@awsdevelopers

build. deploy. meme. repeat.

builder.aws.com/
Joined June 2021
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For three days, we're opening the door to the people who can help you grow your career in tech 💜 Hear how women leaders at AWS got where they are, build with the AWS Level Up hands-on workshop, and learn what recruiters really look for. Oct 27-29, online and open to all ↓
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Learn more and register: go.aws/4yAmY43

Build Your Week: Learn, Connect, and Grow With AWS | AWS Builder Center

A week of virtual AWS sessions featuring fireside chats, hands-on learning, and practical career insights.

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you and your localhost have been through a lot together. it believes in you even when prod doesn't.
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Your agent gets 4 of 5 fields right but exact match scores it zero. StructuredOutputSimilarity in Strands Evals works field by field instead. You see what improved, what broke, and where to focus next. It runs deterministically with no LLM judge in the default path.
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Read more: go.aws/4yZrhXD

Evaluating structured agent output, field by field, with Strands Evals

StructuredOutputSimilarity scores structured agent output field by field with Stickler: deterministic, per-field accuracy with no LLM judge in the default path.

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AWS Developers retweeted
Ali Spittel
@ASpittelOct 16
Lambda Web Functions - Behind the Scenes! xitter.cf/i/spaces/1AJEmvrYdaOJL

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AWS Developers retweeted
David Nalley
@ke4qqqOct 16
Replying to @kdaigle
Kyle, this is a classy move. Thanks for doing this! AWS re:Invent isn't at the same time or area, but we're setting aside 100 complimentary passes for folks with cancelled GHC registrations. While re:Invent isn't a replacement for GHC, I also hope that it will give folks a chance to connect Nov 30-Dec 4th, in Las Vegas. Please email [email protected]
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AWS Developers retweeted
Eric Johnson
@edjgeekOct 16
Don't Forget we are doing an X Space today on the new AWS Lambda Web Functions. Join @ASpittel (host), @julian_wood, @samrat_karak, and myself as we get in to the nitty gritty of it! 10 AM PT, right here on X!
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Not every agent decision needs a giant LLM. Strands Decider now ships four Gemma sizes (E2B to 26B-A4B), so you can weigh accuracy, latency, and deployment tradeoffs without rewriting a thing. go.aws/4hLkbzY

Strands Decider adds four Gemma 4 models

Four new Strands Decider models built on Gemma 4 let developers compare sizes for routing, guardrails, evaluation, and other agent decisions.

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We're live answering questions about building web applications using AWS Lambda Web Functions. Ask us anything! go.aws/4i0NcGH

From the aws community on Reddit: AMA - Building web applications using AWS Lambda Web Functions

Explore this post and more from the aws community

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If you don't have the Agent Toolkit, you should grab it to make building easier Liam Greenamyre, Principal PM of Developer Platforms at AWS, talks all things toolkit go.aws/4zCfheM

Inside the AWS Agent Toolkit with Liam Greenamyre

Why do some teams see massive speedups from AI coding agents while ...

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Install today: go.aws/47m34Pb

Agent Toolkit for AWS - For Kiro, Claude Code, Codex, & MCP-Compatible Agents

Secure access to AWS APIs, up-to-date documentation, and production-ready infrastructure skills for AI coding agents.

aws.amazon.com
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The new AWS experience simplifies IAM permissions so you can focus on building ↓
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Invite a teammate with an email invite instead of creating an IAM user. Create a resource in a supported service console and IAM role manager builds the execution role and attaches it in the same step.
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Read more: go.aws/47iLcVj

Build without stopping to set up IAM roles in the new AWS experience | AWS Builder Center

The new AWS experience handles much of the initial permission setup for your team and the services you build. See how project sharing grants collaborator access and IAM role manager handles workload...

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Have you ever wanted to run Node.js frameworks such as Express, Fastify, or Hono on Lambda without an adapter? well now you can with Lambda Web Functions ↓
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Learn more: go.aws/4yOWPzB

Announcing AWS Lambda Web Functions | Amazon Web Services

AWS Lambda Web Functions is a serverless compute primitive that runs your HTTP framework natively, delivering fast, consistent responses through multi-concurrent execution and automated global...

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Happy #AdaLovelace Day. She wrote the first algorithm over 180 years before the cloud existed. Today we're shouting out all the women building in tech and shaping our future right now.
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what was the first AWS service you used?
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