
Gaffa is a REST API built for web scraping and browser automation, allowing developers to run real, full browsers at scale with a single API call. It removes the difficulty of managing headless browser frameworks, rotating proxies, CAPTCHA solving, and scaling infrastructure, all of which are handled automatically.
JavaScript-heavy and dynamic websites render exactly as they would for a human visitor by default. Beyond standard scraping, Gaffa supports AI-driven structured data extraction (extract data into a defined schema without writing CSS selectors), screenshot and PDF capture, infinite-scroll and form-filling automation, and clean Markdown conversion for feeding webpages directly into LLM and RAG pipelines.
A rotating residential proxy network keeps access reliable across regions, and a credit-based pricing model means teams pay only for the browser time and bandwidth they actually use. Gaffa is designed for AI engineers, data teams, and developers who want production-grade web data extraction without having to build and maintain their own infrastructure.
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Apify provides the infrastructure developers need to build, deploy, and monetize web automation tools. The platform centers on Apify Store, a marketplace featuring 10,000+ community-built Actors. These are serverless programs that scrape websites, automate browser tasks, and power AI agents.
Developers create Actors using JavaScript, Python, or Crawlee (Apify's open-source crawling library), then publish them to the Store. When other users run your Actor, you earn money. Apify manages the infrastructure, handles payments, and processes monthly payouts to thousands of active developers.
Apify Store offers ready-to-use solutions for common use cases: extracting data from Amazon, Google Maps, and social platforms; monitoring prices; generating leads; and much more.
Under the hood, Actors automatically manage proxy rotation, CAPTCHA solving, JavaScript-heavy pages, and headless browser orchestration. The platform scales on demand with 99.95% uptime and maintains SOC2, GDPR, and CCPA compliance.
For workflow automation, Apify connects to Zapier, Make, n8n, and LangChain. The platform also offers an MCP server, enabling AI assistants like Claude to discover and invoke Actors programmatically.
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CentiLeo
CentiLeo is a highly efficient GPU path tracer designed for seamless integration with both 3ds Max and Cinema 4D, allowing users to easily manage complex lighting in their scenes. This advanced GPU renderer excels in delivering rapid unbiased path tracing, particularly for intricate lighting scenarios. Featuring out-of-core technology, CentiLeo can efficiently handle enormous scene assets, enabling the rendering of polygon counts, particles, and textures that exceed the limitations of GPU memory. The innovative technology extends the memory capacity for geometry and particles by four times and dramatically increases texture memory limits by a factor of 100. In addition, CentiLeo offers capabilities such as Interactive Preview Render, node-based material and shader editing, displacement mapping, motion blur, subsurface scattering, and rapid noise reduction tailored for multi-materials, glass objects, and mesh lights. Moreover, the software has received support from the Skolkovo Foundation, which has backed some of its research and development initiatives through grants, underscoring the commitment to advancing rendering technology. This combination of features makes CentiLeo an ideal choice for artists and designers looking to enhance their rendering workflows.
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Direct3D
Direct3D serves as a low-level application programming interface (API) designed for rendering primitives through the graphics pipeline, as well as executing parallel tasks using compute shaders. For further details, consider the following information. Direct3D 12 offers a robust API and platform that empowers applications to leverage the graphical and computational strengths of computers equipped with one or more GPUs that are compatible with Direct3D 12. Additionally, Microsoft Direct3D 11 is utilized for crafting 3-D graphics in gaming, scientific endeavors, and desktop applications. The DXGI component is responsible for various tasks, including the enumeration of graphics adapters, display mode management, buffer format selection, resource sharing across processes, and the presentation of rendered frames to monitors or windows. HLSL, or High-Level Shader Language, serves as the primary tool for creating C-like programmable shaders specifically for the Direct3D pipeline. Furthermore, the DirectDraw surface file format (DDS) facilitates both uncompressed and compressed (DXTn) textures, along with support for mipmaps, cube maps, and volume maps, enhancing the versatility of texture handling in graphics applications. This diverse range of functionalities underscores the significance of Direct3D in modern graphics development.
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