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Most companies commit only 30-50% of compute to Savings Plans. Out of fear, not math.
Fix: size from real daily history, account for Spot moves and expiring plans, and buy in small chunks.
Here's how to build an agent for it:
devtocash.com/blog/2026-09-2…
One line of config cut CloudWatch metric read costs ~96%.
Prometheus was polling a daily S3 metric 5,760 times a day. That was 5-6% of the AWS bill.
Fix: interval: 15m
Your monitoring has a cost too.
itnext.io/our-prometheus…
Your cloud bill says what you spent, not which feature spent it.
Discord fixed that: tag CPU profiles with the feature/endpoint running, then match to real billing.
Request counts and request time both failed as proxies.
discord.com/blog/cost-attr…
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