#softwarearchitecture — Public Fediverse posts

#Uber updated its Uber Eats Home Feed recommendation system using near real-time user sequence features and a Generative Recommender model.

By moving from hand-crafted features to a transformer-based sequence model, the system reduces feature freshness latency from ~24 hours to seconds.

🔗 Learn more about the update and the architecture behind it on #InfoQ ⇨ https://bit.ly/4dCly1K

#SoftwareArchitecture #DistributedSystems #MachineLearning #MLOps

#Uber updated its Uber Eats Home Feed recommendation system using near real-time user sequence features and a Generative Recommender model.

By moving from hand-crafted features to a transformer-based sequence model, the system reduces feature freshness latency from ~24 hours to seconds.

🔗 Learn more about the update and the architecture behind it on #InfoQ ⇨ https://bit.ly/4dCly1K

#SoftwareArchitecture #DistributedSystems #MachineLearning #MLOps

#Uber updated its Uber Eats Home Feed recommendation system using near real-time user sequence features and a Generative Recommender model.

By moving from hand-crafted features to a transformer-based sequence model, the system reduces feature freshness latency from ~24 hours to seconds.

🔗 Learn more about the update and the architecture behind it on #InfoQ ⇨ https://bit.ly/4dCly1K

#SoftwareArchitecture #DistributedSystems #MachineLearning #MLOps

#Uber updated its Uber Eats Home Feed recommendation system using near real-time user sequence features and a Generative Recommender model.

By moving from hand-crafted features to a transformer-based sequence model, the system reduces feature freshness latency from ~24 hours to seconds.

🔗 Learn more about the update and the architecture behind it on #InfoQ ⇨ https://bit.ly/4dCly1K

#SoftwareArchitecture #DistributedSystems #MachineLearning #MLOps

#Uber updated its Uber Eats Home Feed recommendation system using near real-time user sequence features and a Generative Recommender model.

By moving from hand-crafted features to a transformer-based sequence model, the system reduces feature freshness latency from ~24 hours to seconds.

🔗 Learn more about the update and the architecture behind it on #InfoQ ⇨ https://bit.ly/4dCly1K

#SoftwareArchitecture #DistributedSystems #MachineLearning #MLOps

Experienced software developer Josh Comeau shares a frank discussion about vibe coding, software architecture, and the future of our profession in relation to the state of the art in LLMs.

TL;DR? Most LLM-assisted coding success stories come from experienced developers. Holistic knowledge of how an app should be architected is requisite.

"The elephant in the room"

https://www.joshwcomeau.com/email/wham-launch-005-elephant-2-p/

#programming #softwaredevelopment #ai #llms #softwarearchitecture #vibecoding

I feel like microservices vs monolith is as much as architectural decision as it is an organisational one.

#microservices #softwarearchitecture #programming

I feel like microservices vs monolith is as much as architectural decision as it is an organisational one.

#microservices #softwarearchitecture #programming

I feel like microservices vs monolith is as much as architectural decision as it is an organisational one.

#microservices #softwarearchitecture #programming

I feel like microservices vs monolith is as much as architectural decision as it is an organisational one.

#microservices #softwarearchitecture #programming

I feel like microservices vs monolith is as much as architectural decision as it is an organisational one.

#microservices #softwarearchitecture #programming

#CaseStudy - #Grab’s Central Data Team built a multi-agent AI system to automate repetitive engineering support tasks across its data warehouse platform.

The results?
➡️ Lower operational load
➡️ Improved resolution speed
➡️ More engineering time spent on platform improvements instead of firefighting

🔗 Learn more about their architecture: https://bit.ly/4nL50bi

#InfoQ #SoftwareArchitecture #AI #AIAgents

#CaseStudy - #Grab’s Central Data Team built a multi-agent AI system to automate repetitive engineering support tasks across its data warehouse platform.

The results?
➡️ Lower operational load
➡️ Improved resolution speed
➡️ More engineering time spent on platform improvements instead of firefighting

🔗 Learn more about their architecture: https://bit.ly/4nL50bi

#InfoQ #SoftwareArchitecture #AI #AIAgents

#CaseStudy - #Grab’s Central Data Team built a multi-agent AI system to automate repetitive engineering support tasks across its data warehouse platform.

