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Danilo Poccia

@danilop.bsky.social
1.5K followers 844 following 589 posts

AI Solutions Director @ Nearform (ex AWS/Oracle/Sun). Few pics, some music. My opinions. Complexity is a science. He/him.

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Danilo Poccia @danilop.bsky.social · 18/08/2026
I just found this 🎶 Radiohead's Pyramid Song like you've never heard it before 👉 Grammy Award-winning percussionist Dame Evelyn Glennie with a new take on the Radiohead classic www.bbc.co.uk/sounds/play/... #BBC #Proms
bbc.co.uk
Proms Unmissable Moments - Radiohead's Pyramid Song like you've never heard it before - BBC Sounds
Grammy Award-winning percussionist Evelyn Glennie's new take on the Radiohead classic.
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Danilo Poccia @danilop.bsky.social · 13/08/2026
A fully stabilised version. I used the previous frame to fill up a few (six) dark ones... Probably someone walking in front of my tiny tripod :)
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Danilo Poccia @danilop.bsky.social · 12/08/2026
...and here's the result: a timelapse with a frame every 10 seconds 🎬 #solar #eclipse #DwarfLab #DwarfMini
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Danilo Poccia @danilop.bsky.social · 12/08/2026
Current status #solar #eclipse #DwarfLab #DwaftMini
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Danilo Poccia @danilop.bsky.social · 11/08/2026
Math and games 🤩 An interesting read full of ideas! From combinatorics and geometry to group and game theory with some dwelling in auctions and logic 🧮📘
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Danilo Poccia @danilop.bsky.social · 10/08/2026
Nice free online event tomorrow to hear from amazing people like Sam Newman, Alfonso Graziano, and Banjo Obayomi 👉 Software Development Superstream: From AI Conductor to AI Orchestrator – Go beyond the prompt to manage autonomous agentic systems www.oreilly.com/live/sd-supe...
oreilly.com
Software Development Superstream: From AI Conductor to AI Orchestrator - O'Reilly Media
Go beyond the prompt to manage autonomous agentic systems
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Danilo Poccia @danilop.bsky.social · 07/08/2026
Very nice read! A broad and deep guide for how to empower your coding agents (and your terminal) with CLI tools 👉 nearform.com/digital-comm...
nearform.com
Terminal velocity: the shell tools that make Claude Code fly | Nearform
A tour of battle-tested command-line tools that make Claude Code a more capable agent by leaning on the Unix philosophy of composable tools that work with text streams. It also covers writing your own...
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Danilo Poccia @danilop.bsky.social · 03/08/2026
There are few companies you hear good things about from both sides of the door. Nearform is one of those, and I am delighted to join today as AI Solutions Director.
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Danilo Poccia @danilop.bsky.social · 31/07/2026
What a ride! Today is my last day at AWS. It has been an honour to be part of such remarkable growth, helping customers of all sizes build and grow their ideas.
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Danilo Poccia @danilop.bsky.social · 09/04/2026
We called it prompt engineering. Then context engineering. What is going to be the next shift? dev.to/danilop/from...
dev.to
From prompt engineering to agent experience
Not long ago, the craft of working with large language models was all about the prompt. You'd...
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Danilo Poccia @danilop.bsky.social · 09/04/2026
We called it prompt engineering. Then context engineering. What is going to be the next shift? dev.to/danilop/from...
dev.to
From prompt engineering to agent experience
Not long ago, the craft of working with large language models was all about the prompt. You'd...
353
Reposted by Danilo Poccia
Danilo Poccia @danilop.bsky.social · 01/04/2026
Understanding LLMs by Building One 👉 We use large language models every day, but what actually happens inside them? danilop.github.io/micro-gpt-an...
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Danilo Poccia @danilop.bsky.social · 01/04/2026
Understanding LLMs by Building One 👉 We use large language models every day, but what actually happens inside them? danilop.github.io/micro-gpt-an...
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Reposted by Danilo Poccia
Nicolas Mouquet @nmouquet.bsky.social · 09/03/2026
‪ 🌳 Do you want to contribute to research on how humans perceive forests? Take this quick, anonymous 10-min survey 🌲 👉 www.biodiful.org#/forest This will help us explore how people experience forest biodiversity! Please share on 🦋 & tag @biodiful.bsky.social to reach more participants 🙏💚 🌐🌍🦤🦑🪴🍁🧪
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Seb in the cloud ☁️ @sebsto.bsky.social · 04/03/2026
How I built a production-ready macOS voice dictation app in 1.5 days using AI-assisted development, without writing a single line of code myself. stormacq.com/2026/03... #swiftlang #kiro #aiagents
stormacq.com
