Danilo Poccia

Our latest videos are out!
1️⃣ From Prototype to Production with Strands Agents & Amazon Bedrock AgentCore - @danilop.bsky.social
2️⃣ My AI Coding Partner: Building the London Improv Calendar on AWS - Diana Ionita
youtube.com/c/AWSUserGro...
#AWS #AI #AmazonBedrock #Agents #Serverless #AWSCommunity

Man with a beard and glasses standing next to a screen giving a demo of Amazon Q.

I just mentioned an AWS tool in my talk and the next speaker Ricardo Sueiras, is going to demo it. He's doing a great job of explaining how to set rules and context when generating code.

"The more effort you put in with the prompt the better the output."

Context Engineering e Memory Pattern per Agenti AI, Wed, Oct 15, 2025, 6:15 PM | Meetup Come portare un agente AI dalla sperimentazione all’uso in produzione? In questo talk, **Danilo Poccia** (Chief Evangelist @AWS) mostrerà attraverso demo pratiche come gest

Ci vediamo stasera a Roma con l’AWS User Group!

Context Engineering e Memory Pattern per Agenti AI buff.ly/61sLQRD

#AWS #AWSCommunity #Italy #Rome #Italia #Roma #AI

Make agents a reality with Amazon Bedrock AgentCore: Now generally available | Amazon Web Services Learn why customers choose AgentCore to build secure, reliable AI solutions using their choice of frameworks and models for production workloads.

Get AI agents from pilots to full-scale production fast!

Make agents a reality with Amazon Bedrock AgentCore: Now generally available

buff.ly/g2aIBnd

#AWS #AI #GenAI #Serverless

AWS Weekly Roundup: Amazon Quick Suite, Amazon EC2, Amazon EKS, and more (October 13, 2025) | Amazon Web Services This week I was at the inaugural AWS AI in Practice meetup from the AWS User Group UK. AI-assisted software development and agents were the focus of the evening! Next week I’ll be in Italy for…

Here’s my AWS Weekly Roundup: Amazon Quick Suite, Amazon EC2, Amazon EKS, and more (October 13, 2025) ift.tt/Ubv0Fhj #AWS #News

Learning about the latest technologies at @codemotion.bsky.social 😂 Seriously, lots of nostalgia and curiosity from the audience… depending on their age 😅 #Codemotion #Milan

AWS Weekly Roundup: Amazon Quick Suite, Amazon EC2, Amazon EKS, and more (October 13, 2025) | Amazon Web Services This week I was at the inaugural AWS AI in Practice meetup from the AWS User Group UK. AI-assisted software development and agents were the focus of the evening! Next week I’ll be in Italy for…

Here’s my AWS Weekly Roundup: Amazon Quick Suite, Amazon EC2, Amazon EKS, and more (October 13, 2025) ift.tt/Ubv0Fhj #AWS #News

New milestones! The AWS News Feed now has over 2k digest subscribers and sent out over 20k emails in the past 30 days ✉️ 💌 📈

The AWS News digests are the best way to stay on top of everything new in AWS, especially with Re:Invent 2025 approaching. Not subscribed yet? Do it here: buff.ly/Qe3cvlJ!

On my way to Milan for Codemotion, see you there tomorrow!

#CodemotionMilan

It was so much fun to be there! I met friends I haven’t seen for years. Thanks for having me!

Deploy production AI agents on Amazon Bedrock AgentCore in minutes!

This comprehensive guide by Mike Chambers shows how to transform your laptop prototype into enterprise-grade AI with persistent memory, secure code execution, and automatic scaling.

buff.ly/TNZpXBu

#AWS #AI #GenAI #AIagents

Nice example of using Strands Agents with LiteLLM! Thanks for sharing 👏

Wow! That’s amazing!

AWS AI In Practice #1, Wed, Oct 8, 2025, 6:00 PM | Meetup Our inaugural event! We are delighted to welcome [Danilo Poccia](https://www.linkedin.com/in/dpoccia/), Chief Evangelist (EMEA) at AWS, who will share insights on Strands A

See you this evening at the first AWS AI In Practice meetup in London. We start at 6pm!

buff.ly/DnsxNKG

#AWS #AI #London

Nice example of using Strands Agents with LiteLLM! Thanks for sharing 👏

Wow nice, thanks for sharing!

