**Replication supports availability. Backups support recovery from damage. Neither replaces the other.**
#PostgreSQL #Backup #DisasterRecovery #DatabaseAdministration #ReliabilityEngineering
#PostgreSQL #Backup #DisasterRecovery #DatabaseAdministration #ReliabilityEngineering
October 21, 2026 at 5:34 AM
**Replication supports availability. Backups support recovery from damage. Neither replaces the other.**
#PostgreSQL #Backup #DisasterRecovery #DatabaseAdministration #ReliabilityEngineering
#PostgreSQL #Backup #DisasterRecovery #DatabaseAdministration #ReliabilityEngineering
Prime Day 2026: 2.3 quadrillion ElastiCache requests/day, 192M DynamoDB req/sec, 2.3T Lambda invocations/day.
The prep work: 44K Fault Injection experiments run ahead of time so nothing broke when it mattered.
#AWS #ReliabilityEngineering
ift.tt/tJaZ7yI
The prep work: 44K Fault Injection experiments run ahead of time so nothing broke when it mattered.
#AWS #ReliabilityEngineering
ift.tt/tJaZ7yI
October 13, 2026 at 4:05 PM
Prime Day 2026: 2.3 quadrillion ElastiCache requests/day, 192M DynamoDB req/sec, 2.3T Lambda invocations/day.
The prep work: 44K Fault Injection experiments run ahead of time so nothing broke when it mattered.
#AWS #ReliabilityEngineering
ift.tt/tJaZ7yI
The prep work: 44K Fault Injection experiments run ahead of time so nothing broke when it mattered.
#AWS #ReliabilityEngineering
ift.tt/tJaZ7yI
Your cloud provider goes down. Your payments don’t.
When GCP had a 4-hour outage, Form3 kept payments flowing by treating the entire cloud provider as an Availability Zone.
🔗 Watch now: buff.ly/xY2BBE2
#SystemArchitecture #DistributedSystems #CloudNative #GCP #ReliabilityEngineering #InfoQ
When GCP had a 4-hour outage, Form3 kept payments flowing by treating the entire cloud provider as an Availability Zone.
🔗 Watch now: buff.ly/xY2BBE2
#SystemArchitecture #DistributedSystems #CloudNative #GCP #ReliabilityEngineering #InfoQ
October 2, 2026 at 2:40 PM
Your cloud provider goes down. Your payments don’t.
When GCP had a 4-hour outage, Form3 kept payments flowing by treating the entire cloud provider as an Availability Zone.
🔗 Watch now: buff.ly/xY2BBE2
#SystemArchitecture #DistributedSystems #CloudNative #GCP #ReliabilityEngineering #InfoQ
When GCP had a 4-hour outage, Form3 kept payments flowing by treating the entire cloud provider as an Availability Zone.
🔗 Watch now: buff.ly/xY2BBE2
#SystemArchitecture #DistributedSystems #CloudNative #GCP #ReliabilityEngineering #InfoQ
Teams have long designed for system uncertainty. What changes when core parts of the stack are probabilistic by nature? Hear Noble Ackerson’s take.
dcstateofthestack.org
#ReliabilityEngineering #AI #SoftwareDelivery
dcstateofthestack.org
#ReliabilityEngineering #AI #SoftwareDelivery
DC State of the Stack 2026
DC State of the Stack 2026 — Shipping Software in the Age of AI. September 16-17, 2026 in Washington, DC.
dcstateofthestack.org
September 10, 2026 at 1:45 PM
Teams have long designed for system uncertainty. What changes when core parts of the stack are probabilistic by nature? Hear Noble Ackerson’s take.
dcstateofthestack.org
#ReliabilityEngineering #AI #SoftwareDelivery
dcstateofthestack.org
#ReliabilityEngineering #AI #SoftwareDelivery
Resume is now updated, reconfigured, and reformatted to highlight my #reliabilityengineering and #processengineering experience in a new #analytics light. Probably should have done this before I applied to all those jobs…
September 3, 2026 at 9:32 PM
Resume is now updated, reconfigured, and reformatted to highlight my #reliabilityengineering and #processengineering experience in a new #analytics light. Probably should have done this before I applied to all those jobs…
I spent the entire day updating my #linkedin profile, re-phrasing things to reflect my #reliabilityengineering experience but also to highlight the #analysis work I’ve done.
