Business Software for GitHub

Tictable is a streamlined, AI-driven data studio crafted to enable users to handle everything from small datasets to extensive data collections within a swift, browser-based framework. It merges the intuitive nature of spreadsheets with the capabilities of an integrated SQL engine, allowing users to execute queries directly in their browser without needing server interactions, which guarantees rapid results and efficient performance even when dealing with millions of rows. The platform connects seamlessly to various data sources, including CSV, JSON, Parquet, and local databases, utilizing its “magic import” feature to automatically import, clean, and organize data while identifying formatting discrepancies to prepare datasets for immediate application. Additionally, Tictable incorporates an intelligent AI assistant that can delve into data, create filters, formulate equations, and generate reports based on natural language requests, executing queries in real time to convert raw data into usable insights. This unique combination of features positions Tictable as an essential tool for data analysis, making it accessible and efficient for users at all levels.

WarpFix is an intelligent CI repair tool designed specifically for GitHub Actions. Utilizing webhooks from GitHub Apps, it automatically identifies, categorizes, and resolves issues within failing CI/CD workflows. When a Continuous Integration run encounters a failure, WarpFix thoroughly examines the logs, identifies the error fingerprint, creates a corrective patch using advanced language models, and tests it within a secure Docker environment prior to suggesting a fix through a Pull Request. Its features encompass the detection of unreliable tests, monitoring of dependencies, automated code evaluations, and comprehensive CI reliability analytics at the organizational level. By transforming hours of CI debugging into mere seconds, WarpFix allows teams to efficiently address persistent failures with just a single click. This makes it an ideal solution for DevOps professionals, platform engineers, and development teams seeking to streamline their workflows. Furthermore, the tool enhances overall productivity by minimizing the manual effort typically involved in troubleshooting CI/CD issues.

AccessOwl serves as a comprehensive tool for Access Governance and SaaS management, streamlining the process of managing employee access to various SaaS applications throughout their tenure, from onboarding to offboarding. Acting as the primary platform for overseeing SaaS access, it removes the confusion about who is responsible for specific tools and what approvals are necessary, while meticulously logging every application, user access, and the permissions utilized within the organization. By automating the processes of user account creation, access requests, approvals, and audits, along with detecting Shadow IT, AccessOwl enables teams to move away from spreadsheets and establish a reliable source of truth, significantly minimizing the chances of overlooking offboarding tasks. Furthermore, its integration with Slack allows employees to conveniently request access in the environment they already use, and HRIS integrations automate the onboarding and offboarding processes while keeping employee information such as job title, department, and manager up to date. Notably, AccessOwl has the capability to provision and revoke user access across a multitude of SaaS applications without the necessity for SCIM or SAML, ensuring flexibility and ease of use for organizations. This allows for a more efficient management of software access, ultimately enhancing security and compliance efforts.

Reaudit serves as the platform for AI Agent Visibility, GEO, and revenue attribution, tailored for an era dominated by AI agents that identify brands ahead of human users. When consumers utilize ChatGPT, Claude, Perplexity, Gemini, or Copilot for product searches or comparisons, Reaudit ensures that your brand is prominently featured and referenced. It enables tracking of brand mentions, sentiment analysis, citations, and competitor strategies across 11 different AI platforms, including the often overlooked "fanout" queries executed internally by ChatGPT. Furthermore, it allows the creation of GEO-optimized content, such as blogs, FAQs, and videos, in over ten languages, which can be seamlessly published to various content management systems and social media platforms. Additionally, Reaudit integrates Revenue Attribution, connecting AI bot interactions and referrals to tangible revenue generated through Stripe, leveraging GA4, Cloudflare, and first-party tracking methods. Designed to be compatible with the MCP ecosystem, our server incorporates 162 tools, empowering Claude, ChatGPT, Cursor, and other AI agents to manage your complete marketing operations through intuitive natural language commands. Ultimately, Reaudit positions itself as the essential operating system for enhancing brand visibility in this new agent-driven landscape, ensuring that your brand remains at the forefront of consumer awareness.

