Danilo Poccia
@danilop.bsky.social
Chief Evangelist (EMEA) @ AWSCloud. Serverless, IoT, AI/ML. Few pics, some music. My opinions. Complexity is a science. He/him.
Transform your MCP architecture: Unite MCP servers through AgentCore Gateway 👉 A single point of control for routing, authentication, and tool management. including semantic discovery of tools across different target types
ift.tt/JzSC7wp
#AWS #AI #GenAI #MCP
ift.tt/JzSC7wp
#AWS #AI #GenAI #MCP
Transform your MCP architecture: Unite MCP servers through AgentCore Gateway | Amazon Web Services
Earlier this year, we introduced Amazon Bedrock AgentCore Gateway, a fully managed service that serves as a centralized MCP tool server, providing a unified interface where agents can discover,…
ift.tt
November 10, 2025 at 2:27 PM
Transform your MCP architecture: Unite MCP servers through AgentCore Gateway 👉 A single point of control for routing, authentication, and tool management. including semantic discovery of tools across different target types
ift.tt/JzSC7wp
#AWS #AI #GenAI #MCP
ift.tt/JzSC7wp
#AWS #AI #GenAI #MCP
Reposted by Danilo Poccia
Tired of manually converting Python projects from "requirements.txt" to modern "pyproject.toml" to use with "uv"?
I built a tool that does it in one command.
dev.to/danilop/mode...
#Python #DevTools #DevEx #OpenSource #UV
I built a tool that does it in one command.
dev.to/danilop/mode...
#Python #DevTools #DevEx #OpenSource #UV
Modernizing Python Projects: Converting requirements.txt to uv in One Command
When cloning Python projects that I want to test or use for a demo, I often find out that the...
dev.to
November 6, 2025 at 2:31 PM
Tired of manually converting Python projects from "requirements.txt" to modern "pyproject.toml" to use with "uv"?
I built a tool that does it in one command.
dev.to/danilop/mode...
#Python #DevTools #DevEx #OpenSource #UV
I built a tool that does it in one command.
dev.to/danilop/mode...
#Python #DevTools #DevEx #OpenSource #UV
Tired of manually converting Python projects from "requirements.txt" to modern "pyproject.toml" to use with "uv"?
I built a tool that does it in one command.
dev.to/danilop/mode...
#Python #DevTools #DevEx #OpenSource #UV
I built a tool that does it in one command.
dev.to/danilop/mode...
#Python #DevTools #DevEx #OpenSource #UV
Modernizing Python Projects: Converting requirements.txt to uv in One Command
When cloning Python projects that I want to test or use for a demo, I often find out that the...
dev.to
November 6, 2025 at 2:31 PM
Tired of manually converting Python projects from "requirements.txt" to modern "pyproject.toml" to use with "uv"?
I built a tool that does it in one command.
dev.to/danilop/mode...
#Python #DevTools #DevEx #OpenSource #UV
I built a tool that does it in one command.
dev.to/danilop/mode...
