**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
Timestamp Looked Authoritative, Was Wrong #reliabilityengineering #devops #sre #platformengineering
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!
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!
August 4, 2026 at 8:06 PM
Timestamp Looked Authoritative, Was Wrong #reliabilityengineering #devops #sre #platformengineering
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!
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!
Did you know that most "novel" equipment failures aren't novel?
They happened before, on another asset, and the root cause was written up in a PDF that nobody can find.
We'll cover this in our Aug 12 webinar
daax.ai/webinars/ai-...
#ReliabilityEngineering #RootCauseAnalysis #OilAndGas
They happened before, on another asset, and the root cause was written up in a PDF that nobody can find.
We'll cover this in our Aug 12 webinar
daax.ai/webinars/ai-...
#ReliabilityEngineering #RootCauseAnalysis #OilAndGas
Most Trustworthy Agentic Enterprise Search
DaaX delivers the most trustworthy, precise answers from all your data, proven by benchmarks. Query in natural language. Get verified answers instantly.
daax.ai
August 4, 2026 at 7:54 PM
Did you know that most "novel" equipment failures aren't novel?
They happened before, on another asset, and the root cause was written up in a PDF that nobody can find.
We'll cover this in our Aug 12 webinar
daax.ai/webinars/ai-...
#ReliabilityEngineering #RootCauseAnalysis #OilAndGas
They happened before, on another asset, and the root cause was written up in a PDF that nobody can find.
We'll cover this in our Aug 12 webinar
daax.ai/webinars/ai-...
#ReliabilityEngineering #RootCauseAnalysis #OilAndGas
Failure Analysis Market Size, Share | Growth Report 2035 www.marketresearchfuture.com/reports/fail...
#FailureAnalysisMarket #FailureAnalysis #QualityControl #Semiconductors #MaterialTesting #ReliabilityEngineering #IndustrialTesting #Manufacturing #Innovation #MarketGrowth
#FailureAnalysisMarket #FailureAnalysis #QualityControl #Semiconductors #MaterialTesting #ReliabilityEngineering #IndustrialTesting #Manufacturing #Innovation #MarketGrowth
Failure Analysis Market Size, Share | Growth Report 2035
Failure Analysis Market is projected to grow from USD 5.69 billion in 2025 to USD 11.48 billion by 2035, at a CAGR of 6.68% (2026–2035).
www.marketresearchfuture.com
July 14, 2026 at 10:51 AM
Failure Analysis Market Size, Share | Growth Report 2035 www.marketresearchfuture.com/reports/fail...
#FailureAnalysisMarket #FailureAnalysis #QualityControl #Semiconductors #MaterialTesting #ReliabilityEngineering #IndustrialTesting #Manufacturing #Innovation #MarketGrowth
#FailureAnalysisMarket #FailureAnalysis #QualityControl #Semiconductors #MaterialTesting #ReliabilityEngineering #IndustrialTesting #Manufacturing #Innovation #MarketGrowth
Not all assets deserve the same maintenance priority.
Identify critical equipment and optimize reliability strategies.
www.piloggroup.com/services/
#EquipmentCriticality #AssetManagement #ReliabilityEngineering #Maintenance #Operations
Identify critical equipment and optimize reliability strategies.
www.piloggroup.com/services/
#EquipmentCriticality #AssetManagement #ReliabilityEngineering #Maintenance #Operations
July 9, 2026 at 7:59 AM
Not all assets deserve the same maintenance priority.
Identify critical equipment and optimize reliability strategies.
www.piloggroup.com/services/
#EquipmentCriticality #AssetManagement #ReliabilityEngineering #Maintenance #Operations
Identify critical equipment and optimize reliability strategies.
www.piloggroup.com/services/
#EquipmentCriticality #AssetManagement #ReliabilityEngineering #Maintenance #Operations
Reliability Beyond Numbers Actionable System Improvement #reliabilityengineering #incidentresponse
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!
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!
