Danilo Poccia
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danilop.bsky.social
Danilo Poccia
@danilop.bsky.social
1.4K followers 840 following 530 posts
Chief Evangelist (EMEA) @ AWSCloud. Serverless, IoT, AI/ML. Few pics, some music. My opinions. Complexity is a science. He/him.
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danilop.bsky.social
Amazon Bedrock now has OpenAI-compatible APIs through Project Mantle. I built a CLI to explore them and learned some interesting things about the two different approaches. 🧵

dev.to/aws/explorin...

#AWS #AI #OpenAI #Python
Exploring the OpenAI-Compatible APIs in Amazon Bedrock: A CLI Journey Through Project Mantle
After Amazon Bedrock introduced OpenAI-compatible application programming interfaces (APIs) through...
dev.to
December 16, 2025 at 1:15 PM
Reposted by Danilo Poccia
tpschmidt.com
Heavy downside at CloudWatch: Managing logs at scale usually sucks.
With Unified Data Management, this may be solved!
December 16, 2025 at 12:03 PM
Reposted by Danilo Poccia
tpschmidt.com
RUM is a heavily overlooked feature of CloudWatch, even though it's great.
Now it finally supports mobile apps too! 🕵️‍♂️
December 14, 2025 at 7:57 AM
Reposted by Danilo Poccia
danilop.bsky.social
Inspired by the general availability of Amazon S3 Vectors, I used it with Nova Multimodal Embeddings to build "SemStash", a semantic storage for humans and AI agents:

dev.to/aws/building...

#AWS #AI #Storage #Python #MCP
Building a Semantic Storage for Humans and AI Agents
This week at AWS re:Invent 2025, Amazon S3 Vectors reached general availability, bringing...
dev.to
December 5, 2025 at 3:32 PM
danilop.bsky.social
Inspired by the general availability of Amazon S3 Vectors, I used it with Nova Multimodal Embeddings to build "SemStash", a semantic storage for humans and AI agents:

dev.to/aws/building...

#AWS #AI #Storage #Python #MCP
Building a Semantic Storage for Humans and AI Agents
This week at AWS re:Invent 2025, Amazon S3 Vectors reached general availability, bringing...
dev.to
December 5, 2025 at 3:32 PM
danilop.bsky.social
Amazon Bedrock now supports Responses API on new OpenAI API-compatible service endpoints 👉 Responses API support is available today starting with OpenAI's GPT OSS 20B/120B models, with support for other models coming soon

go.aws/447OY2F

#AWS #AI #OpenAI #reInvent #AWSreInvent #DevEx #SDK
Amazon Bedrock now supports Responses API from OpenAI - AWS
Discover more about what's new at AWS with Amazon Bedrock now supports Responses API from OpenAI
go.aws
December 5, 2025 at 9:34 AM
danilop.bsky.social
Strands Agents now speaks TypeScript: A Side-by-Side Guide 👉 This article compares the Python and TypeScript implementations side by side, building a practical example along the way

dev.to/aws/strands-...

#OpenSource #AI #Python #TypeScript
Strands Agents now speaks TypeScript: A side-by-side guide
The Strands Agents SDK, which was released as open source in May 2025, recently added TypeScript...
dev.to
December 4, 2025 at 3:18 PM
danilop.bsky.social
Announcing TypeScript support in Strands Agents (preview) buff.ly/Y8bWvVR

#AI #OpenSource
GitHub - strands-agents/sdk-typescript: A model-driven approach to building AI agents in just a few lines of code.
A model-driven approach to building AI agents in just a few lines of code. - GitHub - strands-agents/sdk-typescript: A model-driven approach to building AI agents in just a few lines of code.
buff.ly
December 3, 2025 at 10:44 PM
danilop.bsky.social
Amazon Bedrock adds 18 fully managed open weight models 👉 Including the new Mistral Large 3 and Ministral 3 models

go.aws/3XuL5kE

#AWS #AI #reInvent #AWSreInvent
Amazon Bedrock adds 18 fully managed open weight models, including the new Mistral Large 3 and Ministral 3 models | Amazon Web Services
Access fully managed foundation models from leading providers like Google, Kimi AI, MiniMax AI, Mistral AI, NVIDIA, OpenAI, and Qwen, including the new Mistral Large 3 and Ministral 3 3B, 8B, and 14B…
go.aws
December 2, 2025 at 5:08 PM
danilop.bsky.social
Build multi-step applications and AI workflows with AWS Lambda durable functions

buff.ly/6tM27YH

#AWS #Serverless #AI #reInvent #AWSreInvent
Build multi-step applications and AI workflows with AWS Lambda durable functions | Amazon Web Services
New Lambda capability lets you build applications that coordinate multiple steps reliably over extended periods—from seconds to up to one year—without paying for idle compute time when waiting for…
aws.amazon.com
December 2, 2025 at 5:06 PM
danilop.bsky.social
Amazon S3 Vectors now generally available with increased scale and performance 👉 Reduce the total cost of storing and querying vectors by up to 90% when compared to specialized vector database solutions

go.aws/3XuL2oY

#AWS #Storage #AI
Amazon S3 Vectors now generally available with increased scale and performance | Amazon Web Services
Scale vector storage and querying to new heights with S3 Vectors' general availability—now supporting up to 1 billion vectors per index, 100ms query latencies, and expanded regional availability,…
go.aws
December 2, 2025 at 5:06 PM
danilop.bsky.social
Introducing Amazon Nova 2 Sonic 👉 Our new speech-to-speech model for conversational AI