• Updated projects going back 10 years,
• Updated all job position descriptions,
• Put some substance to my 19 years of […]
• Updated projects going back 10 years,
• Updated all job position descriptions,
• Put some substance to my 19 years of […]
Original post on dmv.community
dmv.community
September 2, 2026 at 11:30 PM
I spent the entire day updating my #linkedin profile, re-phrasing things to reflect my #reliabilityengineering experience but also to highlight the #analysis work I’ve done.
• Updated projects going back 10 years,
• Updated all job position descriptions,
• Put some substance to my 19 years of […]
• Updated projects going back 10 years,
• Updated all job position descriptions,
• Put some substance to my 19 years of […]
Analyze arbitrary-censored time-to-event data with OriginPro2026b’s updated Reliability and Survival Analysis app. www.originlab.com/fileExchange....
#ArbitraryCensoring #CensoredData #SurvivalAnalysis #ReliabilityEngineering #LifetimeDataAnalysis #OriginPro #OriginPro2026b
#ArbitraryCensoring #CensoredData #SurvivalAnalysis #ReliabilityEngineering #LifetimeDataAnalysis #OriginPro #OriginPro2026b
August 31, 2026 at 2:16 PM
Analyze arbitrary-censored time-to-event data with OriginPro2026b’s updated Reliability and Survival Analysis app. www.originlab.com/fileExchange....
#ArbitraryCensoring #CensoredData #SurvivalAnalysis #ReliabilityEngineering #LifetimeDataAnalysis #OriginPro #OriginPro2026b
#ArbitraryCensoring #CensoredData #SurvivalAnalysis #ReliabilityEngineering #LifetimeDataAnalysis #OriginPro #OriginPro2026b
👨💻The best incident responder isn't always the most technical person in the room.
Read More 👉 resources.callgoose.com/blog/why-tec...
#CallgooseSQIBS #MTTR #TechOps #ReliabilityEngineering #DevOps #MTTA #SRE #OnCallManagement #DecisionMaking #ITAutomation #Automation #CloudOps #Incident
Read More 👉 resources.callgoose.com/blog/why-tec...
#CallgooseSQIBS #MTTR #TechOps #ReliabilityEngineering #DevOps #MTTA #SRE #OnCallManagement #DecisionMaking #ITAutomation #Automation #CloudOps #Incident
August 31, 2026 at 5:33 AM
👨💻The best incident responder isn't always the most technical person in the room.
Read More 👉 resources.callgoose.com/blog/why-tec...
#CallgooseSQIBS #MTTR #TechOps #ReliabilityEngineering #DevOps #MTTA #SRE #OnCallManagement #DecisionMaking #ITAutomation #Automation #CloudOps #Incident
Read More 👉 resources.callgoose.com/blog/why-tec...
#CallgooseSQIBS #MTTR #TechOps #ReliabilityEngineering #DevOps #MTTA #SRE #OnCallManagement #DecisionMaking #ITAutomation #Automation #CloudOps #Incident
I build Tabwell. In the 1.1 recovery generation, a Restore click is intent—not a receipt. Current 1.1.1 hardening keeps result and cleanup states explicit: snapshot, requested/opened tabs, retry safety. If the outcome is unclear, inspect the windows; don’t repeat it. #ReliabilityEngineering
August 25, 2026 at 11:15 PM
I build Tabwell. In the 1.1 recovery generation, a Restore click is intent—not a receipt. Current 1.1.1 hardening keeps result and cleanup states explicit: snapshot, requested/opened tabs, retry safety. If the outcome is unclear, inspect the windows; don’t repeat it. #ReliabilityEngineering
Complex stress patterns emerge in multi chip 2.5D designs. Stiffening one area can transfer stress, risking delamination or solder bond failure. Electromigration also rises with current density, impacting interconnect longevity. #ReliabilityEngineering #ThermalManagement
August 22, 2026 at 10:03 PM
Complex stress patterns emerge in multi chip 2.5D designs. Stiffening one area can transfer stress, risking delamination or solder bond failure. Electromigration also rises with current density, impacting interconnect longevity. #ReliabilityEngineering #ThermalManagement
A key lesson from the GitHub outage of August 17 is retry storms. When thousands of clients retry failing requests in sync they can knock out load balancers. Exponential backoff with jitter is one of the cheapest reliability patterns available
#ReliabilityEngineering #Backoff #DistributedSystems
#ReliabilityEngineering #Backoff #DistributedSystems
August 20, 2026 at 3:05 AM
A key lesson from the GitHub outage of August 17 is retry storms. When thousands of clients retry failing requests in sync they can knock out load balancers. Exponential backoff with jitter is one of the cheapest reliability patterns available
#ReliabilityEngineering #Backoff #DistributedSystems
#ReliabilityEngineering #Backoff #DistributedSystems
The incident report is out
www.githubstatus.com/incidents/zk...
