Berrry is a platform that enables users to create tiny, self-contained web applications using artificial intelligence. It operates as an app store where AI acts as the developer. Users can post requests to the r/BerrryComputer subreddit to initiate builds, and the service includes advanced editing, version control, and professional export features. It hosts over 6,000 live apps available for remix, and users can describe their own app idea to generate a working version in approximately 3.9 minutes on average, with no signup required.
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fractal is a tool for hierarchical agent loops with recursive self-organization, in which autonomous agent loops arrange themselves into a tree of git worktrees and spawn child nodes for separable subtasks. Hard caps on iterations, depth, children, cost and time bound each loop, and run metadata, including cost, is stored in a local SQLite database. Nodes run their agents without permission prompts by default.
Gist AI is a free Chrome extension powered by ChatGPT that summarizes websites, YouTube videos, and PDFs, including files stored on the device. It extracts key points from long content and allows users to read more of the summary source or jump to relevant segments of a YouTube video. It imposes no limit on content length.
A Python framework for building LLM-powered applications through a multi-agent paradigm. Developers set up agents, equip them with optional components such as LLMs, vector stores and tools, assign tasks, and have them exchange messages to solve problems. It works with practically any LLM and does not use LangChain.
MongoDB is a document-oriented operational database that stores data in flexible JSON-like documents. The documentation describes built-in query capabilities including geospatial search, lexical search and vector search, and the platform page lists Atlas use cases such as vector search and stream processing.
Nanocoder is an open-source coding agent built for terminal use by a community collective rather than a corporate entity. It allows users to bring their own AI model, stores code locally on the user's machine, and does not require users to owe fees or obligations to a company. It is hosted as a public repository on GitHub.
onWatch is an open-source tool developed by onllm-dev that tracks AI API quotas for services including Synthetic, Z.ai, Anthropic Claude Code, Codex, GitHub Copilot and Antigravity in real time. It functions as a lightweight background daemon that uses less than 50MB of RAM, stores data in SQLite, and provides a Material Design 3 dashboard. The tool does not collect telemetry.