Sustainable operating model

Problem

Post-launch platform operations — incident response for GCP deployments, Stripe billing escalations, connectivity failures, and release management — are currently handled ad-hoc by whoever is available. There is no defined on-call rotation, no triage severity framework, no release cadence, and no support escalation path. As user volume grows, this ad-hoc model will result in missed incidents, inconsistent response times, and burnout among the small engineering team. A sustainable operating model must be documented and adopted before the team scales.

Context

• A launch can succeed briefly even with fuzzy ownership, but deployment, billing, connectivity, and production launch integration will drift quickly without a clear model for maintenance, triage, and decision-making.
• This task is about defining who owns backlog hygiene, review standards, incidents, documentation, and the cadence for future improvements.
• Expected touchpoints include deployment automation, environment/runbook docs, billing/integration code, and ops checks, runbooks, planning docs, and team processes that currently rely too heavily on shared memory.

Possible Solutions

• A - Let the current contributors coordinate informally: low overhead, but it becomes brittle as scope and contributors grow.
• B - Recommended: define a lightweight operating model with named owners and cadences: make maintenance, incident response, prioritization, and release decisions explicit.
• C - Centralize all ownership in one person or team indefinitely: clearer in the short term, but usually unsustainable and a bottleneck.

Plan

1. Map the recurring operational decisions around deployment, billing, connectivity, and production launch integration and identify where ownership, handoff, or cadence is currently unclear.
2. Document the operating model: owners, review loops, incident or support handling, documentation upkeep, and backlog-management expectations.
3. Align the model with the actual command/docs/test surfaces that people use day to day so it is operational rather than aspirational.
4. Publish the model in the relevant planning/runbook surfaces and refine it after one real cycle of use.

Implementation Progress

Review Feedback

• [ ] Review cleared