#Python #DevTools #DevEx #OpenSource #UV
Building AI agents has become easier 👉 Iterate faster with Amazon Bedrock AgentCore Runtime direct code deployment
buff.ly/FRHe6YU
#AWS #AI #GenAI #Python #Serverless
buff.ly/FRHe6YU
#AWS #AI #GenAI #Python #Serverless
Iterate faster with Amazon Bedrock AgentCore Runtime direct code deployment | Amazon Web Services
Amazon Bedrock AgentCore is an agentic platform for building, deploying, and operating effective agents securely at scale. Amazon Bedrock AgentCore Runtime is a fully managed service of Bedrock…
aws.amazon.com
November 6, 2025 at 12:37 PM
Building AI agents has become easier 👉 Iterate faster with Amazon Bedrock AgentCore Runtime direct code deployment
buff.ly/FRHe6YU
#AWS #AI #GenAI #Python #Serverless
buff.ly/FRHe6YU
#AWS #AI #GenAI #Python #Serverless
Love this! Jupyter Deploy 👉 Create a JupyterLab application with real-time collaboration in the cloud in minutes (Jonathan did all the work here, I just helped the post slip through the door)
buff.ly/rihvfAd
#OpenSource #DevEx
buff.ly/rihvfAd
#OpenSource #DevEx
Jupyter Deploy: Create a JupyterLab application with real-time collaboration in the cloud in minutes | Amazon Web Services
Jupyter notebooks have become a popular tool for data scientists, researchers, educators and analysts who need to experiment with code, visualize data, and document their findings. Many users run…
buff.ly
November 6, 2025 at 9:16 AM
Love this! Jupyter Deploy 👉 Create a JupyterLab application with real-time collaboration in the cloud in minutes (Jonathan did all the work here, I just helped the post slip through the door)
buff.ly/rihvfAd
#OpenSource #DevEx
buff.ly/rihvfAd
#OpenSource #DevEx
Quick update: Nova Multimodal Embeddings now supports batch inference, allowing to convert large volumes of content into embeddings more efficiently. Instead of sending individual requests for each, you can send multiple items in a single request, reducing API overhead.
Amazon Nova Multimodal Embeddings: State-of-the-art embedding model for agentic RAG and semantic search 👉 The first unified embedding model that supports text, documents, images, video, and audio to enable crossmodal retrieval with leading accuracy.
Read more in my post:
Read more in my post:
Amazon Nova Multimodal Embeddings: State-of-the-art embedding model for agentic RAG and semantic search | Amazon Web Services
Amazon Nova Multimodal Embeddings is a new state-of-the-art embedding model available in Amazon Bedrock. It is the industry’s first embedding model that supports text, documents, images, video, and…
buff.ly
November 6, 2025 at 9:09 AM
Quick update: Nova Multimodal Embeddings now supports batch inference, allowing to convert large volumes of content into embeddings more efficiently. Instead of sending individual requests for each, you can send multiple items in a single request, reducing API overhead.
Reduce CAPTCHAs for AI agents browsing the web with Web Bot Auth (Preview) in Amazon Bedrock AgentCore Browser 👉 Web Bot Auth is a draft IETF protocol that gives agents verifiable cryptographic identities.
buff.ly/zT38oBP
#AWS #AI #GenAI #Security
buff.ly/zT38oBP
#AWS #AI #GenAI #Security
Reduce CAPTCHAs for AI agents browsing the web with Web Bot Auth (Preview) in Amazon Bedrock AgentCore Browser | Amazon Web Services
AI agents need to browse the web on your behalf. When your agent visits a website to gather information, complete a form, or verify data, it encounters the same defenses designed to stop unwanted…
buff.ly
November 5, 2025 at 8:39 AM
Reduce CAPTCHAs for AI agents browsing the web with Web Bot Auth (Preview) in Amazon Bedrock AgentCore Browser 👉 Web Bot Auth is a draft IETF protocol that gives agents verifiable cryptographic identities.
buff.ly/zT38oBP
#AWS #AI #GenAI #Security
buff.ly/zT38oBP
#AWS #AI #GenAI #Security
Reposted by Danilo Poccia
Never Forget a Thing: Building AI Agents with Hybrid Memory Using Strands Agents
A proof-of-concept memory system that maintains conversation flow through summarization while preserving the ability to retrieve exact historical messages when needed.
dev.to/aws/never-fo...
A proof-of-concept memory system that maintains conversation flow through summarization while preserving the ability to retrieve exact historical messages when needed.
dev.to/aws/never-fo...
Never Forget a Thing: Building AI Agents with Hybrid Memory Using Strands Agents
When using (and building) AI agents, I kept running into the same frustrating problem: as...
dev.to
October 31, 2025 at 11:04 AM
Never Forget a Thing: Building AI Agents with Hybrid Memory Using Strands Agents
A proof-of-concept memory system that maintains conversation flow through summarization while preserving the ability to retrieve exact historical messages when needed.
dev.to/aws/never-fo...
