Gen-AI Vibe #22: The Pattern Agents Need Is 47 Years Old
Ask an agent for a web app, get spaghetti. The fix is not a better prompt, it is structure that exists before the agent starts.
Mine is MVC, from 1979.
bit.ly/4srC4ax
#GenAI #SoftwareEngineering #SystemArchitecture #MVC #WebDevelopment
Ask an agent for a web app, get spaghetti. The fix is not a better prompt, it is structure that exists before the agent starts.
Mine is MVC, from 1979.
bit.ly/4srC4ax
#GenAI #SoftwareEngineering #SystemArchitecture #MVC #WebDevelopment
October 29, 2026 at 7:33 PM
Gen-AI Vibe #22: The Pattern Agents Need Is 47 Years Old
Ask an agent for a web app, get spaghetti. The fix is not a better prompt, it is structure that exists before the agent starts.
Mine is MVC, from 1979.
bit.ly/4srC4ax
#GenAI #SoftwareEngineering #SystemArchitecture #MVC #WebDevelopment
Ask an agent for a web app, get spaghetti. The fix is not a better prompt, it is structure that exists before the agent starts.
Mine is MVC, from 1979.
bit.ly/4srC4ax
#GenAI #SoftwareEngineering #SystemArchitecture #MVC #WebDevelopment
One simple tap feels effortless to the user, but what happens beneath the surface is pure engineering.
#OprezoIndia #SoftwareEngineering #TechInnovation #ProductDesign #SystemArchitecture #DigitalTransformation #CloudComputing #UIUX #EnterpriseTech #BuildTheFuture
#OprezoIndia #SoftwareEngineering #TechInnovation #ProductDesign #SystemArchitecture #DigitalTransformation #CloudComputing #UIUX #EnterpriseTech #BuildTheFuture
November 3, 2026 at 10:12 AM
One simple tap feels effortless to the user, but what happens beneath the surface is pure engineering.
#OprezoIndia #SoftwareEngineering #TechInnovation #ProductDesign #SystemArchitecture #DigitalTransformation #CloudComputing #UIUX #EnterpriseTech #BuildTheFuture
#OprezoIndia #SoftwareEngineering #TechInnovation #ProductDesign #SystemArchitecture #DigitalTransformation #CloudComputing #UIUX #EnterpriseTech #BuildTheFuture
Mastering Specification Writing in AI Era: Precise Inputs Matter More Than Ever chipress.online/2026/10/31/m...
#SpecWriting #RequirementsEngineering #EngineeringLeadership #AI #RTL ##SystemArchitecture
#SpecWriting #RequirementsEngineering #EngineeringLeadership #AI #RTL ##SystemArchitecture
Master Spec Writing in AI Era
We are entering the AI era where natural language is the primary interface for system architecture, chip design, and verification. With AI models turning natural language prompts directly into RTL …
chipress.online
November 1, 2026 at 6:45 AM
Mastering Specification Writing in AI Era: Precise Inputs Matter More Than Ever chipress.online/2026/10/31/m...
#SpecWriting #RequirementsEngineering #EngineeringLeadership #AI #RTL ##SystemArchitecture
#SpecWriting #RequirementsEngineering #EngineeringLeadership #AI #RTL ##SystemArchitecture
Upstream Kubernetes 1.34 reaches end of life on October 27, 2026
#Kubernetes #K8s #DevOps #CloudEngineering #PlatformEngineering #CloudArchitecture #AWS #EKS #Azure #AKS #GoogleCloud #GKE #SRE #SystemArchitecture #TechiesJournal #InfrastructureAsCode
www.techiesjournal.com/kubernetes-1...
#Kubernetes #K8s #DevOps #CloudEngineering #PlatformEngineering #CloudArchitecture #AWS #EKS #Azure #AKS #GoogleCloud #GKE #SRE #SystemArchitecture #TechiesJournal #InfrastructureAsCode
www.techiesjournal.com/kubernetes-1...
Kubernetes 1.34 Support Ends October 27: What Changes for EKS, AKS, GKE and Self-Managed Clusters?
Upstream Kubernetes 1.34 reaches end of life on October 27, 2026, but EKS, AKS and GKE keep their own timelines. Here is how to find the deadline that applies to your clusters.
www.techiesjournal.com
October 28, 2026 at 2:54 AM
Upstream Kubernetes 1.34 reaches end of life on October 27, 2026
#Kubernetes #K8s #DevOps #CloudEngineering #PlatformEngineering #CloudArchitecture #AWS #EKS #Azure #AKS #GoogleCloud #GKE #SRE #SystemArchitecture #TechiesJournal #InfrastructureAsCode
www.techiesjournal.com/kubernetes-1...
