Mahdi Azarboon
@m_azarboon
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Following
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Cloud Architect | Content Developer | Serverless
Finland
Joined June 2018
We are wired for survival, not happiness. Our animal impulses push us toward comfort, fear, and short-term rewards. If we follow those impulses, we don’t get happier, we get stuck. Happiness comes from acknowledging those instincts while aiming for something higher. The things
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Actionable tips to reduce risk when using large‐language models and agentic AI by @kornys:
martinfowler.com
The serious security risks involved in using autonomous LLM applications and what we can do to mitigate them
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@sventorben @nealford I really loved your book Fundamentals of Software Architecture, but it could go further. It focuses on trade-off analysis, but as this post shows, the architect’s role is broader. A perfect complement to your work.
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Excellent post on the real role of an architect, explaining that uncertainty and frustration are inevitable parts of the job; things to be embraced, not avoided. Loved this post. @sventorben
https://t.co/MJITYQrLoa
infoq.com
Software architecture reflects how organizations communicate and make decisions. Failures stem from misaligned incentives, unclear ownership, and structural gaps—not technical flaws. Architects must...
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An insightful post by @ftomasse on how to pragmatically transform legacy systems and languages using a pipeline approach. https://t.co/HKxQd7Nbaj
infoq.com
Automated language migrations can be made reliable and maintainable by structuring them as pipelines with clear, testable stages. This avoids the pitfalls of big-bang rewrites while providing...
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TL;DR: Common root causes of IT dysfunction in organizations include high friction, long lead times for resource acquisition, overextended staff, low inter-team trust, and prolonged project delivery times. @ghohpe
https://t.co/CyMuOvnfpL
architectelevator.com
If you want change, you first must understand the root cause.
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TL;DR: General-purpose AI systems like ChatGPT, or the broader dream of Artificial General Intelligence, are destined to fail. The real progress lies in developing and applying specialized AI systems. @GaryMarcus
https://t.co/AnQcci7TG1
nytimes.com
Generative A.I. can do many things human beings can do. But that misses the point about how A.I. can truly benefit us.
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This blog post outlines major issues with spec-driven tools like Kiro. https://t.co/6zuP2pJSx4
martinfowler.com
Notes from my Thoughtworks colleagues on AI-assisted software delivery
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This blog post highlights major issues in Q Developer CLI and offers improvement ideas. Please pass it to the right team so it can help others. @AWSSupport @AWSAI @AWS
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AWS Bedrock application inference profiles still can’t be created or viewed in the Bedrock console. Only API and CloudFormation support exists right now. Please fix this. @awscloud @AWSAI @AWSSupport
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Hallucinations, Bugs, and Speed in Amazon Q Developer CLI (AWS Gen AI). My latest blog post: https://t.co/EwrYDPjCdH
towardsaws.com
Amazon sells Q Developer CLI as a way to “enhance productivity.” In reality, it can also generate unbelievable nonsense, hallucinate with…
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A few months before he died I had dinner with Charlie Munger. I spent over 3 hours with him. I got to see his library. I could ask him any question I wanted. At 99 he was still *ferociously* intelligent. The most important lesson I learned from him that night was: Go
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tl;dr Gen AI tools are good for CRUD apps; they’re trained on them. But they fail at creating domain models for your business and cannot replace domain experts. @VaughnVernon
https://t.co/ljRnzL5m7y
kalele.io
Kalele Leading experts in Domain-Driven Design (DDD), Event-Driven, and Reactive Architecture. Providing consulting, programming, and world-class training services to clients who seek quality, expert...
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tl;dr Even under sustained workloads, Fargate isn’t always cheaper than Lambda. Use a hybrid approach to get the best of both worlds. @dfrasca80
https://t.co/8pXgOm6jCJ
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tl;dr real cloud transformation requires rethinking assumptions and updating rules. It takes time, effort, and new expertise—there’s no shortcut. @ghohpe
https://t.co/BLspJPTwTm
architectelevator.com
Trying to make something novel under existing constraints leads to Gremlins.
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An interesting article about codemods and their use in effective code refactoring and transformation. @juntaoqiu
https://t.co/ZxBkHHpogi
martinfowler.com
Using codemods to upgrade client code on API changes
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A huge chunk of @AWS resources—even old ones—still don’t support tagging. Such a shame. Why is it still like this? And how is it even acceptable? @AWSSupport @cloudformation
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tl;dr LLMs work best as components within a system, not as standalone solutions. Combined with tools like code, databases, and SMT solvers, they enable greater precision, efficiency, and reliability. @MarcJBrooker
https://t.co/IixCpDm66C
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