Platform team plan, Q1 2027
Author: Ravi Menon (Engineering Manager, Pinecrest Labs) · Date: December 15, 2026 · Quarter: Q1 2027
Last quarter recap
We shipped SSO for enterprise workspaces and cut p95 API latency from 480 ms to 310 ms. The billing service migration slipped: 60% of accounts moved, the rest carry over. Search reindexing was dropped when two engineers moved to the EU region work.
Targets
Priorities
- Finish the billing migration and turn off the old service.
- Bring p95 latency to 250 ms on the five busiest endpoints.
- Halve on-call pages by fixing the top three alert sources.
Capacity
| Team | Headcount | Allocation |
|---|---|---|
| Platform core | 5 | 60% billing, 40% latency |
| SRE | 2 | 70% alerting, 30% on-call |
Milestones
| Milestone | Owner | Due |
|---|---|---|
| Remaining accounts migrated | Elena | February 6 |
| Old billing service off | Elena | February 27 |
| Query cache on top endpoints | Kwame | February 20 |
| Alert noise review complete | Jun | January 23 |
gantt
title Q1 2027 milestones
dateFormat YYYY-MM-DD
section Billing
Migrate remaining accounts :b1, 2027-01-05, 5w
Turn off old service :b2, after b1, 3w
section Latency
Query cache :l1, 2027-01-12, 6w
section Alerting
Alert noise review :a1, 2027-01-05, 3w
Dependencies
- Finance must sign off the invoice reconciliation report before the old billing service goes off (confirmed for February 20).
- The data team's warehouse change on January 30 touches the same tables as the migration (not yet confirmed; Ravi to follow up).
Risks
- Enterprise accounts with custom invoicing may not map to the new model. Signal: more than 5 manual fixes in the first migration batch.
- The query cache could serve stale permissions. Signal: any access test failure in staging; we will not ship without the invalidation test passing.
Not doing
- Search reindexing (moved to Q2).
- Kubernetes version upgrade, unless security requires it.
- New internal admin tooling.