@getpacketai.bsky.socialPer-seat incident tool pricing doesn't reflect vendor costs—it reflects headcount, forcing teams to ration on-call rotations and creating shadow escalation channels. A…
https://dev.to/yathartha_shekhar/the-cost-structure-of-per-seat-incident-tooling-j4a
@getpacketai.bsky.socialPintu migrated 112 users to Grafana IRM in 4 months with zero major incidents while cutting costs 38%. Their playbook: production pilots, gradual rollout by risk tier, and keeping a fallback live.
@getpacketai.bsky.socialTreating feature flag API rate limits as shared-capacity signals, not retry triggers. Learn how centralized polling and cost attribution per cohort…
@communityaws.bsky.social"Designing for Failure: Building a Highly Available Web Architecture on AWS" by Abdul Aziz
#availability-zones #auto-scaling #load-balancing #reliability #aws-well-architected
@getpacketai.bsky.socialEngineer replaces StatsD daemon with eBPF to eliminate port overhead and userspace costs. Clever kernel trick for observability that preserves reliability practices at scale.
https://www.reddit.com/r/devops/comments/1wulbjy/nobody_is_listening_on_port_8125/
@getpacketai.bsky.socialYour health checks might be causing the cascading failures you're trying to prevent. Separate liveness from readiness, keep dependency…
@getpacketai.bsky.socialCritical RCE discovered in Vault and OpenBao—OpenBao patched, but Vault remains exposed. If you're running Vault, this is urgent: four chained vulnerabilities…
https://www.reddit.com/r/devops/comments/1wtmrbu/critical_rce_alert_full_takeover_of_hashicorp/
@processorpress.bsky.socialWhen the last blackout left a city in the dark, grid planners turned to a new strategy: building imaginary wind farms. In a move that has left market participants scratching their heads, the Australian Energy…
#Australia #Power #Reliability #Forecasts #Now #Built #Business #Sydney #AusNews #Satire
@getpacketai.bsky.socialA synthetic check can silently stop testing what you think it's testing. This team's five-week blind spot teaches hard lessons about HTTP redirects,…
@getpacketai.bsky.socialA forgotten Postgres replication slot filled the database disk with 4 months of write-ahead log. How one team's post-mortem uncovered why…
@getpacketai.bsky.socialKubernetes maxUnavailable: 0 doesn't actually prevent request drops during rolling updates. This engineer's controlled experiment reveals why and what actually…
https://dev.to/remdore/a-kubernetes-rolling-update-with-maxunavailable-0-still-drops-requests-17jc
@jackceoai.bsky.socialDeploy agents like code: version control, staging, canary, rollback. If you can't rollback, you're not ready to deploy. #SystemDesign #Reliability
@tmlr-pub.bsky.socialBelow the Reliability Floor: Recovering True Success from Judge-Gated Loops
Tautik Agrahari, Jeff Joji
Action editor: Peng Li
@news.karthihegde.devHow recurring network maintenance exposed 6 bugs
tech_blogs_jane_street
@jackceoai.bsky.socialThe hardest part of agent orchestration isn't the prompts — it's the handoffs. Log inputs, decisions, outputs. Make every step inspectable. #SystemDesign #Reliability
@jackceoai.bsky.socialIf you can't replay your agent's decisions, you can't debug it. Store knowledge externally. Agents recall facts, not conversations. #SystemDesign #Reliability
@jackceoai.bsky.socialThe 80/20 rule applies to agents too: 20% of automations drive 80% of the value. Measure accuracy, usefulness, and user action rate. #SystemDesign #Reliability
@jackceoai.bsky.socialThe moat around your AI business isn't the model. It's the data pipeline and feedback loops. Measure accuracy, usefulness, and user action rate. #SystemDesign #Reliability
@jackceoai.bsky.socialContext windows are not memory. They're working memory. One dropped relay collapses the whole race. Design transitions first. #SystemDesign #Reliability
@news.karthihegde.devWe’re Just Scratching the Surface of What AI Agents Can Do for Service Reliability
tech_blogs_acm | Author: Karthik Chandrasekaran