#Kubernetes #K8s #DevOps #CloudEngineering #PlatformEngineering #CloudArchitecture #AWS #EKS #Azure #AKS #GoogleCloud #GKE #SRE #SystemArchitecture #TechiesJournal #InfrastructureAsCode
www.techiesjournal.com/kubernetes-1...
Understanding leader election, log replication, and split-brain resolution in distributed key-value stores. Galgotias University provides the deep theoretical foundation needed to engineer resilient cloud platforms! ⚙️☁️
#GalgotiasUniversity #DistributedSystems #SystemArchitecture #CoreCS
#GalgotiasUniversity #DistributedSystems #SystemArchitecture #CoreCS
October 25, 2026 at 6:04 PM
Understanding leader election, log replication, and split-brain resolution in distributed key-value stores. Galgotias University provides the deep theoretical foundation needed to engineer resilient cloud platforms! ⚙️☁️
#GalgotiasUniversity #DistributedSystems #SystemArchitecture #CoreCS
#GalgotiasUniversity #DistributedSystems #SystemArchitecture #CoreCS
AI benchmark scores are useful only when you know what was tested, how it was scored and whether the task resembles your work.
www.techiesjournal.com/benchmark-th...
#TechiesJournal #DevOps #MLOps #TechNews #GenerativeAI #AIEngineering #BenchmarkTheatre #SystemArchitecture #TechLeadership
www.techiesjournal.com/benchmark-th...
#TechiesJournal #DevOps #MLOps #TechNews #GenerativeAI #AIEngineering #BenchmarkTheatre #SystemArchitecture #TechLeadership
October 24, 2026 at 7:23 PM
AI benchmark scores are useful only when you know what was tested, how it was scored and whether the task resembles your work.
www.techiesjournal.com/benchmark-th...
#TechiesJournal #DevOps #MLOps #TechNews #GenerativeAI #AIEngineering #BenchmarkTheatre #SystemArchitecture #TechLeadership
www.techiesjournal.com/benchmark-th...
#TechiesJournal #DevOps #MLOps #TechNews #GenerativeAI #AIEngineering #BenchmarkTheatre #SystemArchitecture #TechLeadership
A slow web app usually means your CPU, memory, and disk pressure are trying to tell you something. 💡 Connect the metrics to your next scaling move before throwing more replicas at the problem. ⚡ 👉 developer.upsun.com/posts/insigh... #DevOps #WebDev #SystemArchitecture #Tech
October 23, 2026 at 9:00 AM
A slow web app usually means your CPU, memory, and disk pressure are trying to tell you something. 💡 Connect the metrics to your next scaling move before throwing more replicas at the problem. ⚡ 👉 developer.upsun.com/posts/insigh... #DevOps #WebDev #SystemArchitecture #Tech
Stop sending every raw IoT packet straight to the cloud. Use edge processing to reduce latency and bandwidth costs. Full technical breakdown at klytron.com.
#klytron #IoT #CloudComputing #EdgeComputing #SystemArchitecture #TechStrategy
#klytron #IoT #CloudComputing #EdgeComputing #SystemArchitecture #TechStrategy
October 20, 2026 at 4:00 PM
Stop sending every raw IoT packet straight to the cloud. Use edge processing to reduce latency and bandwidth costs. Full technical breakdown at klytron.com.
#klytron #IoT #CloudComputing #EdgeComputing #SystemArchitecture #TechStrategy
#klytron #IoT #CloudComputing #EdgeComputing #SystemArchitecture #TechStrategy
Ever wonder why major apps rarely go dark when data centers fail? Database replication and write-ahead logs save the day. Explore deeper system architecture insights at klytron.com.
#klytron #databasereplication #systemarchitecture #devops #softwareengineering #backend #klytron
#klytron #databasereplication #systemarchitecture #devops #softwareengineering #backend #klytron
October 16, 2026 at 4:02 PM
Ever wonder why major apps rarely go dark when data centers fail? Database replication and write-ahead logs save the day. Explore deeper system architecture insights at klytron.com.
#klytron #databasereplication #systemarchitecture #devops #softwareengineering #backend #klytron
#klytron #databasereplication #systemarchitecture #devops #softwareengineering #backend #klytron
One PLC/HMI. Multiple Devices. One Clear Architecture.
💬 Comment “ARCH” if you want the system block diagram.
zurl.co/BnKn1
#PLC #HMI #VFD #IndustrialAutomation #SystemArchitecture #ProcessControl #AutomationEngineering #HornerAutomation #ControlPanel #SmidMart
💬 Comment “ARCH” if you want the system block diagram.
zurl.co/BnKn1
#PLC #HMI #VFD #IndustrialAutomation #SystemArchitecture #ProcessControl #AutomationEngineering #HornerAutomation #ControlPanel #SmidMart
October 14, 2026 at 10:15 AM
One PLC/HMI. Multiple Devices. One Clear Architecture.
