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AWS Weekly Roundup: OpenAI GPT-6 Astra on Amazon Bedrock, Amazon Quick desktop GA, Kiro for students, and more (September 14, 2026)

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There’s a particular energy to mid-September in New York. Pumpkin spice lattes are flowing, temperatures are dropping, and it’s nearly sweater weather. The city is back at full speed, and so is the AWS launch calendar. This week that energy showed up in a new frontier model on Amazon Bedrock, a desktop app for Amazon Quick, and a reminder that the developers seeing the biggest gains from AI agents aren’t just using better tools — they’re working differently.

Let’s dive in.

Headlines
OpenAI GPT-6 Astra is now generally available on Amazon Bedrock – GPT-6 Astra is OpenAI’s latest and most capable model to date, and you can now run it on Amazon Bedrock. It brings deeper reasoning and judgment, professional-quality writing and design, and advanced computer and browser use to demanding business workflows. The model supports a context window of up to 1 million input tokens, so you can send it large codebases, long contracts, or extensive document collections and ask it to reconcile competing inputs.

You can call GPT-6 Astra through supported Amazon Bedrock APIs, or configure ChatGPT Work and Codex to use the model on Amazon Bedrock. Alongside the launch, OpenAI is introducing new enterprise plugins for ChatGPT Work that extend Astra’s browser-use capabilities across common business applications. Established AWS controls help you secure workloads, govern access, and audit model invocation activity, and your inference data isn’t used for model training. Read more

Last week’s launches
Here are some launches and updates from this past week that caught my attention:

  • Amazon Quick desktop app is now generally available on macOS and Windows – The Amazon Quick desktop app brings Amazon Quick to your computer, where it can work with local files and stay connected to your calendar, email, and business apps in the background. Conversations, context, and agents stay synchronized across desktop and mobile, so work you start on one surface carries over to the other. With this release, Quick agents also keep running after you close your computer, which means you can start a long-running task before you leave the office, add input from the mobile app on the way home, and review the result when you get there. Existing Quick users can download the desktop app, and the mobile app is available from the Apple App Store and Google Play. Read more
  • AWS Lambda now supports a 90-minute function timeout on Lambda Managed Instances – You can now configure a function timeout of up to 90 minutes for asynchronous and event source mapping (ESM) invocations on Lambda Managed Instances, a 6x increase from the previous 15-minute limit. That opens the door to data processing, media transcoding, financial calculations, AI inference, and batch jobs that need longer continuous execution, without splitting the work across multiple functions. Synchronous invocations keep the existing 15-minute maximum. The longer timeout also applies to steps inside Lambda durable functions, which can still run for up to a year when invoked asynchronously. Read more
  • Amazon EBS Volume Clones now copies volumes across accounts – Amazon Elastic Block Store (Amazon EBS) Volume Clones can now copy a volume into another AWS account and re-encrypt it with an AWS Key Management Service (AWS KMS) key in the target account. If you keep production and development in separate accounts, you can share a volume with AWS Resource Access Manager (AWS RAM) and let the target account create a fresh copy in the same Availability Zone, for example, cloning a production database volume into an isolated development account. Cross-account copy works for all volume types, including unencrypted volumes and volumes encrypted with customer managed keys. Read more
  • Second-generation single-rack AWS Outposts is now generally available – The new single-rack AWS Outposts is a self-contained 42U rack that puts compute, storage, and networking into one compact unit for locations that need low latency, local data processing, or data residency, and don’t have room for a larger footprint. A single rack delivers up to 2,688 vCPU and 100 TB of Amazon EBS storage, and supports the latest x86-powered Amazon EC2 instances, including general purpose (M7i, M8i), compute-optimized (C7i, C8i), memory-optimized (R7i, R8i), and Outposts accelerated networking instances. You get the same APIs, console, automation, governance, and security controls as multi-rack Outposts and AWS Regions. Read more
  • Amazon OpenSearch Serverless is now available on v0 by Vercel – You can now describe a search or AI application in natural language inside v0 by Vercel and get a full-stack app backed by Amazon OpenSearch Serverless. v0 provisions a collection, indexes your data, and uses the OpenSearch Serverless endpoint for full-text search and vector search for retrieval-augmented generation (RAG) workloads, without leaving the v0 interface. OpenSearch Serverless scales capacity up and down for you, so you can focus on the application instead of cluster management. You can provision under a new AWS account or link an existing one. Read more
  • AWS Transform for .NET modernization is now generally available via CLI – You can trigger an AWS-managed .NET modernization in AWS Transform custom with a single CLI command, then run it interactively or script it into an existing pipeline. The CLI sits alongside the existing AWS Transform for .NET experiences in the web application, Visual Studio IDE, Kiro Power, and MCP agents. Use it to upgrade language versions, migrate frameworks, optimize performance, and analyze codebases with transformations you can run as-is or customize. The .NET modernization transformation includes 50,000 free agent minutes per month. Read more

For a full list of AWS announcements, be sure to keep an eye on the What’s New with AWS page.

