For anyone deeply invested in maintaining privacy and control over their AI development environment, using a self-hosted solution like OpenHands Agent Canvas is a game changer. From my personal experience experimenting with similar platforms, OpenHands' ability to run multiple AI coding agents such as Claude Code, Codex, and Gemini from a unified dashboard directly on your own machine stands out remarkably. Not only does it provide flexibility in how and where the agents are hosted (locally, in Docker containers, virtual machines, or cloud-based), but it also eliminates dependency on third-party cloud providers, which can be a privacy risk for sensitive projects. Setting up the environment required making sure I had Node.js 22.12.x or later and Docker installed for sandboxed deployments. The Docker option particularly appealed to me because it safely isolates the agent server while allowing filesystem access to predefined project directories. This sandboxing is crucial because running agents directly on your machine without isolation poses security risks, given agents can potentially access the entire filesystem. One highlight from my usage is the seamless integration with collaboration and productivity tools like Slack, GitHub, and Notion. The OpenHands platform allows you to automate workflows that publish reports to Slack channels, decompose GitHub issues into actionable tasks, and run scheduled or event-driven automations. This creates an efficient pipeline between AI-assisted coding tasks and team communication, truly empowering engineering teams to streamline repetitive processes. Additionally, I appreciated that the platform supports any agent compatible with the Agent-Client Protocol (ACP), affording the flexibility to switch between local, remote, and cloud-based backends without losing context. It caters well both to individuals running agents on laptops or dedicated local machines and to teams leveraging cloud infrastructure. The open-source nature means frequent updates and community support are available, which I found reassuring for maintaining stability and security. Detailed documentation, quickstart guides, and a vibrant Slack community help flatten the learning curve for newcomers. Overall, OpenHands Agent Canvas is an excellent self-hosted alternative to paid AI coding assistant platforms. It balances powerful multi-agent capabilities, integration with popular developer tools, and a focus on security and privacy. For developers seeking control and extensibility, this platform is definitely worth exploring.