A proof-of-concept memory system that maintains conversation flow through summarization while preserving the ability to retrieve exact historical messages when needed.
dev.to/aws/never-fo...
ICYMI – Introducing Chronos-2: From univariate to universal forecasting
In-context learning enables Chronos-2 to solve forecasting tasks with an arbitrary number of dimensions in a zero-shot manner.
In-context learning enables Chronos-2 to solve forecasting tasks with an arbitrary number of dimensions in a zero-shot manner.
Introducing Chronos-2: From univariate to universal forecasting
In-context learning enables a model that can solve forecasting tasks with an arbitrary number of dimensions in a zero-shot manner.
buff.ly
October 31, 2025 at 4:41 PM
ICYMI – Introducing Chronos-2: From univariate to universal forecasting
In-context learning enables Chronos-2 to solve forecasting tasks with an arbitrary number of dimensions in a zero-shot manner.
In-context learning enables Chronos-2 to solve forecasting tasks with an arbitrary number of dimensions in a zero-shot manner.
Never Forget a Thing: Building AI Agents with Hybrid Memory Using Strands Agents
A proof-of-concept memory system that maintains conversation flow through summarization while preserving the ability to retrieve exact historical messages when needed.
dev.to/aws/never-fo...
A proof-of-concept memory system that maintains conversation flow through summarization while preserving the ability to retrieve exact historical messages when needed.
dev.to/aws/never-fo...
Never Forget a Thing: Building AI Agents with Hybrid Memory Using Strands Agents
When using (and building) AI agents, I kept running into the same frustrating problem: as...
dev.to
October 31, 2025 at 11:04 AM
Never Forget a Thing: Building AI Agents with Hybrid Memory Using Strands Agents
A proof-of-concept memory system that maintains conversation flow through summarization while preserving the ability to retrieve exact historical messages when needed.
dev.to/aws/never-fo...
A proof-of-concept memory system that maintains conversation flow through summarization while preserving the ability to retrieve exact historical messages when needed.
dev.to/aws/never-fo...
Reposted by Danilo Poccia
Amazon Nova Multimodal Embeddings: State-of-the-art embedding model for agentic RAG and semantic search 👉 The first unified embedding model that supports text, documents, images, video, and audio to enable crossmodal retrieval with leading accuracy.
Read more in my post:
Read more in my post:
Amazon Nova Multimodal Embeddings: State-of-the-art embedding model for agentic RAG and semantic search | Amazon Web Services
Amazon Nova Multimodal Embeddings is a new state-of-the-art embedding model available in Amazon Bedrock. It is the industry’s first embedding model that supports text, documents, images, video, and…
buff.ly
October 28, 2025 at 3:20 PM
Amazon Nova Multimodal Embeddings: State-of-the-art embedding model for agentic RAG and semantic search 👉 The first unified embedding model that supports text, documents, images, video, and audio to enable crossmodal retrieval with leading accuracy.
Read more in my post:
Read more in my post:
Amazon Nova Multimodal Embeddings: State-of-the-art embedding model for agentic RAG and semantic search 👉 The first unified embedding model that supports text, documents, images, video, and audio to enable crossmodal retrieval with leading accuracy.
Read more in my post:
Read more in my post:
Amazon Nova Multimodal Embeddings: State-of-the-art embedding model for agentic RAG and semantic search | Amazon Web Services
Amazon Nova Multimodal Embeddings is a new state-of-the-art embedding model available in Amazon Bedrock. It is the industry’s first embedding model that supports text, documents, images, video, and…
buff.ly
October 28, 2025 at 3:20 PM
Amazon Nova Multimodal Embeddings: State-of-the-art embedding model for agentic RAG and semantic search 👉 The first unified embedding model that supports text, documents, images, video, and audio to enable crossmodal retrieval with leading accuracy.