The results?
➡️ Lower operational load
➡️ Improved resolution speed
➡️ More engineering time spent on platform improvements instead of firefighting

🔗 Learn more about their architecture: https://bit.ly/4nL50bi

#InfoQ #SoftwareArchitecture #AI #AIAgents

#CaseStudy - #Grab’s Central Data Team built a multi-agent AI system to automate repetitive engineering support tasks across its data warehouse platform.

The results?
➡️ Lower operational load
➡️ Improved resolution speed
➡️ More engineering time spent on platform improvements instead of firefighting

🔗 Learn more about their architecture: https://bit.ly/4nL50bi

#InfoQ #SoftwareArchitecture #AI #AIAgents

#CaseStudy - #Grab’s Central Data Team built a multi-agent AI system to automate repetitive engineering support tasks across its data warehouse platform.

The results?
➡️ Lower operational load
➡️ Improved resolution speed
➡️ More engineering time spent on platform improvements instead of firefighting

🔗 Learn more about their architecture: https://bit.ly/4nL50bi

#InfoQ #SoftwareArchitecture #AI #AIAgents

Power Apps is a powerhouse for rapid prototyping within the Microsoft ecosystem, but for complex development, the "seams" are becoming visible. This new analysis explores the "Complexity Ceiling" and the friction points faced by architects and developers, suggesting ways to address them.
🔗 https://www.alanbonnici.com/2026/05/the-complexity-ceiling-where-microsoft.html

#PowerPlatform #PowerApps #LowCode #Microsoft365 #SoftwareArchitecture #DevCommunity #TTMO

#SoftwareSpecifications can now serve as a dynamic source of truth, as LLM-based reasoning agents become better at interpreting human ambiguity.

The catch? #LLMs are stochastic and must be constrained.

Enter #ContextEngineering - a structured discipline focused on providing clear intent and missing instructions to AI models.

It relies heavily on context artifacts, including: ⇨ Skills ⇨ Rules ⇨ Scripts ⇨ Feedback loops ⇨ Evaluation metrics

🎧 Hear more insights on the #InfoQ #podcast with Baruch Sadogursky: https://bit.ly/49dArFj

📄 #transcript included

#SoftwareArchitecture #SpecDrivenDevelopment #Testing #AI #SoftwareEngineering

#SoftwareSpecifications can now serve as a dynamic source of truth, as LLM-based reasoning agents become better at interpreting human ambiguity.

The catch? #LLMs are stochastic and must be constrained.

Enter #ContextEngineering - a structured discipline focused on providing clear intent and missing instructions to AI models.

It relies heavily on context artifacts, including: ⇨ Skills ⇨ Rules ⇨ Scripts ⇨ Feedback loops ⇨ Evaluation metrics

🎧 Hear more insights on the #InfoQ #podcast with Baruch Sadogursky: https://bit.ly/49dArFj

📄 #transcript included

#SoftwareArchitecture #SpecDrivenDevelopment #Testing #AI #SoftwareEngineering

#SoftwareSpecifications can now serve as a dynamic source of truth, as LLM-based reasoning agents become better at interpreting human ambiguity.

The catch? #LLMs are stochastic and must be constrained.

Enter #ContextEngineering - a structured discipline focused on providing clear intent and missing instructions to AI models.

It relies heavily on context artifacts, including: ⇨ Skills ⇨ Rules ⇨ Scripts ⇨ Feedback loops ⇨ Evaluation metrics

🎧 Hear more insights on the #InfoQ #podcast with Baruch Sadogursky: https://bit.ly/49dArFj

📄 #transcript included

#SoftwareArchitecture #SpecDrivenDevelopment #Testing #AI #SoftwareEngineering

#SoftwareSpecifications can now serve as a dynamic source of truth, as LLM-based reasoning agents become better at interpreting human ambiguity.

The catch? #LLMs are stochastic and must be constrained.

Enter #ContextEngineering - a structured discipline focused on providing clear intent and missing instructions to AI models.

