Mon Co. — internal tooling
Slack Copy Agent
SC
- Slack
- OpenAI
- GitHub API
- Node.js
A separate internal product from Holodeck: a Slack-based copy agent that lets project managers chat with a bot to revise marketing and UI copy on Mon Co. frontends. The backend uses the OpenAI API to interpret requests and the GitHub API to generate pull requests—project managers get copy updates into repos without filing eng work for every text change.
Project manager workflow
- Project managers interact in Slack—describe the copy change they need for a given project frontend.
- The agent translates natural-language edits into concrete file changes targeted at the right frontend repos.
Backend
- Backend service orchestrates OpenAI completions and repo updates—no copy edits hand-typed into code by project managers.
- Uses the GitHub API to branch, commit, and open PRs so engineering can review and merge like any other change.
Impact
- Shortened the loop for frontend copy updates—project managers could ship text changes through Slack instead of waiting on dev capacity for wording tweaks.
- Kept changes auditable via GitHub PRs rather than direct production edits or ad-hoc file patches.