Jellyfish

MiroFish is an open-source multi-agent prediction engine that builds simulated digital worlds from source materials such as news, policy drafts, financial signals, reports, or stories. Its workflow extracts entities and relationships into a knowledge graph, injects individual and collective memory through GraphRAG, generates agent personas and configurations, and runs parallel simulations in which agents with independent personalities, long-term memory, and behavioral logic interact and evolve. Users can describe prediction requirements in natural language, introduce variables during a simulation, chat with agents in the simulated world, and receive a generated prediction report.

TinyFish is a company and platform that provides enterprise web infrastructure for AI agents. It offers a fully serverless architecture to run hundreds of websites concurrently for tasks such as navigation, authentication, data extraction, and automating web workflows.

Flowise is a visual, low-code platform for building AI agents and agentic workflows by connecting models, components, and third-party integration nodes through a graphical interface. Its monorepo contains a Node.js backend for API logic, a React frontend, component integrations, and autogenerated Swagger API documentation. It can be installed with npm, run with Docker, deployed self-hosted, or used through Flowise Cloud. The repository is archived and its source code is released under the Apache License 2.0.

camelAI is an AI coding assistant platform built on Cloudflare Workers and Durable Objects. Each chat thread runs a coding agent in its own persistent workspace, retaining chat state and project files while providing workspace-aware tools. The platform connects to APIs, databases, email, Slack, Discord, and other services; supports application builds, notebook analysis, and SQL execution in isolated short-lived sandboxes; and provides previews and publishing through Workers for Platforms. Its agent harness is built on pi's lower-level agent-loop and state-management libraries. The agent uses native file tools and writes JavaScript rather than shell commands; Code Mode executes that JavaScript in fresh V8 isolates with explicit platform and connection methods. Project files are stored in WorkspaceFilesystem Durable Objects, using Durable Object SQLite for small files and R2 for larger ones, while Cloudflare Artifacts provides Git history. Linux sandbox containers are reserved for jobs requiring them, including builds, notebook analysis, and database queries, and credentials remain outside the execution sandbox. The platform can use Anthropic, OpenAI, OpenRouter, Bedrock, and custom model endpoints. Its repository is released under the MIT License and includes local development setup using Node.js, Bun, and a Cloudflare account.

AI Engineer is an AI engineering events and community organization operated by Software 3.0 INC. It runs flagship and regional events alongside year-round community engagement, knowledge exchange, and collaborative activities focused on practical AI engineering. Its public program includes conferences, workshops, talks, guides, and other opportunities for the global AI engineering community.