Notte provides a full-stack framework for building, deploying, and scaling web AI agents via a single API. It transforms the internet into an agent-friendly environment by mapping websites into structured, natural language descriptions, enabling agents to navigate and interact effectively.
Notte leads in open-source benchmarks for web agent performance. It achieved the highest self-reported success rate (86.2%) and LLM-verified completion (79%). Notte also demonstrated the fastest execution time (47 seconds per task) and an impressive 96.6% task reliability (percentage of tasks successfully completed at least once across multiple attempts).
Read more about the benchmarks here: https://github.com/nottelabs/open-operator-evals
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notte.cc's answer:
Notte is built with Python and accessible via Python SDK or REST API. It performs deep DOM parsing and uses a semantic abstraction layer informed by graph-based reasoning — though the graph itself isn’t fully materialised in code. The SDK exposes a clean interface for LLM integration.
notte.cc's answer:
Notte turns the web into structured, semantic maps tailored for LLMs — enabling perception, navigation, and action. Unlike traditional browser automation, Notte abstracts away fragile HTML into high-level actions and natural language descriptions, reducing hallucinations, tokens, and latency.
notte.cc's answer:
Notte is purpose-built for LLM agents. It doesn’t just click DOM elements — it understands the intent behind them. That means faster, more reliable agents, no brittle scripts, and seamless integration via API or SDK. It replaces scraping + Playwright stacks with one clean abstraction layer.
notte.cc's answer:
Developers building LLM agents, automation workflows, or AI-native applications. Early adopters in infra, QA, RPA, and AI tooling who want to go beyond brittle web scraping and fragile automation toward agentic, semantic control of the internet.
notte.cc's answer:
Notte was founded by Andrea and Lucas, two ML researchers who met at EPFL in 2019 and have been building together ever since. After working across top research labs, they saw a clear gap: existing browser automation tools weren’t built for LLMs. Notte is their response — a framework that makes the web usable for agents through structured, semantic understanding. It’s designed to bridge research and real-world execution.
Based on our record, Git seems to be more popular. It has been mentiond 277 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
First, check if Git is installed. On most common Linux operating systems, it is pre-installed. Run git --version to check. If it is not installed, or gives you a command not found error, head over to http://git-scm.com/ and download it. Restart your terminal.. And boom. Git should be installed. Let's get to using it. - Source: dev.to / 3 days ago
Linus Torvalds, creator of Linux and Git, embodies this quality. Mitch Johnson, CEO of Prolink IT Services, credits Torvalds’ “collaborative approach” for transforming enterprise and cloud computing. Linux’s open-source model has delivered “greater security, flexibility, and cost-effectiveness” than proprietary alternatives, saving businesses like Johnson’s clients 37% in IT costs. Torvalds’ focus on stable,... - Source: dev.to / 16 days ago
Compatibility with standard tools: Functions with OCI-compliant registries such as Docker Hub and integrates with widely-used tools including Hugging Face, ZenML, and Git. - Source: dev.to / 27 days ago
This ecosystem is fueled by repositories hosting powerful languages, functions, and versatile tools—from backend frameworks like Django and Ruby on Rails to containerization with Docker and distributed version control via Git. Moreover, indie hackers can also utilize open source design tools (e.g. GIMP, Inkscape) and analytics platforms such as Matomo. - Source: dev.to / about 1 month ago
When a bug disrupts a production environment, reverting to a known working state can minimize user impact and provide a stable baseline for investigation. Version control systems like Git or GitHub enable precise rollbacks, preserving the ability to analyze faulty code. A 2022 JetBrains survey found that 92% of developers use Git, with 65% citing rollbacks as a key benefit for debugging. - Source: dev.to / about 1 month ago
GitHub - Originally founded as a project to simplify sharing code, GitHub has grown into an application used by over a million people to store over two million code repositories, making GitHub the largest code host in the world.
Browser Use - Make websites accessible for agents
Mercurial SCM - Mercurial is a free, distributed source control management tool.
VS Code - Build and debug modern web and cloud applications, by Microsoft
GitHub Desktop - GitHub Desktop is a seamless way to contribute to projects on GitHub and GitHub Enterprise.
GitKraken - The intuitive, fast, and beautiful cross-platform Git client.