LLM orchestration 2

Open standard for defining, versioning, and running AI agents natively in Git repositories. GitAgent is an open standard and framework that allows developers to define, version, and run AI agents natively within Git repositories. It extracts an agent's configuration, logic, tools, and memory into a portable, version-controlled definition, moving them out of proprietary frameworks and into files like agent.yaml and SOUL.md. This approach allows developers to treat agent prompts and logic like code, enabling branching, pull requests for reviews, and full audit trails. It is framework-agnostic, meaning a single definition can be run across various platforms including Claude Code, OpenAI, CrewAI, and OpenClaw. GitAgent also features built-in support for regulatory compliance and deterministic multi-step workflows.

Open-source workspace for building, deploying, and monitoring AI agents Sim is an open-source AI workspace for building, deploying, and managing AI agents. It enables teams to connect agents to more than 1,000 integrations and major large language models, then create workflows visually, conversationally, or with code. Sim provides tools for agent memory through knowledge bases, files, and tables, along with workflow execution, monitoring, logs, tracing, and cost visibility. It is designed for automating operational work across sales, engineering, IT, compliance, finance, and HR, with enterprise capabilities including SOC2 compliance, access control, SSO, self-hosting, and dedicated support on eligible plans.