#evolutionaryarchitecture — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #evolutionaryarchitecture, aggregated by home.social.
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#LinkedIn has launched a unified integrations platform to standardize & reconcile hiring data across systems.
• 72% faster onboarding
• Improved data consistency and completeness
• Scalable AI-driven hiring enabled via standardized schemas, orchestration workflows, and centralized data processingLearn more: https://bit.ly/48KFwof
#SoftwareArchitecture #EvolutionaryArchitecture #DataPipelines #DataAnalytics #InfoQ
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#LinkedIn has launched a unified integrations platform to standardize & reconcile hiring data across systems.
• 72% faster onboarding
• Improved data consistency and completeness
• Scalable AI-driven hiring enabled via standardized schemas, orchestration workflows, and centralized data processingLearn more: https://bit.ly/48KFwof
#SoftwareArchitecture #EvolutionaryArchitecture #DataPipelines #DataAnalytics #InfoQ
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#LinkedIn has launched a unified integrations platform to standardize & reconcile hiring data across systems.
• 72% faster onboarding
• Improved data consistency and completeness
• Scalable AI-driven hiring enabled via standardized schemas, orchestration workflows, and centralized data processingLearn more: https://bit.ly/48KFwof
#SoftwareArchitecture #EvolutionaryArchitecture #DataPipelines #DataAnalytics #InfoQ
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#LinkedIn has launched a unified integrations platform to standardize & reconcile hiring data across systems.
• 72% faster onboarding
• Improved data consistency and completeness
• Scalable AI-driven hiring enabled via standardized schemas, orchestration workflows, and centralized data processingLearn more: https://bit.ly/48KFwof
#SoftwareArchitecture #EvolutionaryArchitecture #DataPipelines #DataAnalytics #InfoQ
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#LinkedIn has launched a unified integrations platform to standardize & reconcile hiring data across systems.
• 72% faster onboarding
• Improved data consistency and completeness
• Scalable AI-driven hiring enabled via standardized schemas, orchestration workflows, and centralized data processingLearn more: https://bit.ly/48KFwof
#SoftwareArchitecture #EvolutionaryArchitecture #DataPipelines #DataAnalytics #InfoQ
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By adopting a centralized #EventDrivenArchitecture with #AmazonEventBridge, Amazon Key modernized its event platform.
The Impact ❓
• Millions of daily events processed with millisecond latency
• Improved schema governance
• Automated cross-account routing
• Service onboarding reduced from 48 hours → 4 hours
• Maintains 99.99% reliabilityDetails here 👉 https://bit.ly/4kNWJSn
#InfoQ #SoftwareArchitecture #AWS #Microservices #LowLatency #EvolutionaryArchitecture #Platforms
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By adopting a centralized #EventDrivenArchitecture with #AmazonEventBridge, Amazon Key modernized its event platform.
The Impact ❓
• Millions of daily events processed with millisecond latency
• Improved schema governance
• Automated cross-account routing
• Service onboarding reduced from 48 hours → 4 hours
• Maintains 99.99% reliabilityDetails here 👉 https://bit.ly/4kNWJSn
#InfoQ #SoftwareArchitecture #AWS #Microservices #LowLatency #EvolutionaryArchitecture #Platforms
-
By adopting a centralized #EventDrivenArchitecture with #AmazonEventBridge, Amazon Key modernized its event platform.
The Impact ❓
• Millions of daily events processed with millisecond latency
• Improved schema governance
• Automated cross-account routing
• Service onboarding reduced from 48 hours → 4 hours
• Maintains 99.99% reliabilityDetails here 👉 https://bit.ly/4kNWJSn
#InfoQ #SoftwareArchitecture #AWS #Microservices #LowLatency #EvolutionaryArchitecture #Platforms
-
By adopting a centralized #EventDrivenArchitecture with #AmazonEventBridge, Amazon Key modernized its event platform.
The Impact ❓
• Millions of daily events processed with millisecond latency
• Improved schema governance
• Automated cross-account routing
• Service onboarding reduced from 48 hours → 4 hours
• Maintains 99.99% reliabilityDetails here 👉 https://bit.ly/4kNWJSn
#InfoQ #SoftwareArchitecture #AWS #Microservices #LowLatency #EvolutionaryArchitecture #Platforms
-
By adopting a centralized #EventDrivenArchitecture with #AmazonEventBridge, Amazon Key modernized its event platform.
The Impact ❓
• Millions of daily events processed with millisecond latency
• Improved schema governance
• Automated cross-account routing
• Service onboarding reduced from 48 hours → 4 hours
• Maintains 99.99% reliabilityDetails here 👉 https://bit.ly/4kNWJSn
#InfoQ #SoftwareArchitecture #AWS #Microservices #LowLatency #EvolutionaryArchitecture #Platforms
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Just published: Fitness Functions Driven Architecture #Architecture #EvolutionaryArchitecture #SoftwareCraft #Video
https://mozaicworks.com/uncategorized/fitness-functions-driven-architecture?fsp_sid=171 -
Seeking to sharpen your skills in #SoftwareArchitecture? Look no further!