It relies heavily on context artifacts, including: ⇨ Skills ⇨ Rules ⇨ Scripts ⇨ Feedback loops ⇨ Evaluation metrics

🎧 Hear more insights on the #InfoQ #podcast with Baruch Sadogursky: https://bit.ly/49dArFj

📄 #transcript included

#SoftwareArchitecture #SpecDrivenDevelopment #Testing #AI #SoftwareEngineering

#SoftwareSpecifications can now serve as a dynamic source of truth, as LLM-based reasoning agents become better at interpreting human ambiguity.

The catch? #LLMs are stochastic and must be constrained.

Enter #ContextEngineering - a structured discipline focused on providing clear intent and missing instructions to AI models.

It relies heavily on context artifacts, including: ⇨ Skills ⇨ Rules ⇨ Scripts ⇨ Feedback loops ⇨ Evaluation metrics

🎧 Hear more insights on the #InfoQ #podcast with Baruch Sadogursky: https://bit.ly/49dArFj

📄 #transcript included

#SoftwareArchitecture #SpecDrivenDevelopment #Testing #AI #SoftwareEngineering

The Engineering Leadership Crisis Nobody Talks About 🚨 #EngineeringLeadership #SoftwareEngineering #PlatformEngineering #TechLeadership #Microservices #SRE

https://atozofsoftwareengineering.blog/2026/05/19/the-engineering-leadership-crisis-nobody-talks-about-%f0%9f%9a%a8-engineeringleadership-softwareengineering-platformengineering-techleadership-microservices-sre/

The Engineering Leadership Crisis Nobody Talks About 🚨 #EngineeringLeadership #SoftwareEngineering #PlatformEngineering #TechLeadership #Microservices #SRE

https://atozofsoftwareengineering.blog/2026/05/19/the-engineering-leadership-crisis-nobody-talks-about-%f0%9f%9a%a8-engineeringleadership-softwareengineering-platformengineering-techleadership-microservices-sre/

The Engineering Leadership Crisis Nobody Talks About 🚨 #EngineeringLeadership #SoftwareEngineering #PlatformEngineering #TechLeadership #Microservices #SRE

https://atozofsoftwareengineering.blog/2026/05/19/the-engineering-leadership-crisis-nobody-talks-about-%f0%9f%9a%a8-engineeringleadership-softwareengineering-platformengineering-techleadership-microservices-sre/

The Engineering Leadership Crisis Nobody Talks About 🚨 #EngineeringLeadership #SoftwareEngineering #PlatformEngineering #TechLeadership #Microservices #SRE

https://atozofsoftwareengineering.blog/2026/05/19/the-engineering-leadership-crisis-nobody-talks-about-%f0%9f%9a%a8-engineeringleadership-softwareengineering-platformengineering-techleadership-microservices-sre/

The Engineering Leadership Crisis Nobody Talks About 🚨 #EngineeringLeadership #SoftwareEngineering #PlatformEngineering #TechLeadership #Microservices #SRE

https://atozofsoftwareengineering.blog/2026/05/19/the-engineering-leadership-crisis-nobody-talks-about-%f0%9f%9a%a8-engineeringleadership-softwareengineering-platformengineering-techleadership-microservices-sre/

RE: https://mastodon.social/@ewolff/116602128910728061

Großartige Folge, lohnt sich!!

#agile #softwaredevelopment #softwareengineering #softwarearchitecture #Softwarearchitektur

RE: https://mastodon.social/@ewolff/116602128910728061

Großartige Folge, lohnt sich!!

#agile #softwaredevelopment #softwareengineering #softwarearchitecture #Softwarearchitektur

RE: https://mastodon.social/@ewolff/116602128910728061

Großartige Folge, lohnt sich!!

#agile #softwaredevelopment #softwareengineering #softwarearchitecture #Softwarearchitektur

#Cloudflare introduced Workflows V2 - a redesigned distributed workflow orchestration system.

• Deterministic replayable execution & improved observability
• Major scaling: Up to 50K concurrent instances & 2M queued workflows

Built for AI agents, data pipelines, and background processing, it improves reliability across distributed systems.

