Crawlee combines high-speed HTTP scraping and modern browser automation in a single, scalable Node.js library to extract complex web data more efficiently. Intelligent fallback mechanisms that only activate browsers when necessary can save up to 90 percent of system resources compared to pure Playwright setups. We take a look at the architecture, performance benchmarks, and real-world challenges in continuous operation.
AI Articles & Tutorials
Our tutorials show step by step how to use AI technologies — from prompt engineering to AI programming and the use of smart tools for automation
Conversational Analytics in BigQuery: Chat with your data
Natural language meets data: Conversational Analytics in BigQuery takes AI-powered data queries to a whole new level. Thanks to Agents Hub and Gemini for Google Cloud, data experts can perform complex analyses directly via chat—without any SQL knowledge.
AI images in 2026: The big comparison – Midjourney v7 vs. Google Nano Banana
With the release of Gemini 2.5—known in the scene as “Nano Banana”—Google is launching a frontal attack on Midjourney v7’s artistic supremacy. While Midjourney remains the aesthetic benchmark, Google’s model now delivers perfect text in images and generates assets in a record-breaking two seconds. We analyze in detail whether raw utility speed ultimately triumphs over “artistic soul.”
Security for AI agents: How OpenAI prevents data theft via links
OpenAI details the security architecture behind its new “Operator” agent, which executes web interactions in an isolated cloud sandbox rather than locally on user devices. By implementing cryptographic signatures according to RFC 9421, server operators and firewalls should be able to mathematically verify that a request actually originates from an authorized AI agent. We analyze whether this server-side “walled garden” approach effectively eliminates the risk of SSRF attacks compared to open systems such as Claude Computer Use.
Clawd.bot: How to bring the power of Claude 3 Opus to your Discord
Clawdbot positions itself as a radical self-hosted AI gateway that connects local hardware and daemons directly to Discord and LLM APIs. The tool does not act as a passive chatbot, but as an autonomous agent with full system access, which in practice causes massive security risks and sometimes ruinous API costs. We show why this Node.js daemon is only suitable for power users with strict budget management.
Qwen 3 TTS Release: The new benchmark for open-source audio?
Qwen has released Qwen3-TTS, a new open-source speech model that has been specifically optimized for extreme speed. With an impressive latency of just 97 milliseconds, the system enables true real-time dialogues on conventional consumer graphics cards, outperforming many of its competitors. We classify the technical specifications and show the decisive difference to the in-house rival CosyVoice 3.
Google launches community benchmarks on Kaggle
Kaggle is shifting the focus of AI evaluation from static data sets to dynamic, user-generated script tests that run directly in the notebook environment. As a key lever for user acquisition, the Google subsidiary offers free API access to inference models from third-party providers such as Anthropic and DeepSeek.
Google update: Search now accesses Gmail and photos – the end of privacy?
Google is integrating a “personal intelligence” layer into its search engine that connects generative AI directly to your private data from Gmail, Drive, and Photos. The new mode answers questions such as “When does my flight land?” by semantically analyzing your own documents instead of simply displaying generic web results.