A retried request should never charge a customer twice. Idempotency keys cost about forty lines of code and delete an entire class of incident from your on-call rotation.

#distributed #api #reliability

Claude’s status page is doing the arguing for us
https://papoo.work/doc/c88aeab720fd3678
#claudenews #anthropic #claude #reliability

Toyota often arrives late to new tech, but it's a deliberate choice. The brand takes its time to ensure top quality, aiming to avoid customer issues. It's a conservative approach, prioritizing reliability over being first. #automotive #reliability

Claude’s status page is doing the arguing for us
https://papoo.work/doc/c88aeab720fd3678
#claudenews #anthropic #claude #reliability

Claude’s status page is doing the arguing for us
https://papoo.work/doc/c88aeab720fd3678
#claudenews #anthropic #claude #reliability

Claude’s status page is doing the arguing for us
https://papoo.work/doc/c88aeab720fd3678
#claudenews #anthropic #claude #reliability

Claude’s status page is doing the arguing for us
https://papoo.work/doc/c88aeab720fd3678
#claudenews #anthropic #claude #reliability

Claude’s status page is doing the arguing for us
https://papoo.work/doc/c88aeab720fd3678
#claudenews #anthropic #claude #reliability

Claude’s status page is doing the arguing for us
https://papoo.work/doc/c88aeab720fd3678
#claudenews #anthropic #claude #reliability

Claude’s status page is doing the arguing for us
https://papoo.work/doc/c88aeab720fd3678
#claudenews #anthropic #claude #reliability

😥:

“So You Want To Use OpenRouter?”, Mohamed Moustafa (mmoustafa.com/blog/so-you-...).

Via HN: news.ycombinator.com/item?id=4962...

#AI #LLMs #OpenRouter #Quantization #ModelProviders #Reliability #DeepSeek

Feature flag timeouts in Node.js edge functions aren't just networking problems—they're rollback-safety incidents. Learn how to diagnose them properly…

https://dev.to/ironspiredraven77/nodejs-notification-rollbacks-feature-flag-fetch-timeout-diagnosis-3a85

#SRE #reliability

"Beyond the Prompt: A Practical Guide to Building Reliable Frameworks using LLMs" by Sam Emmanuel Kathiravan

#reliability #llm #aws-builders #prompt-engineering #ai-assisted

Building AI agents? This engineer designed the tracing layer before writing a single line of agent code—here's why observability-first is critical when LLMs are your core product.

https://dev.to/dragosbln/putting-the-trace-before-the-loop-5hcp

#SRE #reliability

How do you validate disaster recovery at scale? See how this team used chaos engineering to test a multi-region Terraform Enterprise setup and hit…

https://aws.amazon.com/blogs/architecture/validating-multi-region-dr-for-terraform-enterprise-with-aws-fis/

#SRE #reliability

A hardening script that was supposed to secure an AWS ALB instead took it offline completely—while reporting success. A must-read post-mortem on why ordering…

https://www.reddit.com/r/devops/comments/1wazlw4/a_hardening_script_i_wrote_took_a_load_balancer/

#SRE #reliability

Your cloud shutdown automation probably isn't working—but you won't know until the bill arrives. Here's how to measure what actually…

https://dev.to/zop_8abedcc7e12/how-do-you-know-last-nights-cloud-shutdown-actually-fired-measuring-schedule-success-rate-25pl

#SRE #reliability

Both data centres thought they were primary for five minutes. The reconciliation nightmare that followed reveals why fencing and quorum are…

https://dev.to/sergey_shinder_ab2d943365/the-five-minutes-when-both-data-centres-thought-they-were-primary-47mi

#SRE #reliability

Your logs aren't missing during incidents by accident—they're being dropped silently. One team's post-mortem on building observability for the logging…

https://dev.to/sergey_shinder_ab2d943365/the-log-lines-we-lost-exactly-when-the-incident-got-big-3c4o

#SRE #reliability