Six months ago I set up OpenClaw for our 4-person development team. Here is what worked, what failed, and what I would do differently.
The setup
One OpenClaw instance, connected to our team Discord server. Four private channels (one per person) plus three shared channels (#standup, #bugs, #deployments). The agent has different personalities in each channel — more formal in #bugs, casual in personal channels.
What worked brilliantly
Standup automation. Every morning at 9, the agent asks each person three questions: what did you do yesterday, what are you doing today, any blockers. Compiles answers into a single summary posted in #standup by 9:30. We stopped having synchronous standup meetings entirely.
Deployment monitoring. Agent watches our CI/CD pipeline and posts in #deployments when builds succeed or fail. Includes a link to the relevant commit and a one-line summary of changes.
What failed
Code review. We tried having the agent do initial code reviews. The feedback was too generic to be useful — “consider adding error handling” on every PR. We went back to human reviews with the agent just summarizing the diff.
Meeting scheduling. Calendar integration was unreliable. The agent would suggest times that looked free on the calendar but were actually blocked by Zoom’s separate scheduling system. We use Calendly now.
Monthly cost for the team
About $45/month. Split four ways that is $11.25/person. The standup automation alone saves each of us 15 minutes per day. Worth it.
Reference: Stack Overflow’s developer survey has interesting data on how teams use AI tools.