Learn more on #InfoQ ⇨ https://bit.ly/4uPu9Ur

#SoftwareArchitecture #Serverless #AIagents #Serverless #EDA

#Cloudflare introduced Workflows V2 - a redesigned distributed workflow orchestration system.

• Deterministic replayable execution & improved observability
• Major scaling: Up to 50K concurrent instances & 2M queued workflows

Built for AI agents, data pipelines, and background processing, it improves reliability across distributed systems.

Learn more on #InfoQ ⇨ https://bit.ly/4uPu9Ur

#SoftwareArchitecture #Serverless #AIagents #Serverless #EDA

#Cloudflare introduced Workflows V2 - a redesigned distributed workflow orchestration system.

• Deterministic replayable execution & improved observability
• Major scaling: Up to 50K concurrent instances & 2M queued workflows

Built for AI agents, data pipelines, and background processing, it improves reliability across distributed systems.

Learn more on #InfoQ ⇨ https://bit.ly/4uPu9Ur

#SoftwareArchitecture #Serverless #AIagents #Serverless #EDA

#Cloudflare introduced Workflows V2 - a redesigned distributed workflow orchestration system.

• Deterministic replayable execution & improved observability
• Major scaling: Up to 50K concurrent instances & 2M queued workflows

Built for AI agents, data pipelines, and background processing, it improves reliability across distributed systems.

Learn more on #InfoQ ⇨ https://bit.ly/4uPu9Ur

#SoftwareArchitecture #Serverless #AIagents #Serverless #EDA

#Cloudflare introduced Workflows V2 - a redesigned distributed workflow orchestration system.

• Deterministic replayable execution & improved observability
• Major scaling: Up to 50K concurrent instances & 2M queued workflows

Built for AI agents, data pipelines, and background processing, it improves reliability across distributed systems.

Learn more on #InfoQ ⇨ https://bit.ly/4uPu9Ur

#SoftwareArchitecture #Serverless #AIagents #Serverless #EDA

AI responsibility problems are rarely about one dramatic bad prompt. They are usually structural: weak provenance, vague ownership, and review that turned into ratification.

This piece is about the responsibility gap in AI-assisted development and what Java teams need to change before agentic workflows get normal. https://www.the-main-thread.com/p/ai-responsibility-gap #AIGovernance #SoftwareArchitecture #Java

I was a guest on a new episode of The Modern .NET Show.

Topic: Why complexity is not sophistication — and what it's costing your team.

We covered the Architecture Tax, the 2 AM Test, the Half-Rule, and why most over-engineered systems are a product of broken incentives, not bad engineers.

Give it a listen:
https://dotnetcore.show/season-8/simplicity-first-why-complexity-is-not-sophistication-with-chris-woodruff/

#dotnet #softwarearchitecture #SimplicityFirst

I was a guest on a new episode of The Modern .NET Show.

Topic: Why complexity is not sophistication — and what it's costing your team.

We covered the Architecture Tax, the 2 AM Test, the Half-Rule, and why most over-engineered systems are a product of broken incentives, not bad engineers.

Give it a listen:
https://dotnetcore.show/season-8/simplicity-first-why-complexity-is-not-sophistication-with-chris-woodruff/

#dotnet #softwarearchitecture #SimplicityFirst

I was a guest on a new episode of The Modern .NET Show.

Topic: Why complexity is not sophistication — and what it's costing your team.

We covered the Architecture Tax, the 2 AM Test, the Half-Rule, and why most over-engineered systems are a product of broken incentives, not bad engineers.

Give it a listen:
https://dotnetcore.show/season-8/simplicity-first-why-complexity-is-not-sophistication-with-chris-woodruff/

#dotnet #softwarearchitecture #SimplicityFirst

I was a guest on a new episode of The Modern .NET Show.

Topic: Why complexity is not sophistication — and what it's costing your team.

We covered the Architecture Tax, the 2 AM Test, the Half-Rule, and why most over-engineered systems are a product of broken incentives, not bad engineers.

Give it a listen:
https://dotnetcore.show/season-8/simplicity-first-why-complexity-is-not-sophistication-with-chris-woodruff/

#dotnet #softwarearchitecture #SimplicityFirst

I was a guest on a new episode of The Modern .NET Show.

