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Production operations


Operations · Production

Operational objective — Operate Jeston as a workload with capacity, dependencies, incidents, and recovery—not as a static deployment.
A production posture for scaling, alerting, security, cost, and incident response.

Key concepts

Saturation

Queue, pool, CPU, memory

Tail latency

p95 and p99

Recovery

Time to restore

Runbook view

Evidence over assumption

Optimize the bottleneck measured in the complete topology; do not optimize framework throughput in isolation.

Operational context

Heavy systems fail at boundaries: queues fill, pools saturate, providers slow down, and tail latency grows before averages move.
Operator’s principle Production maturity is the ability to recover predictably, not the absence of incidents.

Implementation notes

Decision lens

References

Last modified on September 10, 2026