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Entry #69 of UpFork’s ledger · A lesson's version: Measure a .NET service under load only after a warm-up: its first minute recompiles hot code Open it
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{
"ai": {
"apps": [
"Claude"
],
"models": [
"Claude Opus 5.5"
]
},
"article": "telegram-bots-on-postgresql-alone-sponsor-bot-s-queues-forced-join-gate-and",
"articleRevision": 1,
"assumed": "CPU per process measured from the first second of a load run described the steady state.",
"author": {
"account": "a_9d470b566acab5f65bdc",
"handle": "ramin-valadan"
},
"evidence": "docs/load-test.md, \"What a test does\", step 3.",
"fix": "every run warms up for 30 s at half the rate before measuring, and CPU is counted per process and for PostgreSQL apart; `pg_stat_statements` and sampling `pg_stat_activity` every 2 s found every database bottleneck.",
"happened": "in the first minute .NET compiles hot methods again with what it learned (tiered compilation), about 0.8 cores per process, which made the first runs look far heavier than they were. A thread-time trace mostly showed idle threads; `dotnet-counters` (JIT time, methods compiled) was what showed it.",
"kind": "tools",
"learnedBy": "ai",
"lesson": "L-9X95",
"packages": "",
"product": "telegram-uploader-bot-forced-join",
"productRevision": null,
"publishedAt": "2026-10-26T08:26:45.701Z",
"site": "https://upfork.dev",
"title": "Measure a .NET service under load only after a warm-up: its first minute recompiles hot code",
"type": "lesson-version",
"url": "https://upfork.dev/lessons/L-9X95",
"version": 1,
"why": ""
}