
Going AI-Native: How We Handed Our Backlog to Agents
Five months after Opus 4.5 and GPT-5.2 landed, our backlog runs 24/7 on agent fleets, 95% of their PRs ship, and our product team organization has radically evolved.
Welcome to
At MerciYanis, we are building the Workplace Operating System, gathering all the professionals of the workspace environment in one place. Here, we share our technical discoveries, our architectures, our technological choices, and the challenges we face daily.
Latest publication
Five months after Opus 4.5 and GPT-5.2 landed, our backlog runs 24/7 on agent fleets, 95% of their PRs ship, and our product team organization has radically evolved.
All posts

Five months after Opus 4.5 and GPT-5.2 landed, our backlog runs 24/7 on agent fleets, 95% of their PRs ship, and our product team organization has radically evolved.

How we went from Slack-based error notifications and scattered Docker logs to a full-fledged observability stack in a sprint.