Veriom serves as a security intelligence framework designed for in-depth architectural root cause analysis throughout the entire Software Development Life Cycle (SDLC), highlighting issues such as misconfigured gateways, inadequate defaults, control deficiencies, and systemic vulnerabilities that can lead to hundreds of potential threats. Unlike traditional methods that solely identify known vulnerabilities, it analyzes the system's architecture to reveal risks arising from various components including code, cloud environments, CI/CD pipelines, production settings, trust boundaries, and delivery chains. Within less than an hour, Veriom constructs a comprehensive model of the actual environment, assesses its architecture, and confirms its findings, tracing each identified risk back to the specific control failure or architectural flaw responsible for its existence. By avoiding the pitfalls of endless patching cycles, fragmented tools, and superficial risk assessments, Veriom emphasizes understanding the root causes of vulnerabilities and demonstrates how addressing one structural issue can mitigate an entire category of risks. This proactive approach not only enhances security measures but also streamlines the overall development process for teams.

WorkBuddy is an advanced AI workspace designed to assist users in tackling intricate office tasks, ranging from data analysis to content generation, by transforming a single request into a fully prepared deliverable. This platform caters to professional environments where individuals require an AI that comprehends objectives, deconstructs tasks into manageable steps, utilizes external resources, and produces complete outputs suitable for various work and educational contexts. Unlike traditional chatbots, it has the capability to execute multiple tasks and agents simultaneously, providing a more versatile approach to task management. Users can articulate their requirements in everyday language, and WorkBuddy efficiently plans the work, coordinates necessary actions, gathers relevant information, and generates a variety of outputs such as reports, research, analyses, and documents. In addition, it offers robust multi-model integration through APIs, enabling teams to link different models tailored to their specific needs. Furthermore, WorkBuddy can be conveniently controlled via popular messaging platforms including Discord, Slack, Telegram, and WeChat, enhancing its accessibility and user-friendliness. This innovative tool not only streamlines workflows but also empowers users to achieve their objectives with greater ease and efficiency.

Augment Code serves as a dynamic development platform designed to assist engineering teams in transitioning from standalone AI coding assistants to a unified system of software agents. Its innovative Cosmos platform efficiently operates software agents on a large scale, providing them with the necessary context, tools, environments, memory, and feedback mechanisms to enhance their performance with each workflow. Cosmos integrates seamlessly throughout the entire software development lifecycle, featuring reusable expert agents that facilitate the creation of pull requests, review modifications, assess risks, conduct tests, and aid teams in designing their own tailored workflows. The PR Author can manage tasks from the initial commit to the final merge, while the Pair Review function collaborates with the author to evaluate changes. Additionally, the Deep Code Review agent analyzes pull requests comprehensively and provides inline feedback, whereas the PR Risk Analysis identifies potential blast radius, security vulnerabilities, and migration challenges. Finally, the Tester agent thoroughly tests changes from start to finish, delivering results complete with screenshots, ensuring quality and transparency in the development process. With this comprehensive suite of tools, teams can significantly enhance their efficiency and collaboration.

Youmake serves as an innovative AI-driven platform for constructing websites and applications, functioning as an all-in-one coding solution. Rather than relying on pre-existing templates or manual coding efforts, users simply articulate their vision in everyday language, allowing Youmake to produce the entire tech stack, which includes the frontend, backend, database, user authentication, and a ready-to-deploy application framework. This platform aims to transform concepts into fully functional applications, encompassing a variety of formats such as websites, dashboards, landing pages, e-commerce sites, portfolios, internal tools, booking systems, community platforms, and applications that can connect to APIs, all without the need for conventional programming expertise. By prioritizing the development of genuine, production-level software instead of mere prototypes, Youmake provides features like isolated development environments, automated security audits for code, professional-grade design standards, natural language-based iterations, and seamless one-click deployment for production use, making it a valuable tool for creators and entrepreneurs alike. Users can confidently bring their ideas to life, knowing that Youmake has the capabilities to support their vision from inception to launch.

Fortem serves as a management framework for teams operating more than ten AWS ECS Fargate environments. By scheduling environments to be inactive during nights and weekends, organizations can achieve a significant reduction in compute costs for development and staging by as much as 60-70%, all without the need for any code modifications. The platform provides comprehensive visibility across the fleet, allowing users to view the status, cost, owner, and last deployment of each environment on a single dashboard. Developers are granted self-service capabilities, including options to restart, redeploy, and access logs, all governed by role-based access control, eliminating the necessity for direct access to the AWS console. Detailed cost attribution for each environment offers insights into the specific expenses incurred, while AI-driven diagnostics analyze CloudWatch data and suggest solutions in approximately eight seconds. Seamlessly compatible with existing Terraform configurations, Fortem requires no extensive rewrites. Additionally, users can uninstall the service in as little as two minutes, making it a flexible and efficient tool for managing cloud resources. Moreover, the ease of use and quick deployment of Fortem contribute to its value, allowing teams to focus more on development and less on infrastructure management.

