| title | description |
|---|---|
Vision |
How JJHub is building the code platform for agentic engineering teams |
Autonomous development agents require us to rethink every part of how engineering teams get work done, from how we manage source control to how we execute our CI/CD pipelines. JJHub's goal is to provide engineering leaders a streamlined product to easily handhold them into this future.
Github has worked remarkably well. However, the absolute largest technology companies (like Google and Facebook) have long recognized that traditional Git cannot handle their massive volume of commits. They built custom, centralized version control systems (like Piper and Eden) specifically designed for extreme throughput.
Today, AI agents change the math for everyone. By producing code at machine speed, agents can make an extremely small startup look structurally identical to those tech giants in terms of commit volume and parallel changes. Traditional Git breaks down under this load, buried in rebase conflicts and lost context. JJHub solves these structural problems by building on top of Jujutsu (jj), offering a version control foundation that provides first-class conflict resolution, stable change IDs, and automatic rebasing. We also rethink sandboxing and CI/CD from an agentic POV to build a streamlined product for injesting data feeds like your discord chats and your products metrics and kicking off agentic workflows with them.
Agentic workflows go beyond simply writing code faster. They change who can participate in the engineering process. By providing intelligent, autonomous agents as collaborators, non-technical experts within your company can more closely contribute to the product. Product managers, designers, and domain experts can guide agents directly, dramatically improving feedback loops and reducing the translation layer between an idea and a shipped feature.
In an agentic world, CI/CD becomes table stakes. Continuous integration helped human teams move faster by catching mistakes early, but for agents, rigorous CI/CD is much more critical. Agents ultimately produce better work the more backpressure you give them. By providing immediate, deterministic feedback through tests, linters, and type checking, CI/CD safely pushes agents to generate their most useful, high-quality work without requiring constant human micromanagement.
Developing in the cloud is no longer a solo activity. We believe the best agentic teams of the future will operate entirely in the open. Imagine a shared spatial environment where teammates can watch agents develop in real-time. In this model, humans work together to steer long-running agents in the correct direction, course-correcting when necessary, and diving in for pair-programming on critical tasks.
Because agents provide such massive throughput, the limiting factor becomes human coordination. By operating closer together in shared cloud sandboxes, remote teams can create much tighter feedback loops—not just with the AI, but with each other. This high-visibility, shared collaboration is what will create the highest velocity engineering teams of the future.
JJHub is actively building the infrastructure to support this vision. By unifying version control, CI/CD, sandboxed environments, and AI agents into a single streamlined platform, we are giving teams the tools they need to transition from traditional development to the agentic era. We plan to continually enhance this tight integration, pushing the boundaries of what humans and agents can achieve together.