New languages, improved speech understanding, asynchronous tool calling , and more.

buff.ly/Dg3RMpr

#AWS #AI #reInvent #AWSreInvent
Introducing Amazon Nova 2 Sonic: Our new speech-to-speech model for conversational AI | Amazon Web Services
Build more natural voice interactions with enhanced speech-to-speech AI—now featuring multilingual conversations, dynamic speech control, crossmodal inputs, and improved telephony integration while…
buff.ly
December 2, 2025 at 5:00 PM
danilop.bsky.social
Amazon Bedrock AgentCore adds quality evaluations and policy controls for deploying trusted AI agents – Plus episodic functionality in AgentCore Memory and bidirectional streaming in AgentCore Runtime

buff.ly/t84SD0Z

#AWS #AI #reInvent #AWSreInvent
Amazon Bedrock AgentCore adds quality evaluations and policy controls for deploying trusted AI agents | Amazon Web Services
Deploy AI agents with confidence using new quality evaluations and policy controls—enabling precise boundaries on agent actions, continuous quality monitoring, and experience-based learning while…
buff.ly
December 2, 2025 at 4:58 PM
danilop.bsky.social
Introducing Amazon Nova Forge: Build your own frontier models using Nova 👉 Start development from early model checkpoints, blend your datasets with Amazon Nova-curated training data, and host custom models securely on AWS.

buff.ly/8b5Z3lJ

#AWS #AI #reInvent #AWSreInvent
Introducing Amazon Nova Forge: Build your own frontier models using Nova | Amazon Web Services
New program gives organizations unprecedented access to Nova model training, enabling them to build custom frontier models that deeply embed domain expertise without the traditional barriers of cost,…
aws.amazon.com
December 2, 2025 at 4:45 PM
danilop.bsky.social
Build reliable AI agents for UI workflow automation with Amazon Nova Act, now generally available

buff.ly/Jb6ApsO

#AWS #AI
Build reliable AI agents for UI workflow automation with Amazon Nova Act, now generally available | Amazon Web Services
New AWS service helps developers build AI agents that automate browser-based tasks like form filling, search & extract, shopping & booking, and QA testing—with over 90% reliability for enterprise…
aws.amazon.com
December 2, 2025 at 4:42 PM
danilop.bsky.social
Introducing Amazon Nova 2 Lite 👉 A fast, cost-effective reasoning model for everyday workloads offering industry-leading price performance to build capable, reliable, and efficient agentic-AI applications

buff.ly/eJdpOo3

#AWS #AI #reInvent #AWSreInvent
Introducing Amazon Nova 2 Lite, a fast, cost-effective reasoning model | Amazon Web Services
New fast, cost-effective model supports extended thinking with adjustable reasoning depth, letting you control the balance between speed, intelligence, and cost while building AI applications for…
buff.ly
December 2, 2025 at 4:38 PM
danilop.bsky.social
FYI – We’re rounding up the most exciting and impactful announcements from AWS re:Invent 2025 here:

ift.tt/I40LBk8

#AWS #News #AWSreInvent #reInvent
Top announcements of AWS re:Invent 2025 | Amazon Web Services
Discover our most impactful innovations across analytics, AI, compute, containers, security, and more throughout the conference week.
ift.tt
December 1, 2025 at 5:49 PM
Reposted by Danilo Poccia
danilop.bsky.social
Introducing flat-rate pricing plans with a monthly price 👉 With no overage charges, regardless of whether your website or application goes viral or faces a DDoS attack.

#AWS #CDN
November 19, 2025 at 10:59 AM
danilop.bsky.social
Introducing flat-rate pricing plans with a monthly price 👉 With no overage charges, regardless of whether your website or application goes viral or faces a DDoS attack.

#AWS #CDN
November 19, 2025 at 10:59 AM
danilop.bsky.social
This will help you answer questions such as “I want to call a specific AWS service operation, which IAM permissions do I need?”

buff.ly/T8H60Aj

#AWS
AWS Service Reference Information now supports SDK Operation to Action mapping - AWS
Discover more about what's new at AWS with AWS Service Reference Information now supports SDK Operation to Action mapping
aws.amazon.com
November 17, 2025 at 4:35 PM
danilop.bsky.social
On my way to the second AWS AI In Practice London meetup!

buff.ly/OOxF094

#AWS #AI #GenAI #London #AWScommunity
AWS AI In Practice #2, Wed, Nov 12, 2025, 6:00 PM | Meetup
We are delighted to welcome [Phil Basford,](https://www.linkedin.com/in/philipbasford/) Senior Director at Cognizant UK&I Consulting and [Ashraful Alam](https://www.linkedi
buff.ly
November 12, 2025 at 5:15 PM
danilop.bsky.social
Join me and hundreds of other developers at AWS Dev Day Stockholm on November 19!

I'll share my learning on how automated reasoning can help reduce the risk of AI hallucinations. Register today: buff.ly/Ge4L6hA

#awsdevday
November 12, 2025 at 12:35 PM
danilop.bsky.social
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
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
Reposted by Danilo Poccia
danilop.bsky.social
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
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
danilop.bsky.social
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
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