SocialCrawl serves as a comprehensive API for social media data, designed specifically for developers. It consolidates numerous fragmented scrapers into a singular solution with just one API key, a unified schema, and a centralized credit system that encompasses 42 platforms and 264 endpoints, including popular names like TikTok, Instagram, YouTube, Twitter/X, Reddit, Threads, LinkedIn, Facebook, Pinterest, Twitch, Amazon, Google Play, the App Store, Trustpilot, Naver, and many more. Each endpoint offers a consistent and enriched response format, providing access to profiles, posts, comments, transcripts, ad libraries, product reviews, and locations without the hassle of per-platform authentication, fragile HTML parsing, or managing proxies. A notable feature is GET /v1/search/everywhere, which performs a universal search across 12 platforms simultaneously, yielding LLM-ranked and clustered results with just one request—truly an unmatched approach to social media searching. You can start using it for free with 100 credits and no credit card necessary, and a visual Explorer allows you to test any endpoint before coding. Additionally, native MCP server and agent capabilities are included, making it especially beneficial for AI developers. This innovative API not only simplifies data access but also enhances the efficiency of social media analysis.

MakersClaw offers a platform for businesses to employ AI-driven personnel that operate round-the-clock to streamline various tasks. Each AI worker functions within a dedicated environment, tailored to accommodate specific skills, tools, and communication pathways, ensuring a bespoke experience. Unlike basic chatbots, these AI employees are capable of continuous operation, executing commands, utilizing tools, searching the internet, and interfacing with external services. They also adhere to unique instructions and workflows, have file access, and integrate seamlessly with various MCP servers like GitHub, Notion, Slack, databases, and other custom services. Communication can occur through diverse channels, including Telegram, Discord, Slack, WhatsApp, email, Microsoft Teams, and more, based on the runtime setup. The platform supports a wide array of applications for these AI employees, such as customer support, research and analytical tasks, content generation, technical help, personal assistance, and enhancements in sales and marketing efforts. Moreover, support agents powered by AI can efficiently respond to frequently asked questions, manage ticketing systems, and escalate more complicated inquiries to human agents when necessary, thus optimizing workflow and efficiency. This innovative approach allows businesses to leverage technology to enhance productivity and service quality.

ET Ducky serves as a comprehensive diagnostics platform and remote monitoring management (RMM) solution tailored for both Windows and Linux endpoints. It captures kernel-level events—utilizing ETW on Windows and eBPF on Linux—and processes them on the agent, ensuring that personally identifiable information (PII) is filtered out while leveraging AI to articulate the root causes of alerts in straightforward terms. Surrounding this foundational capability are essential RMM tools that enable teams to respond effectively, including a browser-based remote desktop, threshold alerts that come with pre-explained root causes, behavioral security measures like ransomware detection and host isolation, approved-script execution, insightful reporting, multi-agent queries, and fleet management functionalities. Notably, raw event data remains on the machine, with only the curated evidence and AI-generated conclusions transmitted to the cloud. Designed specifically for IT teams and managed service providers (MSPs), it aims to significantly reduce the time taken to resolve tickets that other solutions might only address superficially, integrating RMM, application performance monitoring (APM), and behavioral detection into a single streamlined product. Users can take advantage of a free tier by bringing their own AI key, while paid plans start at $39 per month, making it an accessible option for various organizations. Each feature is crafted to enhance operational efficiency and drive effective incident management.