June 24, 2026 at 12:57 PM
Reliability Beyond Numbers Actionable System Improvement #reliabilityengineering #incidentresponse
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!
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!
Don't Invest Blindly Find Product Market Fit First! #incidentresponse #sre #reliabilityengineering
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!
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!
June 20, 2026 at 12:55 PM
Don't Invest Blindly Find Product Market Fit First! #incidentresponse #sre #reliabilityengineering
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!
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!
v2.0.0 of relysam is out! Open-source reliability platform with FTA, ETA, Monte Carlo, deterministic AI, and modernized standards engines.
Transparent, free, and auditable alternative to pricey proprietary tools.
→ codeberg.org/0ai/relysam
#ReliabilityEngineering #OpenSource #AI
Transparent, free, and auditable alternative to pricey proprietary tools.
→ codeberg.org/0ai/relysam
#ReliabilityEngineering #OpenSource #AI
relysam
Core Reliability Engineering platform with AI/ML enhancements — FreeBSD optimized, GPL v3
codeberg.org
June 19, 2026 at 3:49 AM
v2.0.0 of relysam is out! Open-source reliability platform with FTA, ETA, Monte Carlo, deterministic AI, and modernized standards engines.
Transparent, free, and auditable alternative to pricey proprietary tools.
→ codeberg.org/0ai/relysam
#ReliabilityEngineering #OpenSource #AI
Transparent, free, and auditable alternative to pricey proprietary tools.
→ codeberg.org/0ai/relysam
#ReliabilityEngineering #OpenSource #AI
AI Code Generation: The Defense Gap #sre #reliabilityengineering #incidentresponse #slo #devops #ai
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!
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!
June 18, 2026 at 1:33 PM
AI Code Generation: The Defense Gap #sre #reliabilityengineering #incidentresponse #slo #devops #ai
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!
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!
AI Agents in Production Incident Investigation #sre #incidentresponse #slo #reliabilityengineering
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!
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!
June 16, 2026 at 12:52 PM
AI Agents in Production Incident Investigation #sre #incidentresponse #slo #reliabilityengineering
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!
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!
Focus on Top Incidents for Reliability #meta #sre #reliability #reliabilityengineering #devops #slo
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!
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!
June 16, 2026 at 4:51 AM
Focus on Top Incidents for Reliability #meta #sre #reliability #reliabilityengineering #devops #slo
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!
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!
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 […]
#disasterrecovery #saas #devops #dsdm #sme #incidentmanagement #reliabilityengineering #techleadership #softwareengineering #businesscontinuity (33/33)
June 10, 2026 at 4:27 AM
Oil Condition Monitoring Market Share Report, Outlook and Industry 2035 www.marketresearchfuture.com/reports/oil-...
#OilConditionMonitoring #PredictiveMaintenance #IndustrialIoT #ConditionMonitoring #AssetManagement #IndustrialAutomation #ReliabilityEngineering
#OilConditionMonitoring #PredictiveMaintenance #IndustrialIoT #ConditionMonitoring #AssetManagement #IndustrialAutomation #ReliabilityEngineering
Oil Condition Monitoring Market Share Report, Outlook and Industry 2035
Oil Condition Monitoring Market is predicted to register a CAGR of 8.24% to reach USD 4.82 Billion by 2035, Global Oil Condition Monitoring Industry Analysis By Technology, Type, Application & End Use
www.marketresearchfuture.com
June 9, 2026 at 11:10 AM
Oil Condition Monitoring Market Share Report, Outlook and Industry 2035 www.marketresearchfuture.com/reports/oil-...
#OilConditionMonitoring #PredictiveMaintenance #IndustrialIoT #ConditionMonitoring #AssetManagement #IndustrialAutomation #ReliabilityEngineering
#OilConditionMonitoring #PredictiveMaintenance #IndustrialIoT #ConditionMonitoring #AssetManagement #IndustrialAutomation #ReliabilityEngineering