#software-architecture — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #software-architecture, aggregated by home.social.
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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. 👍
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A large portion of my job is keeping the customer from overengineering their stuff.
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How #Netflix boosted #ApacheDruid performance: by implementing interval-aware caching, they now serve 84% of analytics results from cache and have reduced query load by 33%.
The secret? Decomposing rolling window queries into reusable time segments.
✅ Reduces scan volume
✅ Improves P90 latency
✅ Optimizes real-time analyticsDetails on #InfoQ: https://bit.ly/4uHG4DE
#SoftwareArchitecture #DistributedSystems #DataAnalytics #TimeSeriesData #Caching #BigData #DataEngineering
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The new 10x Engineer with AI
The idea of the “10x engineer” has always been a bit controversial. Some people see it as a myth. Some people see it as a harmful label that creates hero culture. Some people have worked with engineers who clearly create much more impact than others, and believe the idea is real. I sit somewhere in the middle. I don’t think a 10x engineer means someone who writes 10x more code than everyone else. That version of the idea was never useful to me. Writing more code is not the same as […]https://codeaholicguy.com/2026/05/13/the-new-10x-engineer-with-ai/
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Knuth's most-cited sentence: "Premature optimization is the root of all evil." His full passage tells engineers to measure first. The popular version cuts that part out.
Fifty years later, teams build Redis clusters for problems a database index would solve. Nobody measured the system before approving the proposal.
The forcing question: what specific, measurable condition would justify this?
#SoftwareArchitecture #SystemDesign #Engineering #Performance
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On DDD Europe I'm going to speak about Patterns👍 and Antipatterns👎 for Event-Driven Architecture. Come and see if you recognize patterns from your code base 👀. The conference starts in about four weeks, please spread the word! And if you don't have a ticket yet, use this link for a discount 💶: https://ti.to/on3/aardling26/discount/SpeakerInvite
#eda #eventdrivenarchitecture #softwarearchitecture #conference #dddeurope
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What if your specification could drive the architecture, workflow, and implementation of your app directly?
Tomorrow at 8 PM CEST, @SimonMartinelli and I will test that idea live by building a full Java application with the AI Unified Process.
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𝗪𝗵𝗲𝗻 𝗔𝗜 𝗠𝗲𝗲𝘁𝘀 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗶𝗼𝗻 – 𝗛𝘂𝗺𝗮𝗻 𝗝𝘂𝗱𝗴𝗲𝗺𝗲𝗻𝘁 𝗥𝗲𝗺𝗮𝗶𝗻𝘀 𝗖𝗿𝘂𝗰𝗶𝗮𝗹 🤖🧠
In Part 3 of the #SoftSkills series by ITech Progress GmbH, we explore why communication, critical thinking, and human judgement are becoming more important than ever for software architects and tech professionals.
#AI can suggest options and analyze data – but understanding context, weighing risks, and making responsible decisions remain deeply human skills.
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Large-scale data systems rarely fail because of compute limits. They fail through schema drift, joins, async workflows, and coordination issues. https://hackernoon.com/why-large-scale-data-systems-break-quietly #softwarearchitecture
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We’re building a full Java app live from prompt to production using the AI Unified Process.
Spring Boot, Vaadin, JOOQ, Google Login, Fly.io, spec driven development, and live architecture decisions with @SimonMartinelli
Wednesday, 8 PM CEST https://youtube.com/live/4Fw4Qne9z8E
#Java #SpringBoot #Vaadin #AI #SoftwareArchitecture -
What I’ve been reading (, watching, and listening to) this week ending 10 May 2026 https://jchyip.medium.com/what-ive-been-reading-watching-and-listening-to-this-week-ending-10-may-2026-27fcb149fc3d #SoftwareArchitecture #AI #GitHub #DataArchitecture #EV #management #cybersecurity #economics
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In my talks, I usually make it a point to argue for event-driven choreography. At least at the higher levels of your system, between different bounded contexts and teams.
I came across this article that puts it very nicely: choreography promotes modularity.
Read the latest addition to the "Awesome Event-Driven Architecture" list: Michelin's journey from BPM orchestration to event-driven choreography.
👉https://blogit.michelin.io/choregraphy-or-orchestration-thats-the-question/
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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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𝗖𝗹𝗮𝗿𝗶𝘁𝘆 𝗶𝗻 𝘁𝗵𝗲 𝗔𝗴𝗲 𝗼𝗳 𝗔𝗜 – 𝗪𝗵𝘆 𝗣𝗿𝗲𝗰𝗶𝘀𝗲 𝗖𝗼𝗺𝗺𝘂𝗻𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗠𝗮𝘁𝘁𝗲𝗿𝘀 🗣️
As #AI becomes part of everyday work, clear communication is turning into a critical skill. 🤖 In Part 2 of the #SoftSkills series by ITech Progress GmbH, we explore why precise prompts, cognitive framing, and critical thinking are becoming essential for software architects and tech professionals.
Read the article on the #iSAQB blog 👉 https://t1p.de/su9io
#SoftwareArchitecture #Communication #CriticalThinking #FutureSkills
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#OpenAI has launched a #WebSocket-based execution mode for its Responses API to improve the performance of agentic workflows used in coding agents and real-time AI systems.
The Impact: early production use shows up to 40% latency reduction and improved throughput in high-concurrency scenarios.
Learn more: https://bit.ly/3Pg3ZuS
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Today, a lot of technology and architecture decisions start with “let’s ask AI”.
That’s why I added a new feature to my side project, Stack Compass Guide. Every recommendation now also includes an AI prompt for a second opinion.
The goal is simple: not only provide guidance for topics like “Monolith vs. Microservices”, but also make it easy to challenge and validate the result using your own AI workflow.
Still just a simple static website, but hopefully useful for making more informed engineering decisions.
Hope it helps someone make better tech decisions.
🔹 https://stackcompassguide.dev/
#ai #webdev #programming #softwaredevelopment #softwarearchitecture
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#CaseStudy - Discover how #Figma replaced a fragmented caching stack with FigCache - an in-house #Redis proxy service.
The result: what the company describes as six nines of uptime across its caching layer.
🔗 Explore the architecture, the tradeoffs, and the lessons learned on #InfoQ ⇨ https://bit.ly/42SKf3L
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AniMatrix shows why anime breaks physics-trained AI video models and how directorial intent can guide better anime generation. https://hackernoon.com/the-physics-problem-inside-ai-anime-generation #softwarearchitecture
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#Anthropic introduced auto mode in #ClaudeCode, enabling multi-step software development workflows with reduced manual intervention.
It combines automated execution with layered safety mechanisms, including:
⇨ input filtering
⇨ action evaluation
⇨ two-stage classification
… while keeping human approval checkpoints for sensitive operations.Dive deeper ⇨ https://bit.ly/4toxJE1
#InfoQ #SoftwareArchitecture #AIarchitecture #AIcoding #AIAssistedCoding