💬 Comment “ARCH” if you want the system block diagram.
zurl.co/BnKn1
#PLC #HMI #VFD #IndustrialAutomation #SystemArchitecture #ProcessControl #AutomationEngineering #HornerAutomation #ControlPanel #SmidMart
💬 Comment “ARCH” if you want the system block diagram.
zurl.co/BnKn1
#PLC #HMI #VFD #IndustrialAutomation #SystemArchitecture #ProcessControl #AutomationEngineering #HornerAutomation #ControlPanel #SmidMart
"Am I out of touch? No, it's the children who are wrong."
My co-blogger discusses what happens in engineering teams when operational reality doesn't match their beautiful conceptual design, and what to do about it.
robotgirlgang.com/2026/09/27/i...
#Robotics #SystemArchitecture #Engineering
My co-blogger discusses what happens in engineering teams when operational reality doesn't match their beautiful conceptual design, and what to do about it.
robotgirlgang.com/2026/09/27/i...
#Robotics #SystemArchitecture #Engineering
It's Not a Bug. It's How the Building Runs. - Robot Girl Gang
I’ve had engineers come back to me more than once with a bug they want to close out. The version I remember best went something like this: hey, I have this bug filed, but it’s not really a bug.…
robotgirlgang.com
October 7, 2026 at 1:53 AM
"Am I out of touch? No, it's the children who are wrong."
My co-blogger discusses what happens in engineering teams when operational reality doesn't match their beautiful conceptual design, and what to do about it.
robotgirlgang.com/2026/09/27/i...
#Robotics #SystemArchitecture #Engineering
My co-blogger discusses what happens in engineering teams when operational reality doesn't match their beautiful conceptual design, and what to do about it.
robotgirlgang.com/2026/09/27/i...
#Robotics #SystemArchitecture #Engineering
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
💰 $150–$350/HR | SOFTWARE ENGINEERING SPECIALIST 💻🤖
🌍 Remote | 🇺🇸 US, UK & Canada
🔥 7 openings
📊 PowerPoint • Data Visualization
🏗️ System Architecture • Technical Documentation
No AI experience required.
#SoftwareEngineering #SystemArchitecture #TechJobs #RemoteJobs #AIJobs
🌍 Remote | 🇺🇸 US, UK & Canada
🔥 7 openings
📊 PowerPoint • Data Visualization
🏗️ System Architecture • Technical Documentation
No AI experience required.
#SoftwareEngineering #SystemArchitecture #TechJobs #RemoteJobs #AIJobs
September 25, 2026 at 7:47 PM
💰 $150–$350/HR | SOFTWARE ENGINEERING SPECIALIST 💻🤖
🌍 Remote | 🇺🇸 US, UK & Canada
🔥 7 openings
📊 PowerPoint • Data Visualization
🏗️ System Architecture • Technical Documentation
No AI experience required.
#SoftwareEngineering #SystemArchitecture #TechJobs #RemoteJobs #AIJobs
🌍 Remote | 🇺🇸 US, UK & Canada
🔥 7 openings
📊 PowerPoint • Data Visualization
🏗️ System Architecture • Technical Documentation
No AI experience required.
#SoftwareEngineering #SystemArchitecture #TechJobs #RemoteJobs #AIJobs
Pure cloud architectures fail in the physical world. Learn how to build resilient hybrid systems today. Explore at klytron.com #tech #webdevelopment #laravel #ai #systemarchitecture
#tech #webdevelopment #laravel #ai #cloudcomputing
#tech #webdevelopment #laravel #ai #cloudcomputing
September 23, 2026 at 1:01 PM
Pure cloud architectures fail in the physical world. Learn how to build resilient hybrid systems today. Explore at klytron.com #tech #webdevelopment #laravel #ai #systemarchitecture
#tech #webdevelopment #laravel #ai #cloudcomputing
#tech #webdevelopment #laravel #ai #cloudcomputing
Stateless topological inference (All those data centers, Unknown Data)
Stateful sequential recurrence (Bounded, Known, 1 after another)
Out to lunch? Or going for lunch? Or no soup?
#systemarchitecture
#edgemetal
#inference
#LLM
Stateful sequential recurrence (Bounded, Known, 1 after another)
Out to lunch? Or going for lunch? Or no soup?
#systemarchitecture
#edgemetal
#inference
#LLM
September 20, 2026 at 8:04 PM
Stateless topological inference (All those data centers, Unknown Data)
Stateful sequential recurrence (Bounded, Known, 1 after another)
Out to lunch? Or going for lunch? Or no soup?
