Capacitor

Capacitor provides a shared session layer for coding agents, enhancing team collaboration and learning. Key features include: * Shared session hand-off between different coding agents * Evaluation loop for learning from past coding mistakes * Review of pull requests with agent reasoning, not just code diffs * Centralized dashboard, CLI, and MCP tools for coding agent queries * Searchable, shareable, and vendor-neutral session stream This platform records the entire session history of coding agents, detailing what agents attempted, what team members rejected, and what ultimately succeeded. This comprehensive record allows teams to understand the "why" behind code changes, fostering a deeper understanding of development processes. It facilitates seamless collaboration, enabling developers to share session links, co-drive hosted agents, and hand off interrupted work efficiently. Capacitor allows for flexible switching between coding agents like Claude Code and Codex without losing context. If one agent encounters a problem, another can pick up the session with a recap, avoiding repeated efforts. It also transforms pull request reviews by providing the agent's reasoning alongside the code differences, offering invaluable insight into the thought process behind the changes. Furthermore, the platform helps standardize coding practices by recording lessons learned during evaluations, which then become guidance for future agent runs. Designed for engineering teams that utilize coding agents extensively, Capacitor ensures that collective knowledge is captured and leveraged. It's ideal for developers seeking to improve code quality, streamline review processes, and accelerate team learning by providing a durable, searchable record of every coding agent interaction.