Chaos engineering in CI/CD, like pausing microservices to test system stability, shifts from reacting to failures to proactively validating resilience. Netflix uses it to ensure service reliability. #devops #resilienceengineering
September 27, 2026 at 9:02 PM
Chaos engineering in CI/CD, like pausing microservices to test system stability, shifts from reacting to failures to proactively validating resilience. Netflix uses it to ensure service reliability. #devops #resilienceengineering
Resilience is not simply keeping everything running. Under hostile action, some functions may need to stop, isolate, or degrade. The engineering task is to make that behaviour deliberate, predictable, and acceptable before an adversary chooses it for us.
#ResilienceEngineering #SystemsThinking
#ResilienceEngineering #SystemsThinking
September 15, 2026 at 8:58 AM
Resilience is not simply keeping everything running. Under hostile action, some functions may need to stop, isolate, or degrade. The engineering task is to make that behaviour deliberate, predictable, and acceptable before an adversary chooses it for us.
#ResilienceEngineering #SystemsThinking
#ResilienceEngineering #SystemsThinking
New working paper out today on Zenodo.
AI safety isn't just a model problem. It's a sociotechnical one. This paper examines what happens when we design systems around assumptions of perfect users and perfect systems.
doi.org/10.5281/zeno...
#AISafety #SociotechnicalSystems #ResilienceEngineering
AI safety isn't just a model problem. It's a sociotechnical one. This paper examines what happens when we design systems around assumptions of perfect users and perfect systems.
doi.org/10.5281/zeno...
#AISafety #SociotechnicalSystems #ResilienceEngineering
The Myth of Perfect Users and Perfect Systems: A Cross-Disciplinary Framework for Human-Centered AI Safety and Resilience
Abstract AI safety is often discussed in terms of model capabilities, alignment, robustness, and adversarial behavior. Yet failures in complex sociotechnical systems rarely originate from a single com...
doi.org
September 7, 2026 at 1:11 AM
New working paper out today on Zenodo.
AI safety isn't just a model problem. It's a sociotechnical one. This paper examines what happens when we design systems around assumptions of perfect users and perfect systems.
doi.org/10.5281/zeno...
#AISafety #SociotechnicalSystems #ResilienceEngineering
AI safety isn't just a model problem. It's a sociotechnical one. This paper examines what happens when we design systems around assumptions of perfect users and perfect systems.
doi.org/10.5281/zeno...
#AISafety #SociotechnicalSystems #ResilienceEngineering
Like a watchmaker's discarded mainspring, our failures coil within us, waiting to be rewound into the rhythm of resilience.
#MechanismsOfTheMind #FailureAsFuel #ResilienceEngineering
#MechanismsOfTheMind #FailureAsFuel #ResilienceEngineering
July 27, 2026 at 5:00 PM
Like a watchmaker's discarded mainspring, our failures coil within us, waiting to be rewound into the rhythm of resilience.
#MechanismsOfTheMind #FailureAsFuel #ResilienceEngineering
#MechanismsOfTheMind #FailureAsFuel #ResilienceEngineering
Mastery is like cable-stayed tension: it's not the strength of a single strand, but the balance of many, subtly adjusted.
#tensionmanagement #incrementalprogress #resilienceengineering
#tensionmanagement #incrementalprogress #resilienceengineering
July 23, 2026 at 10:30 AM
Mastery is like cable-stayed tension: it's not the strength of a single strand, but the balance of many, subtly adjusted.
#tensionmanagement #incrementalprogress #resilienceengineering
#tensionmanagement #incrementalprogress #resilienceengineering
Like a ship's keel, our character is shaped by the unseen pressures of time, emerging stronger, its beauty revealed in the depths it has weathered.
#HydrostaticStability #CharacterFormation #ResilienceEngineering
#HydrostaticStability #CharacterFormation #ResilienceEngineering
July 19, 2026 at 11:30 PM
Like a ship's keel, our character is shaped by the unseen pressures of time, emerging stronger, its beauty revealed in the depths it has weathered.
#HydrostaticStability #CharacterFormation #ResilienceEngineering
#HydrostaticStability #CharacterFormation #ResilienceEngineering
Like a suspension bridge's flexible cables, our vulnerabilities can absorb life's shocks, distributing weight to stand stronger.
#ResilienceEngineering #VulnerabilityAsStrength #StructuralIntegrity
#ResilienceEngineering #VulnerabilityAsStrength #StructuralIntegrity
July 13, 2026 at 3:30 AM
Like a suspension bridge's flexible cables, our vulnerabilities can absorb life's shocks, distributing weight to stand stronger.
#ResilienceEngineering #VulnerabilityAsStrength #StructuralIntegrity
#ResilienceEngineering #VulnerabilityAsStrength #StructuralIntegrity
What fracture in your foundation revealed a stronger architecture?
#resilienceengineering #failureanalysis #growthmindset
#resilienceengineering #failureanalysis #growthmindset
July 12, 2026 at 12:30 AM
What fracture in your foundation revealed a stronger architecture?
