapt and thrive in a dynamic digital landscape.