
Rebalance shards across servers in production: 265k objects in 12s
Rebalance shards across servers without hand-rolling a solver. Meta's Rebalancer places 265k objects in 12s p99 — and the MIP it replaces needs 848M variables.

Rebalance shards across servers without hand-rolling a solver. Meta's Rebalancer places 265k objects in 12s p99 — and the MIP it replaces needs 848M variables.

Your p99 got worse after a kernel upgrade and nothing else changed? That is an EEVDF latency regression. Meta cut p99 28% with a two-pool sched_ext policy.

A zero downtime database migration is five feature-flagged phases, not a cutover. P95 said 4x slower, P90 said 17x, and the comparison code took a region down.

Run Kubernetes on bare metal and four integrations become yours: node identity, LoadBalancer IPs, provisioning, storage. Oxide shipped three; one is blocked.

Docker Swarm vs Kubernetes: a live SaaS runs for $166/year with zero crashes in 10 years, while the average Kubernetes cluster wastes 87% of its CPU.