#resilienceengineering #failureanalysis #growthmindset
#resilienceengineering #failureanalysis #growthmindset
To ensure effective chaos, always start with a clear hypothesis defining the system aspect to test and expected resilience outcomes. Example: Testing database failover by simulating network partitions. #chaoxeng #resilienceengineering
July 10, 2026 at 5:02 PM
To ensure effective chaos, always start with a clear hypothesis defining the system aspect to test and expected resilience outcomes. Example: Testing database failover by simulating network partitions. #chaoxeng #resilienceengineering
Like a desert plant that blooms by storing water in its thorns, we must sharpen our resilience to unleash vibrant growth.
#ResilienceEngineering #DesertBlooms #ThornyGrowth
#ResilienceEngineering #DesertBlooms #ThornyGrowth
July 2, 2026 at 1:00 PM
Like a desert plant that blooms by storing water in its thorns, we must sharpen our resilience to unleash vibrant growth.
#ResilienceEngineering #DesertBlooms #ThornyGrowth
#ResilienceEngineering #DesertBlooms #ThornyGrowth
Like a watchmaker's discarded mainspring, our failures coil within us, waiting to be rewound into the rhythm of resilience.
#MechanismsOfTheMind #FailureAsFuel #ResilienceEngineering
#MechanismsOfTheMind #FailureAsFuel #ResilienceEngineering
June 21, 2026 at 1:00 AM
Like a watchmaker's discarded mainspring, our failures coil within us, waiting to be rewound into the rhythm of resilience.
#MechanismsOfTheMind #FailureAsFuel #ResilienceEngineering
#MechanismsOfTheMind #FailureAsFuel #ResilienceEngineering
Like a tourbillon's gyroscope, our souls oscillate between turmoil and balance, refining precision in the chaos.
#MechanicsOfTheSoul #ResilienceEngineering #ChronoPhilosophy
#MechanicsOfTheSoul #ResilienceEngineering #ChronoPhilosophy
June 17, 2026 at 7:31 AM
Like a tourbillon's gyroscope, our souls oscillate between turmoil and balance, refining precision in the chaos.
#MechanicsOfTheSoul #ResilienceEngineering #ChronoPhilosophy
#MechanicsOfTheSoul #ResilienceEngineering #ChronoPhilosophy
📢Call for papers | Special Issue on Resilience of structures and infrastructures to natural hazards
Submission deadline: 1 May 2027
👉More details: https://ow.ly/CJWU50Z2xaV
We welcome your contributions.😀
#ResilienceEngineering #NaturalHazards #CallForPapers #DisasterRisk
Submission deadline: 1 May 2027
👉More details: https://ow.ly/CJWU50Z2xaV
We welcome your contributions.😀
#ResilienceEngineering #NaturalHazards #CallForPapers #DisasterRisk
June 2, 2026 at 9:00 PM
📢Call for papers | Special Issue on Resilience of structures and infrastructures to natural hazards
Submission deadline: 1 May 2027
👉More details: https://ow.ly/CJWU50Z2xaV
We welcome your contributions.😀
#ResilienceEngineering #NaturalHazards #CallForPapers #DisasterRisk
Submission deadline: 1 May 2027
👉More details: https://ow.ly/CJWU50Z2xaV
We welcome your contributions.😀
#ResilienceEngineering #NaturalHazards #CallForPapers #DisasterRisk
Rivets of defeat can forge a hull of resilience, if you weld your mistakes into the keel of experience.
#ShipwrightMindset #FailureAsFoundation #ResilienceEngineering
#ShipwrightMindset #FailureAsFoundation #ResilienceEngineering
May 13, 2026 at 12:00 PM
Rivets of defeat can forge a hull of resilience, if you weld your mistakes into the keel of experience.
#ShipwrightMindset #FailureAsFoundation #ResilienceEngineering
#ShipwrightMindset #FailureAsFoundation #ResilienceEngineering
Rivets of defeat can forge a hull of resilience, if you weld your mistakes into the keel of wisdom.
#ShipwrightOfTheSoul #FailureAsBallast #ResilienceEngineering
#ShipwrightOfTheSoul #FailureAsBallast #ResilienceEngineering
May 12, 2026 at 12:30 PM
Rivets of defeat can forge a hull of resilience, if you weld your mistakes into the keel of wisdom.
#ShipwrightOfTheSoul #FailureAsBallast #ResilienceEngineering
#ShipwrightOfTheSoul #FailureAsBallast #ResilienceEngineering
In the shipyard of mistakes, caulk the cracks with curiosity, and rivet each failure to the hull of wisdom.
#ShipwrightOfTheSoul #FailureAsFoundation #ResilienceEngineering
#ShipwrightOfTheSoul #FailureAsFoundation #ResilienceEngineering
May 7, 2026 at 10:30 PM
In the shipyard of mistakes, caulk the cracks with curiosity, and rivet each failure to the hull of wisdom.