Virtua.Cloud is a European cloud service designed specifically for developers, enabling a swift transition from concept to operational server in mere seconds, all governed by your own rules. Users have the flexibility to select their preferred operating systems, such as Linux, Windows, or FreeBSD, and can easily set up a VPS tailored for various applications, including AI agents, web applications, APIs, databases, Docker containers, remote desktops, .NET tools, ZFS, Jails, and self-hosted solutions. With Linux VPS options featuring over 10 different distributions, complete root access, rapid deployment, and high-speed SSD or NVMe storage, users benefit from a streamlined experience that includes one-click OS reinstalls, package managers, and Docker-compatible environments, alongside support for Git, Node.js, Python, Go, Rust, and comprehensive system control through systemd or init. Each server is designed for maximum user control, equipped with management features like VNC console access, firewalls, snapshots, reverse DNS capabilities, custom ISOs, and post-install scripts, all easily accessible from the control panel. Additionally, users can adjust their resource allocations seamlessly without risking data loss, as the process requires only a simple restart instead of a complete reinstall. This level of flexibility and control makes Virtua.Cloud an ideal choice for developers seeking robust cloud solutions.

JackHamr functions as an AI-driven software solution that manages the entire development process from start to finish. Rather than relying on a singular AI assistant, it coordinates a team of specialized agents: a specification agent formulates requirements, a planning agent divides them into tasks, a coding agent develops the software, a testing agent performs evaluations, a quality reviewer ensures standards are met, and a deployment agent launches the product. These agents operate within hosted cloud development environments utilizing tools such as VS Code, Docker, SSH, and WireGuard-encrypted networking, allowing them to continue functioning even when your laptop is closed. Communication with these agents can be conducted through push-to-talk voice chat or natural typing, making interactions seamless. GitHub integration is built-in, offering features like one-click cloning, automatic branch creation for each task, real-time commit synchronization, and the ability to create pull requests effortlessly. Users have the flexibility to utilize their own LLM keys from providers like OpenAI, Anthropic, Google, or opt for the cost-effective options available through JackHamr, with the ability to switch models during the workflow. The pricing model is pay-as-you-go with detailed billing, charging only for infrastructure costs and LLM tokens without any additional fees. To encourage new users, there is a $10 credit available at the outset, and no credit card is required for registration, allowing anyone to experiment with the platform without financial commitment. This innovative approach not only streamlines software development but also enhances collaboration among various specialists in the field.

Linkence serves as a secure AI copilot platform designed to enhance organizational efficiency by integrating smart search, AI agents, and knowledge management into a single workspace. Functioning as a Chief of Operations for contemporary teams, it seamlessly links with existing tools such as Gmail, Outlook, Slack, Microsoft Teams, Notion, Google Drive, OneDrive, SharePoint, Jira, Confluence, GitHub, Salesforce, HubSpot, Zendesk, and several others. The Workspace AI acts as an operational lead within the organization, handling tasks such as producing recurring reports, identifying obstacles, drafting various documents, creating Excel exports, responding to inquiries based on actual company data, and carrying out authorized actions across different business platforms. Additionally, the Customer Support AI operates as an AI lead for incoming communications, efficiently managing each message, crafting tailored responses via email and WhatsApp based on established policies and ticket information, and ensuring that sensitive issues are escalated to human representatives when necessary. By combining these functionalities, Linkence not only streamlines operations but also fosters improved collaboration across all teams.

Spear is an outbound strategy that relies on triggers and human involvement to establish a genuine sales pipeline. By transforming authentic buying signals into messages that are ready to be dispatched from the profiles of your executives, it ensures that outbound communication is perceived as credible, relevant, and well-timed. Rather than adding to the clutter of unsolicited messages, Spear actively tracks high-intent behaviors within your target market and initiates outreach precisely when the context and timing are optimal. Teams can specify their ideal customer profile (ICP) by focusing on specific personas, industries, company sizes, and value propositions, and they can create triggers based on various activities such as LinkedIn posts, discussions on Reddit and X, GitHub actions, news articles, podcasts, funding announcements, job transitions, events, website interactions, G2 engagements, hiring indicators, product launches, accolades, partnerships, and financial disclosures. As these pertinent triggers emerge, Spear identifies and recommends prospects who demonstrate intent and contextual relevance, queuing tailored outreach for user approval, which allows teams to maintain control over the messaging process before any communication is sent out. This innovative approach not only enhances the effectiveness of outreach efforts but also fosters a more personalized connection with potential clients.