Cute illustrated logo featuring a pink/peach colored pie displaying ‘3.14’ (pi), surrounded by two snakes in blue and yellow. The design is encircled by text reading ‘r-strings • zsid • free-threading • support • sub-interpreters • REPL highlighting • note colour • colour’ in a circular arrangement. The illustration uses a soft pastel color palette with blue, yellow, and pink tones, and includes decorative sparkle elements.

The stable release of Python 3.14 is out now! Go, go, go update! 🙌

discuss.python.org/t/python-3-1...

Next week - Wed 8 Oct London.
🎙️ @danilop.bsky.social - From Prototype to Production with #StrandsAgents & #AmazonBedrock #AgentCore.
🎙️Diana Ionita - My #AI Coding Partner: Building the London Improv Calendar on #AWS
www.meetup.com/awsuguk-ai-i...
#AWSCommunity #Serverless #DynamoDB #APIGateway

Agenda:

conferences.codemotion.com/milan2025/ag...

All patterns shown are framework-agnostic and apply to any LLM backend. The open source Strands Agents framework and Amazon Bedrock AgentCore are used for the specific implementation.

Through hands-on demos, we'll demonstrate the implementation and production deployment of context management patterns such as summarization and memory hierarchies separating working memory from episodic/semantic stores.
...

While prototypes can naively append all conversation history and tool outputs, production agents face context window limits, degraded performance from "context rot", and growing costs as conversations lengthen.
...

Context engineering, deciding what goes into the model's context window at each step, determines whether your agent fails after 10 interactions or completes 1000-step tasks reliably.
...

AI agents are a new class of software applications that use AI models to reason, plan, act, learn, and adapt in pursuit of user-defined goals with limited human oversight.
...

Excited to be back at Codemotion! My session will be on Tuesday morning (just after the not-to-be-missed keynote by Enrica Porcari, Head of IT, CERN).

From Prototype to Production: Context Engineering and Memory Patterns for AI Agents

#CodemotionMilan

Building Scalable Multi-Modal AI Agents with Strands Agents and Amazon S3 Vectors 🇻🇪🇨🇱 Dev.to Linkedin GitHub Twitter Instagram Youtube Linktr ...

Build multi-modal AI agents that scale 🤖

New 3-part series:
✅ Process images, docs & videos
✅ Persistent memory (FAISS → S3 Vectors)
✅ Prototype to production
✅ Few lines of code

dev.to/aws/building...

#AWS #AI

New blog post, reflecting on nearly seven years since the Firecracker launch, and how we're using Firecracker to power serverless databases (in Aurora DSQL) and infrastructure for AI agents (in Bedrock AgentCore).

Here's the post: brooker.co.za/blog/2025/09...

GitHub - danilop/agentcore-multi-framework-examples: Amazon Bedrock AgentCore – Multi Framework Examples Amazon Bedrock AgentCore – Multi Framework Examples - danilop/agentcore-multi-framework-examples

I shared the articles before, let's go straight to the code now:

1. Amazon Bedrock AgentCore – Multi Framework Examples

Sample implementations of AI agents using different frameworks, all integrated with AgentCore for production deployment and centralized memory management.

buff.ly/qCXb9mk

3. ttok4bedrock – ttok-style token counting for Amazon Bedrock

Token counting for Amazon Bedrock models - drop-in replacement for ttok with exact CLI/SDK compatibility.

buff.ly/OD92srr

Let me know what you think!

GitHub - danilop/agentcore-memory-browser: Amazon Bedrock AgentCore Memory Browser Amazon Bedrock AgentCore Memory Browser. Contribute to danilop/agentcore-memory-browser development by creating an account on GitHub.

2. AgentCore Memory Browser

A web interface for browsing and exploring Amazon Bedrock AgentCore Memory resources. This application provides a user-friendly way to interact with AgentCore Memory data through both control plane and data plane APIs.

buff.ly/GAIHFuw