#GitHub #DevOps #CloudComputing #DistributedSystems #ReliabilityEngineering #SRE #SoftwareEngineering #CloudArchitecture
www.githubstatus.com/incidents/zk...
#GitHub #DevOps #CloudComputing #DistributedSystems #ReliabilityEngineering #SRE #SoftwareEngineering #CloudArchitecture
Incident with GitHub.com
GitHub's Status Page - Incident with GitHub.com.
www.githubstatus.com
August 19, 2026 at 3:09 PM
Spacecraft controls don’t get a second chance — every input must be reliable, clean, and redundant. 🚀🔘
know more:zurl.co/05xP9
#SmidnyaTechnologies #SpaceTech #AerospaceComponents #SealedSwitches #LowOutgassing #Spacecraft #ReliabilityEngineering #Redundancy #Avionics
know more:zurl.co/05xP9
#SmidnyaTechnologies #SpaceTech #AerospaceComponents #SealedSwitches #LowOutgassing #Spacecraft #ReliabilityEngineering #Redundancy #Avionics
March 8, 2026 at 10:00 AM
Spacecraft controls don’t get a second chance — every input must be reliable, clean, and redundant. 🚀🔘
know more:zurl.co/05xP9
#SmidnyaTechnologies #SpaceTech #AerospaceComponents #SealedSwitches #LowOutgassing #Spacecraft #ReliabilityEngineering #Redundancy #Avionics
know more:zurl.co/05xP9
#SmidnyaTechnologies #SpaceTech #AerospaceComponents #SealedSwitches #LowOutgassing #Spacecraft #ReliabilityEngineering #Redundancy #Avionics
Google SREs reveal how search handled record World Cup traffic spike: Google's Search Reliability team discusses challenges, strategies, and successes in maintaining service during peak events. #GoogleSRE #WorldCup #SearchEngine #TechNews #ReliabilityEngineering
Google SREs reveal how search handled record World Cup traffic spike
Google's Search Reliability team discusses challenges, strategies, and successes in maintaining service during peak events.
ppc.land
December 24, 2024 at 4:12 PM
Google SREs reveal how search handled record World Cup traffic spike: Google's Search Reliability team discusses challenges, strategies, and successes in maintaining service during peak events. #GoogleSRE #WorldCup #SearchEngine #TechNews #ReliabilityEngineering
Google SREs reveal how search handled record World Cup traffic spike: Google's Search Reliability team discusses challenges, strategies, and successes in maintaining service during peak events. #GoogleSRE #WorldCup #SearchEngine #TechNews #ReliabilityEngineering
Google SREs reveal how search handled record World Cup traffic spike
Google's Search Reliability team discusses challenges, strategies, and successes in maintaining service during peak events.
ppc.land
December 24, 2024 at 4:12 PM
Google SREs reveal how search handled record World Cup traffic spike: Google's Search Reliability team discusses challenges, strategies, and successes in maintaining service during peak events. #GoogleSRE #WorldCup #SearchEngine #TechNews #ReliabilityEngineering
Had a recruiter reach out to me on #linkedin the other day about a #reliabilityengineering job in my area - which isn’t all that common. Except:
• it’s in Herndon, VA, which is probably 1hr+ away during rush hour
• it’s for a #datacenter
• it’s for #amazon.
I didn’t even read the whole thing […]
• it’s in Herndon, VA, which is probably 1hr+ away during rush hour
• it’s for a #datacenter
• it’s for #amazon.
I didn’t even read the whole thing […]
Original post on toot.community
toot.community
June 14, 2026 at 1:07 PM
Had a recruiter reach out to me on #linkedin the other day about a #reliabilityengineering job in my area - which isn’t all that common. Except:
• it’s in Herndon, VA, which is probably 1hr+ away during rush hour
• it’s for a #datacenter
• it’s for #amazon.
