AI Pulse · Frontier Labs Watch
The play
Test it on low-risk GitHub tasks in an isolated repository, with narrow permissions and human approval before any changes are merged.
DeepSeek has published dsh-superagent, an open-source research prototype for a coding agent that works on one GitHub repository. It listens to GitHub and, optionally, Feishu. When someone authorized asks it to do work, it opens a work item, uses its own agent session and directory, then replies in the original conversation, for example with a pull request. A web panel shows where a person needs to step in. The project page describes the code as research work, not an official DeepSeek product or production-ready software.
For a business, the practical point is that this is another option for building agent workflows around a team’s existing requests and rules. The prototype is designed to act only when asked or when a team-written rule permits it, and to speak when someone needs to act or can use a result. That offers a concrete model for assigning bounded work to an agent, while keeping a view of what still needs human attention. It isn’t ready to drop into a live operation without review and adaptation.
If you’re thinking about how agents should receive work, act, and involve people, this is the kind of thing we build into an AI command centre.
Your guide is ready
Check your downloads folder. If it did not open automatically, use the button below.
Download the GuideTalk it through
Talk it through with Sam
30 minutes on what a Command Centre would look like for your business.
Book a callFree daily email
Get this every morning.
This brief is one item from today's AI Pulse, the short daily read we run for ourselves on what is actually happening in AI. Subscribe free and it lands in your inbox each morning.
Free daily email
Subscribe to the daily AI Pulse
One short read every morning on what is actually happening in AI. Free.
You are in
Your first AI Pulse lands tomorrow morning. Keep an eye on your inbox.
Free Resource
Put what you just read to work
The free 32-page Working With Claude guide: the full ecosystem, Claude Code, and how to roll it out across a business.
Your guide is ready
Check your downloads folder. If it did not open automatically, use the button below.
Download the Guide