The Meta Model API is an innovative developer interface designed for utilizing Muse Spark 1.1, Meta's advanced multimodal reasoning model tailored for agentic tasks such as coding, tool utilization, and comprehensive computer interactions. Currently available in public preview, this API enables developers to seamlessly integrate Muse Spark 1.1 via an OpenAI-compatible package, simplifying the transition for existing clients while maintaining the same code framework and allowing for easy configuration to the muse-spark-1.1 model. This model excels in personal agentic functions, facilitating planning and coordination across various external applications and services, while also adapting to new native tools, MCP servers, and bespoke skills. Functioning as a primary agent, it can collect contextual information, devise plans, and oversee execution across multiple subagents; conversely, as a subagent, it adheres to its designated role, comprehends available tools, and recognizes when to escalate issues. Additionally, the model is capable of managing a context window of 1 million tokens, allowing it to remember past actions, retrieve information from significantly earlier tasks, and effectively condense context for optimal performance. With these capabilities, the Meta Model API represents a significant advancement in the development of intelligent, responsive applications.

htmlslides is a presentation platform designed for the web that utilizes AI technology to create, showcase, share, and integrate engaging slide decks seamlessly. Unlike traditional PowerPoint presentations, htmlslides transforms AI-generated decks into stunning HTML formats that draw attention in today's digital landscape, allowing users to easily present their work directly in the browser and share it via a simple link. If users already have a presentation prepared, they can effortlessly upload their .html or .hslides files or paste links to quickly display their content without any installation necessary. Moreover, decks can be sourced from GitHub, shared links, or local files, and the platform supports any HTML file with various multimedia elements. What sets htmlslides apart from standard presentation software is its capability for genuine animation, interactivity, and live content, all while ensuring consistent rendering across any browser and device. Furthermore, the convenience of sharing a single link eliminates the hassle of dealing with cumbersome attachments that may fail to open or disrupt formatting. Ultimately, htmlslides redefines the presentation experience for the modern user, making it more accessible and visually appealing.

Max serves as your AI colleague within Slack, designed to transform your team's context into actionable next steps, reminders, escalations, daily briefings, and pieces ready for review. Unlike traditional chatbots, Max integrates seamlessly into Slack, ensuring that the outcomes are delivered right where they are needed. As your team's activities span various platforms like email, CRM systems, project management tools, documents, meetings, and conversations, critical deadlines, requests, decisions, and follow-ups often get lost in threads and interconnected systems. Max simplifies this by taking straightforward language requests and converting disorganized information into coherent reports, summaries, drafts, follow-ups, and task lists. You can interact with Max as you would with a colleague: specify the desired outcome, and let Max gather the necessary inputs from various sources before you evaluate the final product with the relevant context included. The process begins with two essential routines tailored for busy Slack teams: Delegation and Morning Brief. Through Delegation, users can assign tasks, set reminders, establish deadlines, monitor completion, and set escalation protocols directly in Slack, while Max continues to engage with responsible parties and provide updates. This functionality not only improves productivity but also fosters a more organized workflow within the team.

Hooksbase serves as a robust event infrastructure tailored for AI agents, facilitating the ingestion of events through four distinct channels: HTTP webhooks, email, hosted forms, and scheduled cron jobs. Each event is meticulously verified and stored, followed by routing, transformation, and delivery to five specific outbound destinations, including HTTP, AWS SQS, AWS EventBridge, GCP Pub/Sub, and S3-compatible storage. The system ensures reliable delivery through features such as retries with exponential backoff, strict FIFO ordering, a dead-letter queue, and deterministic replay from stored dispatch snapshots, empowering agents to recover any missed events. Additionally, five verified provider packs—Stripe, GitHub, Clerk, Slack, and Resend—are responsible for validating signatures upon ingestion, while the outbound signing process is compatible with Standard Webhooks and includes rotation overlap. Users can start for free with up to 5,000 deliveries per month and no credit card required; further options include Starter at $25, Pro at $79, and Business at $249, each providing additional features like transforms, FIFO, and increased volume capabilities. This structured approach not only enhances reliability but also offers flexibility and scalability for various user needs.

