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Sliding-Window Spend Guard: the $47K Loop Per-Call Caps Miss

Sliding-Window Spend Guard for AI Agents: Catch the $47K Loop Per-Call Caps Miss A sliding-window spend guard sums what your agent has spent over the …

finopsaipythonreliability
Dev.to Jun 13, 2026, 18:19 UTC
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Model Selection for Weibull Series Systems: When Simpler Models Suffice

When can you safely use a simpler model for a series system? I ran extensive simulation studies with likelihood ratio tests to get a quantitative answ…

statisticsreliabilityweibulldistributionmodelselection
Dev.to Jun 7, 2026, 03:36 UTC
EN

Your Scraper Died at Row 12,000. The Rerun Pattern.

My scraper died at row 12,000 of 50,000, three hours in. The crash itself was cheap. A process gets OOM-killed, a quota trips, a machine reboots, it h…

pythonwebscrapingdataengineeringreliability
Dev.to Jun 5, 2026, 18:18 UTC
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Railway vs Fly.io: I Wanted More Control After Railway’s May 2026 Outage

TL;DR I no longer recommend Railway for serious production workloads after its recent pattern of incidents. Fly.io is not simpler, but it is one of th…

railwayflyiopaasreliability
Dev.to Jun 4, 2026, 08:29 UTC
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The Fire That Reached the Backups: The OVHcloud Strasbourg Data-Centre Fire, 2021

Tales from the Bare Metal — Episode 05 In the early hours of 10 March 2021, a fire began in a power room in Strasbourg. By morning an entire data cent…

postmortembackupdevopsreliability
Dev.to May 27, 2026, 06:39 UTC
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Claude Code for Canary Deployments: How I Ship to 1% of Users Before Breaking Everything

I used to ship by faith. The change passed code review, the tests went green, the deploy button was right there, and I pressed it. Most of the time it…

claudecodedevopsdeploymentreliability
Dev.to May 26, 2026, 01:18 UTC
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How to Fix Slow DNS Lookup: A Complete Troubleshooting Guide

Every connection your application makes starts with a DNS lookup. When that lookup is slow — or fails entirely — the symptoms range from vague latency…

guidesreliabilityinfrastructure
Dev.to May 17, 2026, 14:22 UTC
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Семь раз посчитай — один раз урони: моделируем инциденты до деплоя

Ракету не отправляют в космос только потому, что её двигатель и насос успешно прошли стендовые испытания по отдельности. Перед стартом инженеры рассчи…

resiliencecausalityграфыsrereliabilitymodeling
Habr May 10, 2026, 16:15 UTC

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