Discover the most impactful #InfoQ #podcasts of 2023 and #StayAhead of the curve!
Stay informed, stay inspired! 💪 Knowledge is power!
➡️ The Evolution of Evolutionary Architecture with Rebecca Parsons: https://bit.ly/3SWL7iw
➡️ API Evolution without Versioning with Brandon Byars: https://bit.ly/3IrCxDI
➡️ Using ChatGPT to Search Enterprise Data with Pamela Fox: https://bit.ly/3uY9swk
➡️ InfoQ Software Architecture & Design Trends 2023: https://bit.ly/3SWLbPi
➡️ Expanding GraphQL Federation at Netflix with Tejas Shikhare: https://bit.ly/3uY9xQE
#transcript included
#ICYMInfoQ #EvolutionaryArchitecture #API #ChatGPT #TrendsReport #GraphQL #FederatedGraphQL
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What does the future hold for #EvolutionaryArchitecture?
In this #InfoQ talk, Rebecca Parsons examines some possible futures for the principles & practices of Evolutionary Architecture.
Watch the video now: https://bit.ly/3EP6Lyp
#transcript included
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Evolutionary architecture principles offer an effective way to keep pace with a rapidly changing environment, supporting incremental evolution through “fitness functions".
Find out why Gayathri Mohan and Jonathan Deeming believe the same concept can be applied to testing strategy.
#EvolutionaryArchitecture -
Worth watching! (As about everything by @davefarley77)
https://youtu.be/wQYRl--58zM?si=fpDfxEBSO6esRFEQ
#SoftwareArchitecture #ContextMatters (always) #EvolutionaryArchitecture #Experimentation
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Dive into the world of #EvolutionaryArchitecture! Discover the principles & practices that enable architecture to evolve and get a sneak peek into the future.
Listen to the #InfoQ #podcast with Rebecca Parsons & Thomas Betts for captivating insights: https://bit.ly/3oTcmiS
#transcript included
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@Steve_Read @weltraumpirat @ntcoding @jchyip
That article by Adrian Cockcroft had many insights. Building a quick #serverless version to get started, and then adapting to new needs, both make total sense.If people are saying "Amazon got it wrong" then they have the wrong idea about #softwarearchitecture and design. We know it's not like a skyscraper where you design it once!
From what I can see, the Prime Video team ran into integrators and adapted accordingly. #evolutionaryarchitecture
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CW: Can evolutionary architecture go wrong?
TLDR;
Evolutionary architecture depends on the features' complexity you handle.🟢 Low-complexity feature
🔴 High-complexity feature🟢🟢🟢🟢🔴🔴🔴 => Architecture is harder to evolve.
🟢🟢🔴🔴🟢🟢🔴 => Architecture evolved taking into account the complexities early on.Long version
I have been practicing evolutionary architecture for several years now, and there is a point in each project/product that you can no longer evolve the architecture without significant pain.
When you start a project from scratch, you tend to focus on the low-effort/high-impact first until you reach a point where you run out of those features.
When you apply evolutionary architecture to low-effort/high-impact, you can succeed. I did it.
Well-defined bounded contexts, good enough code-base, kind of clear architecture/clear code.
I felt proud of how the software evolved, it was "beautiful." All those good practices applied and feeling of accomplishment as a good software developer, pragmatic, fast-moving, not much upfront, agile development, ... 🙌
Until you reach the features that are high-effort/high-impact.
💔
Those new features have more business complexity than before. They break the domain definition.
What before was well segregated between different systems. Now, they are all connected again.
You push back because those are architecture/code smells. Distributed monolith, not following SOLID principles, not well-defined bounded contexts.
Those features break the beautify you created with great effort to do a high quality software.
Damn business, they don't understand how much effort was needed to make an architecture as this one. 😠
Truth is. Software is messy, and if you are solving the right probles, it needs to be as the world is messy, there is no way we can define clearly our model but make some enough useful. 😞
Then you tell yourself. If I did a little of more up-front, I could have been addressed X,Y,Z in advance and prevent this mess. 🤔
Here is the trap. Evolutionary architecture helped you write the minimum to keep learning about the domain. Thanks to it, you have been able to reach this point faster. Know you know enough to go though the "re-architecture" pain BUT with the right knowledge about what you need to address.
I would keep using evolutionary architecture in most of the contexts but taking into account one variable in how I would approach it.
Money 💶
I operated many times on low budget product that shapes you in a way to succeed without many resources. Fast iterations, proof value first is important to the product continuity. Evolutionary architecture helped me a lot here.
When you have enough money to make several experiments/iterations in parallel. How you evolve your architecture differs much compared to low budget contexts.
In this context, you could invest in several high-effort/high-impact features (compared to maybe invest in few of them in low budget context). Those are the ones that will shape your architecture. You still apply evolutionary architecture, but the outcome of it will be different compared if you delay addressing them by several months handling the low hanging fruit features first.
WDYT?
#evolutionaryarchitecture #architecture #softwaredevelopment