Letaido is an innovative AI-driven marketing platform designed to seamlessly integrate with a team's existing tools and data, deploying agents to continuously generate reports, develop tools, and streamline workflows. Rather than concluding interactions with mere chat responses, it fosters the creation of tangible projects within a collaborative workspace, encompassing files, databases, scheduled tasks, internal applications, public websites, dashboards, and enduring memory that spans multiple sessions. Teams are empowered to articulate their requirements in straightforward language, requesting items such as competitor-content monitoring, keyword analysis tools, SEO dashboards, landing-page generators, routine audits, or Slack notifications, with the agent taking charge of planning, researching, constructing, scheduling, and executing these tasks. Specialized agents tap into interconnected marketing systems and utilize over 30 tools, including popular platforms like Ahrefs, Slack, Notion, HubSpot, Google Ads, GitHub, WordPress, Mailchimp, and Semrush. Additionally, the platform's built-in hosting capabilities enable the secure sharing of applications and dashboards, either privately among team members or publicly via custom domains, ensuring broad accessibility and collaboration. This comprehensive approach not only enhances productivity but also fosters an environment where creativity and efficiency thrive within marketing teams.

Moonchild is an innovative workspace designed for AI-driven product design, transforming requirements, briefs, and preliminary ideas into polished interface screens and interactive prototypes ready for production. Rather than beginning with a blank slate, teams can simply paste a Product Requirements Document (PRD) to create comprehensive multi-screen user flows, investigate various design possibilities, and evaluate the reasoning behind each option. Its chat-enabled infinite canvas allows for swift iterations, visual modifications, UX troubleshooting, and AI-guided assessments focused on hierarchy, accessibility, and design consistency. Moreover, Moonchild can seamlessly integrate with existing design systems by importing components and tokens from platforms like Figma, GitHub, or even live websites, ensuring that the generated screens adhere to established visual guidelines instead of resulting in generic user interfaces. Designers have the flexibility to fine-tune the outcomes and export their work to Figma, while product managers benefit from early visualizations of requirements, enabling them to spot any potential gaps before the development phase begins. This integrated approach fosters collaboration and enhances the overall efficiency of the product design process.

LionRapid is a comprehensive translation and localization platform based in the EU that consolidates all functionalities into a single interface. It boasts a CAT editor equipped with translation memory, a termbase, and machine translation that ensures entity protection; along with a quality assurance system that allows for inspection of approximately 20 real-time language checks, in addition to structural checks that compare the reconstructed file against the original in formats like DOCX, XLSX, PPTX, and ODF. Furthermore, it offers reproducible quoting where the CAT-band calculations yield consistent results, a project workflow that features ranked assignment offers, various stages, and quality assurance gates, as well as a Subtitle Studio for SRT/VTT with the capability of video re-encoding. Additionally, there is a localization API supported by a JavaScript SDK and an edge proxy that provides translated content for your website. The platform also supports round-tripping for XLIFF, TMX, and TBX files with existing tools, showcasing its versatility and compatibility. LionRapid is developed and hosted within the EU (specifically in Azure West Europe) and is managed by Logoteknia Oy, a company based in Finland. With its extensive features, it is designed to streamline the entire translation process efficiently.

Tray.ai serves as an API integration platform that empowers users to innovate, integrate, and automate their organizations without the need for developer expertise. With Tray.io, users can independently connect their entire cloud ecosystem. The platform features an intuitive visual workflow editor that makes it simple for users to construct and optimize processes. Additionally, Tray.io enhances the workforce's efficiency through automation of various tasks. At the core of the first iPaaS designed for universal accessibility is the intelligence that allows users to execute business processes through natural language commands. Tray.ai is a low-code automation solution tailored for both technical and non-technical users, enabling the creation of complex workflow automations that streamline data transfer and actions across diverse applications. By leveraging our low-code builder and the innovative Merlin AI, users can revolutionize their automation journey, combining the flexibility of scalable automation with advanced business logic and integrated generative AI features that are user-friendly and accessible to all. This makes Tray.ai an invaluable tool for organizations aiming to enhance operational efficiency.

RingCentral's RingCX is an advanced contact center solution that leverages artificial intelligence to optimize customer support and improve communication. By unifying voice, video, and more than 20 digital channels on a single platform, it allows agents to connect with customers using their preferred modes of communication. The integration of RingSense AI enhances the experience by providing immediate insights, automating various tasks, and supporting agents throughout the customer journey, thereby boosting agent efficiency and overall customer satisfaction. With its intuitive interface and easy setup, businesses can quickly adopt RingCX, often within just a few days. The service is competitively priced, starting at $65 per user each month, which encompasses unlimited calling and access to essential contact center functionalities. Additionally, this solution is designed to scale with business growth, making it a flexible choice for companies of all sizes.