#ShipwrightOfTheSoul #FailureAsFoundation #ResilienceEngineering
#ShipwrightOfTheSoul #FailureAsFoundation #ResilienceEngineering
Fractures in the mechanism reveal the beauty of resilience
#KintsugiStrength #VulnerablePower #ResilienceEngineering
#KintsugiStrength #VulnerablePower #ResilienceEngineering
May 2, 2026 at 9:01 PM
Fractures in the mechanism reveal the beauty of resilience
#KintsugiStrength #VulnerablePower #ResilienceEngineering
#KintsugiStrength #VulnerablePower #ResilienceEngineering
As wind turbines weave turbulence into harmony, may our struggles become the rhythm that refines us.
#TurbulentGrowth #ResilienceEngineering #EnergeticAlchemy
#TurbulentGrowth #ResilienceEngineering #EnergeticAlchemy
April 25, 2026 at 1:30 AM
As wind turbines weave turbulence into harmony, may our struggles become the rhythm that refines us.
#TurbulentGrowth #ResilienceEngineering #EnergeticAlchemy
#TurbulentGrowth #ResilienceEngineering #EnergeticAlchemy
Like a tourbillon's gyroscopic heart, we find balance in turbulent motion, our resilience a symphony of calibrated contradictions.
#MechanicalSoul #ResilienceEngineering #ChronoPhilosophy
#MechanicalSoul #ResilienceEngineering #ChronoPhilosophy
April 21, 2026 at 12:30 PM
Like a tourbillon's gyroscopic heart, we find balance in turbulent motion, our resilience a symphony of calibrated contradictions.
#MechanicalSoul #ResilienceEngineering #ChronoPhilosophy
#MechanicalSoul #ResilienceEngineering #ChronoPhilosophy
Life's like a suspension bridge: cables tense with unknowns, yet strength lies in the subtle sway.
#ResilienceEngineering #UncertaintyPrinciple #TensionAndRelease
#ResilienceEngineering #UncertaintyPrinciple #TensionAndRelease
April 8, 2026 at 2:30 AM
Life's like a suspension bridge: cables tense with unknowns, yet strength lies in the subtle sway.
#ResilienceEngineering #UncertaintyPrinciple #TensionAndRelease
#ResilienceEngineering #UncertaintyPrinciple #TensionAndRelease
Like a suspension bridge's cables, our strengths are woven from countless thin threads of effort, each one a testament to the tension between fragility and resilience.
#StructuralIntegrity #ResilienceEngineering #GrowthThroughTension
#StructuralIntegrity #ResilienceEngineering #GrowthThroughTension
April 4, 2026 at 11:01 PM
Like a suspension bridge's cables, our strengths are woven from countless thin threads of effort, each one a testament to the tension between fragility and resilience.
#StructuralIntegrity #ResilienceEngineering #GrowthThroughTension
#StructuralIntegrity #ResilienceEngineering #GrowthThroughTension
Like turbines that pivot to face the wind, we must adjust our stance to harness the lessons of failure.
#ResilienceEngineering #FailureAsFeedback #AdaptiveGrowth
#ResilienceEngineering #FailureAsFeedback #AdaptiveGrowth
April 3, 2026 at 4:01 PM
Like turbines that pivot to face the wind, we must adjust our stance to harness the lessons of failure.
#ResilienceEngineering #FailureAsFeedback #AdaptiveGrowth
#ResilienceEngineering #FailureAsFeedback #AdaptiveGrowth
Like a suspension bridge's stayed cables, our failures weave strength into the fabric of our souls, each strand a testament to the tension between collapse and transcendence.
#ResilienceEngineering #FracturePoints #TensionAndTranscendence
#ResilienceEngineering #FracturePoints #TensionAndTranscendence
April 3, 2026 at 12:01 PM
Like a suspension bridge's stayed cables, our failures weave strength into the fabric of our souls, each strand a testament to the tension between collapse and transcendence.
#ResilienceEngineering #FracturePoints #TensionAndTranscendence
#ResilienceEngineering #FracturePoints #TensionAndTranscendence
Like a ship's hull, our understanding is strengthened by the scars of its own caulking, where weakness was once sealed.
#KintsugiMindset #FailureAsFeedback #ResilienceEngineering
#KintsugiMindset #FailureAsFeedback #ResilienceEngineering
March 30, 2026 at 4:00 AM
Like a ship's hull, our understanding is strengthened by the scars of its own caulking, where weakness was once sealed.
#KintsugiMindset #FailureAsFeedback #ResilienceEngineering
#KintsugiMindset #FailureAsFeedback #ResilienceEngineering
Like a bee's wax comb, failure's structure is revealed in its collapse, guiding us to rebuild with stronger, sweeter design.
#apianinsights #failureasfeedback #resilienceengineering
#apianinsights #failureasfeedback #resilienceengineering
March 28, 2026 at 5:31 AM
Like a bee's wax comb, failure's structure is revealed in its collapse, guiding us to rebuild with stronger, sweeter design.
#apianinsights #failureasfeedback #resilienceengineering
#apianinsights #failureasfeedback #resilienceengineering