Other AWS news
Here are some additional posts and resources that you might find interesting:

  • Clare Liguori on frontier engineering – If you already use an AI coding assistant but don’t feel like you’re shipping much faster, start here. Clare Liguori, Senior Principal Engineer at AWS, published a practitioner’s manifesto on frontier engineering: ten principles, drawn from teams across Amazon, for changing how you build software with AI agents. The argument is direct. Software development has split in two, people who changed how they work with agents, and people who only changed their coding tools. Frontier engineering is not vibe coding. You spend the first weeks writing steering files, refactoring the codebase, and learning to decompose work for agents. Those weeks feel slower. The weeks after feel dramatically faster, because you’re no longer building the software directly — you’re building the agent setup that builds the software.
  • A free year of Kiro for students around the world – The Kiro Students program is expanding from 11 universities to 121 new schools across 16 countries. Eligible students get one year of Kiro with 1,000 credits per month and full access to paid features such as premium models and Kiro Web, no credit card and no trial timer. You can work in the IDE, the CLI, Kiro Web in a browser, or Kiro Crew. If you’re a student, sign up with your university email.
  • The state of AI for security: measuring what matters for trust – Security teams are using AI for triage, threat modeling, incident response, and code review, but a tool that flags everything doesn’t save time. In The state of AI for security, Anshumali Shrivastava and Neha Rungta introduce Deception Benchmark, a new evaluation that tests whether a model can tell a real vulnerability from code that looks risky but is actually safe. The benchmark includes 14,822 samples across 16 languages and more than 70 Common Weakness Enumeration (CWE) categories. Under standard prompting, precision landed in the mid-50s, about as likely to be inaccurate as accurate, and none of the 12 models tested kept both false positives and false negatives below 10 percent. The post links to the dataset, whitepaper, and submission workflow for verified scoring.
  • Build full-stack AWS applications in minutes with AI-powered scaffolding – Version 1.0 of the Nx Plugin for AWS is an open source toolkit of deterministic generators for APIs, websites, databases, and AI agents, plus the AWS infrastructure to run them. Each generator writes working, deployable code with security, observability, and type-safety already in place, so an AI assistant can assemble the foundation and spend its effort on your application logic. Bingo Industries used it to take a multi-agent operations chatbot from idea to production in less than 3 weeks. The plugin is open source on GitHub. Create a workspace with pnpm create @aws/nx-workspace and point your coding agent at the included MCP server.
  • The oldest architecture in computing – On All Things Distributed, Werner Vogels starts from a question customers always ask “Will AI take my job?”, and lands on memory. After spending time with Kiro Crew, he traces a line from Jeff Hawkins’ A Thousand Brains to how Crew stores, consolidates, and forgets across markdown files, a vector database, and a key-value index. His conclusion: the brain is the oldest architecture in computing, and the people who think hardest about how it works will build the next tools. Now, go build.

For a full list of AWS blog posts, be sure to keep an eye on the AWS Blogs page.

Upcoming AWS events
Check your calendar and sign up for upcoming AWS events:

Join the AWS Builder Center to connect with builders, share solutions, and access content that supports your development. Browse here for upcoming AWS-led in-person and virtual events and developer-focused events.

That’s all for this week. Check back next Monday for another Weekly Roundup!

— Micah

This post is part of our Weekly Roundup series. Check back each week for a quick roundup of interesting news and announcements from AWS!

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Build and run an AI-powered app on a Developer Cloud PC

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From: Windows Developer
Duration: 1:32
Views: 99

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If Windows were designed today, would the Registry exist?

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From: Microsoft Developer
Duration: 1:51
Views: 126

Mark Russinovich explores a fascinating question: if Windows were designed today, would the Registry still exist? He explains the original purpose of the Windows Registry as a centralized configuration database, how app-specific hives evolved over time, and why modern design approaches favor decentralized, human-readable configuration files. Comparing Windows to Linux, Mark shares why a more flexible, file-based model might be the choice if Windows were built from scratch today.

