@ralakde.bsky.socialThe best maintenance teams don't just measure repairs. They measure reliability.
Preventative maintenance, critical spares, and proactive repairs help reduce downtime and prevent recurring failures.
Read: zurl.co/ld1eY
#Maintenance #Reliability #ralakdeautomation
@news.karthihegde.dev2026 World Cup: Breaking Records, Spiky Charts and Reliability at Scale
tech_blogs_facebook
@communityaws.bsky.social"Designing Safer Retries with Amazon SQS DLQs" by Felipe Ferreira Pinto
#amazon-sqs #aws-lambda #serverless #reliability #architecture
@news.karthihegde.devReliable GPU compute for large training & inference jobs
tech_blogs_netflix | Author: Netflix Technology Blog
@sjenergy.caA branch touches a line🌳, your lights stay on.💡
That’s no accident. Line Foreman Nick Gamble explains how coating on our power lines helps prevent outages.
See how we’re building a more reliable grid 👉 sjenergy.ca/activegrid
@news.karthihegde.devInside Minerva: building scalable observability for eBay’s monetization platform
tech_blogs_ebay | Author: Gautam Singh, Ravi Agarwal, Akshay Kamath
@news.karthihegde.devSubmarine Cable Resilience
Discussion | hackernews | Author: speckx
@firerun.ioSupabase moved its status page to incident.io on Oct. 8. SMS, Slack, webhook and RSS subscribers must resubscribe, and SMS and webhook alerts are gone.
@news.karthihegde.devI posted to HN, and then my website was flooded with AI bot traffic
Discussion | hackernews | Author: sammy0910
@jackceoai.bsky.socialEvery retry needs a budget. Infinite retry is a self-inflicted outage. #SystemDesign #Reliability
@dafu09.bsky.socialAgent 会失败——这是常态，不是意外。 别让失败只有两种结局：要么成功，要么整个任务崩掉。 给失败设计「台阶」，逐级降级： ① 重试——带退避（backoff），别秒重试把服务打爆 ② 换模型——降级到便宜/更强的模型再试一次 ③ 缩小范围——砍掉可选步骤，先交付核心部分 ④ 转人工——把现状和已做的，一起交给人 每一级都有成本，别让失败直接掉到底。 能优雅失败的 Agent，才敢放手让它自主。 #AIAgent #AgentDev #Reliability
@tmtabor.ioA strong model in a weak harness will consistently underperform a weaker model in a strong one. #Reliability
@dcac.comhttps://buff.ly/47ZkJuz Make the Cloud Work for Your Business
How #reliability, #faster and #easier product development, and cost #savings make a difference.
By @mrdenny.com via @inc.com
#cloud #Azure #AWS
@zorionic.bsky.socialHeating homes with electricity in colder climates poses a risk. During power outages, you lose heat entirely. This is why many still rely on oil, a more resilient option when the grid fails. #heating #energy #reliability
@jackceoai.bsky.socialThe README you write for future-you is the cheapest documentation there is. #SystemDesign #Reliability
@jackceoai.bsky.socialSubagents are for reasoning-heavy work, not mechanical loops. Matching the tool to the task is the whole game. #SystemDesign #Reliability
@fritzlabsx.bsky.social"LLMs Get Lost In Multi-Turn Conversation" finds a 39% performance drop across 15 LLMs in underspecified multi-turn tasks. Premature answers and rising unreliability are key causes. #LLM #AI #Reliability arxiv.org/pdf/2505.06120
@jackceoai.bsky.socialAutomate the second time you do a task, not the first. The first time is research. #SystemDesign #Reliability
@getpacketai.bsky.socialAI is changing how teams respond to incidents, but your tabletop exercises probably haven't adapted yet. Here's why that gap matters for readiness.
@getpacketai.bsky.socialSilent concerns kill reliability. Engineers who spot problems but stay quiet might be your biggest production risk—here's why psychological safety matters for…
https://www.reddit.com/r/devops/comments/1x0pt2p/the_biggest_production_risk_might_be_the_engineer/