Husband, papa of 3 | public speaker | AWS Serverless Hero | huge Java fan | 👨‍💻 @iplabsDE | Co-Org @JUGBonn. On intersection of people, business & technology.
Bonn, Germany
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New blog alert 🚨
"Orchestrating workflows with Amazon S3 Files and AWS Lambda durable functions using Java SDK – Part 6 Invoke a Lambda function and parallel execution".
Here is the link to the article 👉 vkazulkin.com/orchestrating-…
#AWS @Java #Serverless #LambdaDurableFunctions
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"Amazon DynamoDB global tables with multi-Region strong consistency now supports additional AWS Regions and cross-continent configurations".
aws.amazon.com/de/about-aws/…
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Vadym Kazulkin retweeted
The right architecture for durable execution depends on the size of the state, the cost of unloading and reloading it, the type of state, the duty cycle, and the mutation rate.
The right answer could be long-running VMs, local snapshots, remote snapshots, S3, a DB, etc.
I used to think durable execution required a server and workers. Now I think it's just a library and an S3 bucket.
Change my mind.
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"Connect Amazon Bedrock AgentCore to cross-account knowledge bases".
This post covers the architecture, security boundary, request flow, and selection criteria for two generally available Amazon Bedrock AgentCore orchestration models.
aws.amazon.com/de/blogs/mach…
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"Get started with the Agent Toolkit for AWS in the AWS CLI".
In this post I walk through what’s in the toolkit, how to install it, and how to manage skills as your work evolves.
aws.amazon.com/de/blogs/deve…
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"Evaluate any agent framework with Amazon Bedrock AgentCore Evaluations".
aws.amazon.com/de/blogs/mach…
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"The Vital Few".
What Price’s Law gets right, what it gets wrong, and the job it leaves for you.
by Mike Fisher
mikefisher.substack.com/p/th…
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"Claude Opus 5.5 is now available on AWS".
This post covers Claude Opus 5.5’s improvements, practical guidance, and how to start building with the model on Amazon Bedrock.
aws.amazon.com/de/blogs/mach…
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"Bring more intelligence to everyday work with GPT-6 Sol and GPT-6 Luna on Amazon Bedrock".
aws.amazon.com/de/blogs/mach…
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"Introducing Amazon CloudWatch Omni: AI-powered observability for generative AI and agentic workloads".
aws.amazon.com/de/blogs/aws/…
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"Amazon CloudWatch Omni: AI-first observability for agents and applications".
Omni is an AI-powered observability organized around your teams and the applications they run, so that you can observe and troubleshoot your applications and agents in one place.
aws.amazon.com/de/about-aws/…
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"Amazon CloudWatch Omni: AI-first observability for agents and applications".
Omni is an AI-powered observability organized around your teams and the applications they run, so that you can observe and troubleshoot your applications and agents in one place.
aws.amazon.com/de/about-aws/…
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Vadym Kazulkin retweeted
Let's delve in. 🧵
In today's rapidly evolving AI landscape, it's not just about accuracy — it's about the Pareto frontier. 🚀
Here's the kicker: Strands Harness is on it.
Not bigger. Not pricier. Better.
Load bearing performance.
This changes everything. 👇
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"Your contributors are AI-first now. Is your project?
AI contributors are already in your queue. AutoGPT maintainer Nicholas Tindle shares the repo instructions, gates, & boundaries that keep maintainers in control.
by Andrea Griffiths and Nicholas Tindle
github.blog/open-source/main…
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"The cost of saying yes has changed".
The cost of writing code dropped; the cost of owning it didn’t. A framework for deciding which changes are actually cheap in the AI era.
by Dalia Abuadas
github.blog/engineering/the-…
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"Responsibility Is Taken Before It Is Given".
You’ll find that people begin trusting and deferring to your judgement before the responsibility becomes explicit. Responsibility is taken in small increments before it is given in full.
by Lalit Maganti
lalitm.com/responsibility-is…
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Vadym Kazulkin retweeted
seriously, have you watched this fantastic talk by Java architect Ron Pressler on the principles of memory management in Java?
piped.video/watch?v=xr73mR7i…
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Vadym Kazulkin retweeted
I wrote about invisible engineering for @ComputerWeekly 's 60th anniversary.
computerweekly.com/feature/C…
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Vadym Kazulkin retweeted
Are you having an identity crisis as a programmer because of agentic coding? I’m not, and here’s why, and what I actually do for my job: blog.dyanacek.com/2026/09/21… #ai #coding
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"GenRec: Towards LLM-Native Recommendation at Netflix"
by @NetflixEng
netflixtechblog.com/genrec-t…
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"xAI’s Grok 4.6 is now available in Amazon Bedrock".
This post covers what xAI says Grok 4.6 is designed for, how it is packaged on Amazon Bedrock, and how to send your first request.
aws.amazon.com/de/blogs/mach…
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