Read more in my post:
Read more in my post:
What if you could simulate human behavior before making big decisions? 🤖
Fascinating Stanford webinar on AI agent simulations — how “digital people” built on LLMs could transform research, management, and policy.
Fascinating Stanford webinar on AI agent simulations — how “digital people” built on LLMs could transform research, management, and policy.
Stanford Global Alumni Webinar | August 2025 | AI Agent Simulation of Human Behavior
What if you had a “what-if” machine that could simulate human behavior?
Imagine testing decisions before you make them or doing instant consumer research. In this webinar, we’ll explore how AI agent…
youtu.be
October 27, 2025 at 5:09 PM
What if you could simulate human behavior before making big decisions? 🤖
Fascinating Stanford webinar on AI agent simulations — how “digital people” built on LLMs could transform research, management, and policy.
Fascinating Stanford webinar on AI agent simulations — how “digital people” built on LLMs could transform research, management, and policy.
October 20, 2025 at 7:36 AM
Reposted by 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
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
October 15, 2025 at 3:40 PM
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
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
Reposted by Danilo Poccia
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."
"The more effort you put in with the prompt the better the output."
October 15, 2025 at 11:31 AM
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."
"The more effort you put in with the prompt the better the output."
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
Context Engineering e Memory Pattern per Agenti AI buff.ly/61sLQRD
#AWS #AWSCommunity #Italy #Rome #Italia #Roma #AI
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
buff.ly
October 15, 2025 at 6:33 AM
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
Context Engineering e Memory Pattern per Agenti AI buff.ly/61sLQRD
#AWS #AWSCommunity #Italy #Rome #Italia #Roma #AI
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
Make agents a reality with Amazon Bedrock AgentCore: Now generally available
buff.ly/g2aIBnd
#AWS #AI #GenAI #Serverless
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.
buff.ly
October 14, 2025 at 1:23 PM
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
Make agents a reality with Amazon Bedrock AgentCore: Now generally available
buff.ly/g2aIBnd
#AWS #AI #GenAI #Serverless
Reposted by Danilo Poccia
Here’s my AWS Weekly Roundup: Amazon Quick Suite, Amazon EC2, Amazon EKS, and more (October 13, 2025) ift.tt/Ubv0Fhj #AWS #News
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…
ift.tt
October 13, 2025 at 4:50 PM
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
October 14, 2025 at 7:52 AM
Learning about the latest technologies at @codemotion.bsky.social 😂 Seriously, lots of nostalgia and curiosity from the audience… depending on their age 😅 #Codemotion #Milan
Here’s my AWS Weekly Roundup: Amazon Quick Suite, Amazon EC2, Amazon EKS, and more (October 13, 2025) ift.tt/Ubv0Fhj #AWS #News
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…
ift.tt
October 13, 2025 at 4:50 PM
Here’s my AWS Weekly Roundup: Amazon Quick Suite, Amazon EC2, Amazon EKS, and more (October 13, 2025) ift.tt/Ubv0Fhj #AWS #News
Reposted by Danilo Poccia
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!
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!
October 13, 2025 at 12:19 PM
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!
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!
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
From Prototype to Production: Context Engineering and Memory Patterns for AI Agents
#CodemotionMilan
October 13, 2025 at 9:22 AM
It was so much fun to be there! I met friends I haven’t seen for years. Thanks for having me!
Had a great time at our first AWS AI in Practice meetup last night. Thanks to all! Big thank you to @danilop.bsky.social & Diana Ionita for 2 great talks! Cannot wait for the next one - 12th Nov. www.meetup.com/awsuguk-ai-i...
#AWS #AI #AmazonBedrock #Agents #Serverless #AWSCommunity #APIGateway
#AWS #AI #AmazonBedrock #Agents #Serverless #AWSCommunity #APIGateway
October 9, 2025 at 1:32 PM
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
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
AWS Builder Center
Connect with builders who understand your journey. Share solutions, influence AWS product development, and access useful content that accelerates your growth. Your community starts here.
buff.ly
October 9, 2025 at 1:23 PM
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
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