Inferock provides observable, accountable model inference through three modes—bring-your-own-key observability, managed serverless inference, and dedicated capacity. It lets you inspect response quality, latency, and usage, and offers non-cash service credits for qualifying failures.

Busabase is an open-source, local-first database and workspace. Agents write structured data and documents via MCP, OpenAPI, or CLI, with every change preserving its source and history so teams can review and reuse it.

AUDR provides an open specification along with Python/TypeScript SDKs, adapters, and sinks, enabling harnesses, routers, and billing systems to aggregate agent run usage and costs under a unified run ID, with data written to local disk first before connecting to any backend.

OpenBot is a desktop AI agent collaboration app where each agent has its own workspace and instructions, and agents can message each other, hand off tasks, share files, and use a built-in browser. The software itself is free, and data stays on your local computer.

Rill brings Claude Code and Codex coding agents into the browser: press ⌘E to launch a task on any page, and the agent will match your project and report back on progress. It also supports AI tab grouping, web page Q&A, and multi-tab comparison. The software is free, AI features rely on your own coding agent subscription, and it currently supports only macOS 14 and above on Apple silicon.

CoreSpeed provides a unified MCP access point that brings connectors like Gmail, Slack, Notion, and GitHub, built-in search and generation tools, agent memory, and plain-English policy approvals together in one interface—and lets you carry them across different agents.

RunPod is a GPU cloud computing platform designed for AI workloads, offering elastic GPU instances and serverless inference services billed by the second. Users can rent GPUs at low cost to train models or deploy inference endpoints, making it a popular compute source for AI developers and startup teams.

Bitbucket is Atlassian's Git code hosting platform that provides code repositories, Pull Request collaborative reviews, CI/CD (Pipelines), and other capabilities. It integrates deeply with Atlassian tools such as Jira and Confluence, making it a mainstream choice for development teams using the Atlassian ecosystem.

Google AI Studio is a web-based development tool provided by Google that lets developers quickly try out and debug Gemini models, write prompts, adjust parameters, generate API keys, and integrate model capabilities into their own applications. It's the starting point for entering the Gemini ecosystem.