I didn’t even read the whole thing […]
• it’s in Herndon, VA, which is probably 1hr+ away during rush hour
• it’s for a #datacenter
• it’s for #amazon.
I didn’t even read the whole thing […]
🔔 Too many alerts. Too little time.
🔗 Read the full blog: www.callgoose.com/u/WE
#AutomationPlatform #DigitalOperations #ReliabilityEngineering #Observability #AIOps #SaaSTools #OpsEfficiency #ITAutomation #EscalationManagement #RealTimeAlerts #OnCallAutomation
🔗 Read the full blog: www.callgoose.com/u/WE
#AutomationPlatform #DigitalOperations #ReliabilityEngineering #Observability #AIOps #SaaSTools #OpsEfficiency #ITAutomation #EscalationManagement #RealTimeAlerts #OnCallAutomation
June 30, 2025 at 8:22 AM
🔔 Too many alerts. Too little time.
🔗 Read the full blog: www.callgoose.com/u/WE
#AutomationPlatform #DigitalOperations #ReliabilityEngineering #Observability #AIOps #SaaSTools #OpsEfficiency #ITAutomation #EscalationManagement #RealTimeAlerts #OnCallAutomation
🔗 Read the full blog: www.callgoose.com/u/WE
#AutomationPlatform #DigitalOperations #ReliabilityEngineering #Observability #AIOps #SaaSTools #OpsEfficiency #ITAutomation #EscalationManagement #RealTimeAlerts #OnCallAutomation
Hierarchy, consensus, adversarial debate, and reality show knock-outs. We can design more reliable multi-agent systems with inspiration from human systems but there are fundamental differences and workarounds.
#ai #llm #systemDesign #reliabilityEngineering
blog.alexewerlof.com/p/multi-agen...
#ai #llm #systemDesign #reliabilityEngineering
blog.alexewerlof.com/p/multi-agen...
Multi-Agent System Reliability
4 patterns to tame multi-agent systems for reliability
blog.alexewerlof.com
February 19, 2026 at 9:27 PM
Hierarchy, consensus, adversarial debate, and reality show knock-outs. We can design more reliable multi-agent systems with inspiration from human systems but there are fundamental differences and workarounds.
#ai #llm #systemDesign #reliabilityEngineering
blog.alexewerlof.com/p/multi-agen...
#ai #llm #systemDesign #reliabilityEngineering
blog.alexewerlof.com/p/multi-agen...
Is the CRE essential for senior engineers? 🤔
The ASQ CRE Certification proves expertise in:
✔ Reliability modeling
✔ Risk analysis
✔ Failure prevention
Deep dive here 👇
www.linkedin.com/pulse/asq-cr...
#CRE #ASQCRE #ReliabilityEngineering #EngineeringCareer
The ASQ CRE Certification proves expertise in:
✔ Reliability modeling
✔ Risk analysis
✔ Failure prevention
Deep dive here 👇
www.linkedin.com/pulse/asq-cr...
#CRE #ASQCRE #ReliabilityEngineering #EngineeringCareer
Is ASQ CRE Essential? A Deep Dive for Senior Engineers
The ASQ Certified Reliability Engineer (CRE) certification validates a professional’s expertise in reliability engineering principles and practices. For senior engineers operating in complex industria...
www.linkedin.com
March 3, 2026 at 6:19 AM
Is the CRE essential for senior engineers? 🤔
The ASQ CRE Certification proves expertise in:
✔ Reliability modeling
✔ Risk analysis
✔ Failure prevention
Deep dive here 👇
www.linkedin.com/pulse/asq-cr...
#CRE #ASQCRE #ReliabilityEngineering #EngineeringCareer
The ASQ CRE Certification proves expertise in:
✔ Reliability modeling
✔ Risk analysis
✔ Failure prevention
Deep dive here 👇
www.linkedin.com/pulse/asq-cr...