Topic: Why complexity is not sophistication — and what it's costing your team.

We covered the Architecture Tax, the 2 AM Test, the Half-Rule, and why most over-engineered systems are a product of broken incentives, not bad engineers.

Give it a listen:
https://dotnetcore.show/season-8/simplicity-first-why-complexity-is-not-sophistication-with-chris-woodruff/

#dotnet #softwarearchitecture #SimplicityFirst

Someone: "Life is easier without the monolithic systemd."

Linux kernel enters the chat.

Linux kernel: "What do you mean? I am a monolith as well."

Me: Oh, if we use "monolith," "monolith," "other software of different principles," "on top of others," that means we are still following the UNIX philosophy, regardless of the monolith parts' presence.

Thoughts? Feel free to comment.

#Linux #Systemd #UnixPhilosophy #Monolith #Kernel #OpenSource #SysAdmin #FOSS #TechHumour #OperatingSystems #LinuxKernel #SoftwareArchitecture #CodingLife #TechThoughts #GeekLife

Someone: "Life is easier without the monolithic systemd."

Linux kernel enters the chat.

Linux kernel: "What do you mean? I am a monolith as well."

Me: Oh, if we use "monolith," "monolith," "other software of different principles," "on top of others," that means we are still following the UNIX philosophy, regardless of the monolith parts' presence.

Thoughts? Feel free to comment.

#Linux #Systemd #UnixPhilosophy #Monolith #Kernel #OpenSource #SysAdmin #FOSS #TechHumour #OperatingSystems #LinuxKernel #SoftwareArchitecture #CodingLife #TechThoughts #GeekLife

Someone: "Life is easier without the monolithic systemd."

Linux kernel enters the chat.

Linux kernel: "What do you mean? I am a monolith as well."

Me: Oh, if we use "monolith," "monolith," "other software of different principles," "on top of others," that means we are still following the UNIX philosophy, regardless of the monolith parts' presence.

Thoughts? Feel free to comment.

#Linux #Systemd #UnixPhilosophy #Monolith #Kernel #OpenSource #SysAdmin #FOSS #TechHumour #OperatingSystems #LinuxKernel #SoftwareArchitecture #CodingLife #TechThoughts #GeekLife

Someone: "Life is easier without the monolithic systemd."

Linux kernel enters the chat.

Linux kernel: "What do you mean? I am a monolith as well."

Me: Oh, if we use "monolith," "monolith," "other software of different principles," "on top of others," that means we are still following the UNIX philosophy, regardless of the monolith parts' presence.

Thoughts? Feel free to comment.

#Linux #Systemd #UnixPhilosophy #Monolith #Kernel #OpenSource #SysAdmin #FOSS #TechHumour #OperatingSystems #LinuxKernel #SoftwareArchitecture #CodingLife #TechThoughts #GeekLife

Previous advisor drew microservices for a two-person team with six months of runway. Four pipelines. A service mesh. Nobody to run it.

We built a modular monolith instead. One deployable unit, strict internal seams. Six months later: paying users, no rewrite needed.

The right architecture isn't the most impressive one. It's the one that gets you to revenue.

https://lambdalynx.dev/modular-monolith-ai-startup-architecture/

#FractionalCTO #SoftwareArchitecture

Event driven Architecture:

Service A publishes event.
Service B consumes event.
Service B makes http call to service A to load one more property belonging to the event.

Cool story, bro. 👍

#softwarearchitecture #coding

Event driven Architecture:

Service A publishes event.
Service B consumes event.
Service B makes http call to service A to load one more property belonging to the event.

Cool story, bro. 👍

#softwarearchitecture #coding

Event driven Architecture:

Service A publishes event.
Service B consumes event.
Service B makes http call to service A to load one more property belonging to the event.

Cool story, bro. 👍

#softwarearchitecture #coding

Event driven Architecture:

Service A publishes event.
Service B consumes event.
Service B makes http call to service A to load one more property belonging to the event.

Cool story, bro. 👍

#softwarearchitecture #coding