#Windows #MarkRussinovich #Microsoft #Registry #WindowsArchitecture #OperatingSystems #Linux #SoftwareEngineering #SystemDesign #TechTalk

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When Agile Principles Became a Fight With the System | Deborah Colombari

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Deborah Colombari: When Agile Principles Became a Fight With the System

Read the full Show Notes and search through the world's largest audio library on Agile and Scrum directly on the Scrum Master Toolbox Podcast website: http://bit.ly/SMTP_ShowNotes.

 

"I was trying to go against the system, but you cannot go against the system." - Deborah Colombari

 

Deborah Colombari's Scrum Master journey started with a sense that Agile gave her permission to work differently. After early project management work, a year in Canada exposed her to Agile, and the Scrum Master role soon "felt like a glove." But her failure story starts when a supportive leader left and a more command-driven manager arrived. Deborah pushed back hard, trying to protect the Agile practices she believed were right: dailies, burn-down and burn-up charts, transparency, and team focus. The problem was that she was fighting the manager instead of first understanding the system around him. That conflict spilled into the team and damaged morale. Looking back, Deborah says she would now sit down with the manager first, understand the goals and pressures behind the change, and look for compromise before escalating into resistance. Her key learning was pragmatic: Scrum Masters need principles, but they also need diplomacy. The work is not only helping the team inside the Agile bubble, but also translating between that bubble and the wider organization.

 

In this episode, we refer to ITIL, the Dunning-Kruger effect, and Thinking in Systems by Donella Meadows.

 

Self-reflection Question: Where are you fighting the system before you have understood the pressure it is trying to respond to?

 

[The Scrum Master Toolbox Podcast Recommends]

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Angela thought she was just there to coach a team. But now, she's caught in the middle of a corporate espionage drama that could make or break the future of digital banking. Can she help the team regain their mojo and outwit their rivals, or will the competition crush their ambitions? As alliances shift and the pressure builds, one thing becomes clear: this isn't just about the product—it's about the people.

 

🚨 Will Angela's coaching be enough? Find out in Shift: From Product to People—the gripping story of high-stakes innovation and corporate intrigue.

 

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[The Scrum Master Toolbox Podcast Recommends]

 

About Deborah Colombari

 

Deborah is an Enterprise Agile Coach with a decade of experience championing Agile principles across organizations. Passionate about collaboration and continuous improvement, Deborah genuinely loves what she does—empowering others to work smarter, deliver value, and thrive in dynamic environments.

 

You can link with Deborah Colombari on LinkedIn.





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1038: OpenAI Releases GPT 6 Astra

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Wes and CJ dig into OpenAI’s GPT‑6 Astra; the massive jump in computer use, the wild Blender MCP 3D demos, and whether all the AGI talk actually holds up. Plus Hugging Face’s robot duck, Vitest 5 and the arrest behind the shai‑hulud supply chain attacks

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Download audio: https://traffic.megaphone.fm/FSI1154569409.mp3
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Does Code Quality Still Matter When AI Writes It?

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The hottest take on LinkedIn right now is that coding was never the bottleneck. Josh and Bob have hired hundreds of developers, sat through the "why is this taking so long" meetings, and lived through waterfall, so they're calling it: coding was slow, expensive, and scary, and pretending otherwise rewrites history.

But that's just the opening argument. The real conversation is about what happens after the bottleneck moves. Bob walks through the waterfall phases most of the audience never lived through (the 3-inch binder on the shelf, the Gantt charts, the near-infinite bug triage loop) and admits there's something from that era worth keeping. Josh shares a debate he's having with himself about whether code readability still matters when neither he nor his cofounder will ever read the code again, and traces it back to the day he argued his boss out of Hungarian notation because IntelliSense had made it pointless.

From there: the "ilities" and which one AI still struggles with most (Josh's answer is usability, by a wide margin), Bob's claim that the industry has been producing less skilled engineers for 25 years and AI just turned up the volume, a CTO who replaced a 9-year-old website in 3 months instead of a year, and why "AI plus HI" only works if the human intelligence part is still growing.

If you're an engineering leader deciding which standards to enforce on AI-generated code and which ones to retire, this is the episode.

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Download audio: https://episodes.captivate.fm/episode/8269030d-d318-4859-b930-576ba69714b2.mp3
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