#CRE #ASQCRE #ReliabilityEngineering #EngineeringCareer
Company-wide SLO Framework for Every Service
https://beefed.ai/en/slo-framework-for-every-service
#SLOs #ServiceLevelObjectives #ErrorBudget #ReliabilityEngineering #Observability
https://beefed.ai/en/slo-framework-for-every-service
#SLOs #ServiceLevelObjectives #ErrorBudget #ReliabilityEngineering #Observability
Company-wide SLO Framework for Every Service
beefed.ai
June 5, 2026 at 9:17 PM
Company-wide SLO Framework for Every Service
https://beefed.ai/en/slo-framework-for-every-service
#SLOs #ServiceLevelObjectives #ErrorBudget #ReliabilityEngineering #Observability
https://beefed.ai/en/slo-framework-for-every-service
#SLOs #ServiceLevelObjectives #ErrorBudget #ReliabilityEngineering #Observability
🚀 We're hiring a Reliability Engineer in Varese! Excel in a role that ensures quality and efficiency. Join our team and make an impact! #EngineeringJobs #VareseCareers #ReliabilityEngineering educativ.net/jobs/job/308...
January 29, 2025 at 4:10 AM
🚀 We're hiring a Reliability Engineer in Varese! Excel in a role that ensures quality and efficiency. Join our team and make an impact! #EngineeringJobs #VareseCareers #ReliabilityEngineering educativ.net/jobs/job/308...
🔧 Join our team! Hiring a DTM Reliability Engineer in Dalian, CHN. Ready to elevate your career in a dynamic environment? Apply now! #EngineeringJobs #DalianCareers #ReliabilityEngineering educativ.net/jobs/job/301...
January 20, 2025 at 12:10 PM
🔧 Join our team! Hiring a DTM Reliability Engineer in Dalian, CHN. Ready to elevate your career in a dynamic environment? Apply now! #EngineeringJobs #DalianCareers #ReliabilityEngineering educativ.net/jobs/job/301...
Most debugging sessions end the same way Netflix shows do, unsatisfied.
Discover how closing the loop prevents repeat episodes.
jeffbailey.us/blog/2025/12...
#Debugging #SoftwareDevelopment #EngineeringPrinciples #SystemThinking #Observability #ReliabilityEngineering
Discover how closing the loop prevents repeat episodes.
jeffbailey.us/blog/2025/12...
#Debugging #SoftwareDevelopment #EngineeringPrinciples #SystemThinking #Observability #ReliabilityEngineering
Fundamentals of Software Debugging
Software debugging fundamentals for developers: mental models, evidence-driven workflows, observability signals, and practical techniques for finding root causes fast.
jeffbailey.us
December 30, 2025 at 7:03 PM
Most debugging sessions end the same way Netflix shows do, unsatisfied.
Discover how closing the loop prevents repeat episodes.
jeffbailey.us/blog/2025/12...
#Debugging #SoftwareDevelopment #EngineeringPrinciples #SystemThinking #Observability #ReliabilityEngineering
Discover how closing the loop prevents repeat episodes.
jeffbailey.us/blog/2025/12...
#Debugging #SoftwareDevelopment #EngineeringPrinciples #SystemThinking #Observability #ReliabilityEngineering
Your dashboard says green. Your users say slow. Guess who’s right.
jeffbailey.us/blog/2025/12...
#SoftwarePerformance #DistributedSystems #PerformanceEngineering #Latency #Observability #ReliabilityEngineering #SiteReliability #BackendEngineering #DeveloperEducation #SoftwareArchitecture
jeffbailey.us/blog/2025/12...
#SoftwarePerformance #DistributedSystems #PerformanceEngineering #Latency #Observability #ReliabilityEngineering #SiteReliability #BackendEngineering #DeveloperEducation #SoftwareArchitecture
Fundamentals of Software Performance
End-to-end software performance fundamentals: latency, throughput, percentiles, bottlenecks, and measuring user-perceived speed without breaking reliability.
jeffbailey.us
December 20, 2025 at 2:27 AM
Your dashboard says green. Your users say slow. Guess who’s right.
jeffbailey.us/blog/2025/12...
#SoftwarePerformance #DistributedSystems #PerformanceEngineering #Latency #Observability #ReliabilityEngineering #SiteReliability #BackendEngineering #DeveloperEducation #SoftwareArchitecture
jeffbailey.us/blog/2025/12...
#SoftwarePerformance #DistributedSystems #PerformanceEngineering #Latency #Observability #ReliabilityEngineering #SiteReliability #BackendEngineering #DeveloperEducation #SoftwareArchitecture