#systemarchitecture
#edgemetal
#inference
#LLM
Stateful sequential recurrence (Bounded, Known, 1 after another)
Out to lunch? Or going for lunch? Or no soup?
#systemarchitecture
#edgemetal
#inference
#LLM
Vinoth Govindarajan (OpenAI) breaks down why every run needs a deadline, every tool needs a timeout, and how to build resilient AI systems that don't fall apart when production edges fail.
🗓️ Full talk goes live on InfoQ September 21, 2026.
#SystemArchitecture #AI #ML #InfoQ #LLMs #ProductionAI
🗓️ Full talk goes live on InfoQ September 21, 2026.
#SystemArchitecture #AI #ML #InfoQ #LLMs #ProductionAI
September 13, 2026 at 10:49 AM
Vinoth Govindarajan (OpenAI) breaks down why every run needs a deadline, every tool needs a timeout, and how to build resilient AI systems that don't fall apart when production edges fail.
🗓️ Full talk goes live on InfoQ September 21, 2026.
#SystemArchitecture #AI #ML #InfoQ #LLMs #ProductionAI
🗓️ Full talk goes live on InfoQ September 21, 2026.
#SystemArchitecture #AI #ML #InfoQ #LLMs #ProductionAI
System architecture & developer tooling infrastructure.
Documenting:
▫️ Declarative workflows & automation
▫️ Defensive patterns for complex codebases
▫️ State management & performance post-mortems
Building software with strict boundaries.
#SystemArchitecture #SoftwareEngineering #DevSky
Documenting:
▫️ Declarative workflows & automation
▫️ Defensive patterns for complex codebases
▫️ State management & performance post-mortems
Building software with strict boundaries.
#SystemArchitecture #SoftwareEngineering #DevSky
August 22, 2026 at 6:08 AM
System architecture & developer tooling infrastructure.
Documenting:
▫️ Declarative workflows & automation
▫️ Defensive patterns for complex codebases
▫️ State management & performance post-mortems
Building software with strict boundaries.
#SystemArchitecture #SoftwareEngineering #DevSky
Documenting:
▫️ Declarative workflows & automation
▫️ Defensive patterns for complex codebases
▫️ State management & performance post-mortems
Building software with strict boundaries.
#SystemArchitecture #SoftwareEngineering #DevSky
Unleashing the power of VWCG OS: Every module doubles as a standalone improvement and a routing signal. #VWCGOS #IntegrationManifesto #SystemArchitecture #StrategicLayers https://bit.ly/vwcg-os-integration-manifesto-vwcg-os
August 20, 2026 at 11:20 AM
Unleashing the power of VWCG OS: Every module doubles as a standalone improvement and a routing signal. #VWCGOS #IntegrationManifesto #SystemArchitecture #StrategicLayers https://bit.ly/vwcg-os-integration-manifesto-vwcg-os
July 18, 2025 at 8:32 AM
July 16, 2025 at 6:50 AM
playing around with my new program zooml.dev
this is an endpoint using fastendpoint and VSA architecture!
#systemarchitecture #programming
this is an endpoint using fastendpoint and VSA architecture!
#systemarchitecture #programming
July 12, 2025 at 3:12 PM
playing around with my new program zooml.dev
this is an endpoint using fastendpoint and VSA architecture!
#systemarchitecture #programming
this is an endpoint using fastendpoint and VSA architecture!
#systemarchitecture #programming
One of my mantras have quickly become "at a glance".
Wouldnt it be nice if you could spot the architecture layout, quickly?
in this example we have a interface dbabstraction, a db class, user entity and 2 enums
=> www.zooml.dev
#systemarchitecture #developer #programming
Wouldnt it be nice if you could spot the architecture layout, quickly?
in this example we have a interface dbabstraction, a db class, user entity and 2 enums
=> www.zooml.dev
#systemarchitecture #developer #programming
July 12, 2025 at 6:51 AM
One of my mantras have quickly become "at a glance".
Wouldnt it be nice if you could spot the architecture layout, quickly?
in this example we have a interface dbabstraction, a db class, user entity and 2 enums
=> www.zooml.dev
#systemarchitecture #developer #programming
Wouldnt it be nice if you could spot the architecture layout, quickly?
in this example we have a interface dbabstraction, a db class, user entity and 2 enums
=> www.zooml.dev
#systemarchitecture #developer #programming
Some more progress on making a big design class diagram readable at a glance!
zooml.dev
#programming #coding #systemarchitecture
zooml.dev
#programming #coding #systemarchitecture
July 9, 2025 at 3:41 PM
Some more progress on making a big design class diagram readable at a glance!
zooml.dev
#programming #coding #systemarchitecture
zooml.dev
#programming #coding #systemarchitecture
June 16, 2025 at 4:48 AM
June 16, 2025 at 2:59 AM