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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C-Radiant
C-Radiant serves as an add-on module that enhances Aechelon Technology's pC-Nova image generator with sophisticated physics-based spectral rendering, autogain features, and various noise and sensor special effects, all achieved through advanced shader technology, eliminating the necessity for hardware post-processing solutions. In conjunction with Aechelon Technology's C-Genesis database architecture and toolset, C-Radiant enables the utilization of a unified runtime and database for both current and upcoming sensors. The database's material descriptions extend beyond a single band to encompass the entire spectrum, facilitating the creation of correlated multi-sensor outputs, such as Night Vision Goggles (NVG), Forward Looking InfraRed (FLIR), and Radar systems. This innovative approach guarantees flawless mutual correlation at a per-pixel level across all sensors and the Out-The-Window view, operating seamlessly at a refresh rate of 60Hz. As a result, users can expect enhanced visual fidelity and realism in their imaging applications.
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Redshift
Redshift is an advanced GPU-accelerated rendering solution designed to cater to the unique requirements of modern high-end production rendering. It is specifically crafted to assist creatives and studios, regardless of their size, by providing a robust set of features that seamlessly integrate with leading CG applications in the industry. What sets Redshift apart is its ability to deliver the exceptional quality typically associated with CPU renderers, but at the faster speeds characteristic of GPU rendering. Distinguishing itself from other GPU renderers, Redshift employs a biased rendering approach, allowing users to fine-tune the quality of specific techniques to achieve an optimal balance between performance and visual fidelity for their projects. Additionally, it accommodates intricate shading networks and advanced texturing needs essential for high-quality production outputs. The highly adaptable shaders are designed to work effectively with PBR workflows found in tools like Allegorithmic Substance and Unreal Engine, enabling precise control over how materials respond to different ray types, thus enhancing the customization of global illumination or double-sided polygon shading. This versatility makes Redshift an invaluable asset for any production pipeline aiming for excellence in visual rendering.
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