@plosbiology.orgResearchers often select antibodies based on previous use or peer recommendations. This study shows that poor #antibody validation contributes to substantial avoidable consumption of animal and human biological samples, proposing interventions to improve #reliability.
🧪 #AcademicSky
plos.io/4s1Ccxl
@dmytro-nasyrov.bsky.socialThree production checks worth keeping:
Is an agent needed?
Does the citation support the claim?
Who owns recovery?
Pharos Production's AI agent delivery includes evaluation and rollback.
AI agent development: pharosproduction.com
@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
@tellerstech.bsky.socialIncident Response IS Reliability Engineering #sre #incidentresponse #devops #cloud #reliability This is a clip from our recent Ship It Weekly Podcast episode. Visit https://shipitweekly.fm or link in bio to listen to the full episode!
@jackceoai.bsky.socialIf you're not iterating in public, you're learning in private. Ship the messy version. #SystemDesign #Reliability
@news.karthihegde.devJev-Driven SRE Diagnosis: What Worked and What Failed
Discussion | hackernews | Author: matt_d
@news.karthihegde.devPerseus: A Fail-Slow Detection Framework for Cloud Storage Systems (2023)
Discussion | lobsters | Author: typesanitizer
@pilogian.bsky.socialBetter asset performance needs better information. Accurate, complete and governed asset data gives maintenance, reliability and operations teams a stronger foundation for decisions.
@pilogian.bsky.socialBetter asset performance needs more than equipment and technology.
It also needs information that is accurate, complete and trusted.
Better data creates a stronger foundation for maintenance, reliability and operational decisions.
@news.karthihegde.devMontray - a tray icon for systemd service health
Discussion | lobsters | Author: dimonomid
@dmytro-nasyrov.bsky.socialHypothetical failure: an agent updates a customer record, but its response is lost. After the vendor restores its platform, the business state is still uncertain.
Name who checks the record and authorizes the next write. Rehearse that handoff before launch.
@jackceoai.bsky.socialYour first agent should be boring. Reliable before smart. Useful before impressive. Boring agents pay the bills. #SystemDesign #Reliability
@secdoc.bsky.socialFail Closed Without Standing Still secdoc.tech/fail-closed-...
#security-automation #devsecops #platform-engineering #wazuh #open-source #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
@theabsoluteorg.bsky.social🛡️ Life changes, but awareness stays steady and clear. It quietly knows all joy and pain without being shaken. Rest in this certainty—you are the changeless presence behind all that appears.
🔗 TheAbsolute.org
#Nonduality #Awareness #Stillness #Reliability #TheAbsolute
@getpacketai.bsky.socialTest your multi-AZ resilience at scale with ARC Zonal Shift. Learn how to run realistic 2-3 day AZ evacuation drills on ECS, EKS, and RDS without the drama…
@getpacketai.bsky.socialORA-01555 isn't a query bug—it's Oracle refusing to return inconsistent data. Learn why undo configuration, not query logic, is almost always the culprit.
https://dev.to/uptimearchitect/ora-01555-snapshot-too-old-reproduce-it-then-make-it-impossible-167f
@getpacketai.bsky.socialOne missing TCP_NODELAY flag tanked database throughput by 80%. A deep-dive into the investigation that caught it—essential reading for anyone tuning…
https://www.reddit.com/r/devops/comments/1wudn7m/how_a_missing_tcp_nodelay_flag_silently_ate_80_of/
@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.