Building Wispr with Kiro: A Spec-First Approach to Swift Development
Developer Advocate @ AWS. I write about the cloud & Swift<br/>(opinions are my own)
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Danilo Poccia @danilop.bsky.social · 18/02/2026
And now I added an example of INT8 quantization for inference.
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Danilo Poccia @danilop.bsky.social · 17/02/2026
For fun, I added a "micro" masked diffusion text model variant (MDLM/LLaDA)... Now names emerge from noise :)
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Danilo Poccia @danilop.bsky.social · 12/02/2026
Inspired by Andrej Karpathy's #microGPT, here are eight implementations of the same tiny GPT language model, each version teaching something different about how neural networks are built, trained, and run: github.com/danilop/micr...
github.com
GitHub - danilop/micro-gpt-and-beyond: Six implementations of the same tiny GPT language model — from pure Python to PyTorch, JAX, and MLX. Inspired by Andrej Karpathy's microGPT.
Six implementations of the same tiny GPT language model — from pure Python to PyTorch, JAX, and MLX. Inspired by Andrej Karpathy's microGPT. - danilop/micro-gpt-and-beyond
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Danilo Poccia @danilop.bsky.social · 12/02/2026
Here are the slides for my session today! Context pressure with MCP: Patterns and trade-offs danilop.s3.eu-west-1.amazonaws.com/Presentation...
danilop.s3.eu-west-1.amazonaws.com
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Danilo Poccia @danilop.bsky.social · 09/02/2026
Hey, I’ll be speaking at #MCPconference London on 11–12 February. My session: Context pressure with MCP: Patterns and trade-offs There's a free ticket for my network: luma.com/mcplondon202... Reach out if you're there! I look forward to the tech chat :)
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Elizabeth Fuentes L @elizabethfue12.bsky.social · 20/01/2026
📰🚨 AWS Weekly Roundup: Kiro CLI latest features, AWS European Sovereign Cloud, EC2 X8i instances, and more (January 19, 2026) #AWSNewsBlog #AWSCommunityDay #reInvent #AWSBuilderCenter #SSACommunity
ift.tt
AWS Weekly Roundup: Kiro CLI latest features, AWS European Sovereign Cloud, EC2 X8i instances, and more (January 19, 2026) | Amazon Web Services
At the end of 2025 I was happy to take a long break to enjoy the incredible summers that the southern hemisphere provides. I’m back and writing my first post in 2026 which also happens to be my last...
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Danilo Poccia @danilop.bsky.social · 13/01/2026
Here's my AWS Weekly Roundup 👉 AWS Lambda for .NET 10, AWS Client VPN quickstart, Best of AWS re:Invent, and more (January 12, 2026) ift.tt/iwO2SgI #AWS #News #Serverless #VPN
ift.tt
AWS Weekly Roundup: AWS Lambda for .NET 10, AWS Client VPN quickstart, Best of AWS re:Invent, and more (January 12, 2026) | Amazon Web Services
At the beginning of January, I tend to set my top resolutions for the year, a way to focus on what I want to achieve. If AI and cloud computing are on your resolution list, consider creating an AWS…
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Danilo Poccia @danilop.bsky.social · 12/01/2026
I had a problem. I had accumulated too many MCP servers over time. So I asked Kiro to improve its own configuration and group tools into Powers that are loaded in context only when needed. Self-optimization is a new pattern. dev.to/aws/how-i-us... #AWS #Kiro #DevEx #AI
dev.to
How I Used Kiro to Optimize Its Own MCP Configuration
I had a problem. My Kiro setup had accumulated 14 MCP servers over time: AWS tools, web automation,...
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Danilo Poccia @danilop.bsky.social · 08/01/2026
Hey, Amazon Science is on Bluesky! Welcome :) @amazon-science.bsky.social
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Danilo Poccia @danilop.bsky.social · 05/01/2026
Chain-of-Draft (CoD) prompting is a technique that compresses reasoning steps to 5 words or less while maintaining accuracy. #AWS #AI
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Danilo Poccia @danilop.bsky.social · 05/01/2026
More details on Mantle, our next-generation inference engine for Amazon Bedrock. Designed with zero operator access (ZOA) from the ground up—no SSH, no Session Manager, no serial consoles. There's no mechanism for any AWS operator to access customer prompts or completions. #AWS #AI #Security
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Danilo Poccia @danilop.bsky.social · 05/01/2026
Happy 2026! If learning AI and cloud computing is on your list of resolutions this year, what about starting with an AWS Free Tier account? #CloudComputing #AI #AWS #LearnToCode #TechEducation #DevCommunity #2026Goals
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Danilo Poccia @danilop.bsky.social · 03/01/2026
Just got my first (smart) telescope and got these – 20’ each 🤩
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Danilo Poccia @danilop.bsky.social · 29/12/2025
Happy holidays from #Rome 🚶🏻‍♂️📷
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Darryl Ruggles @darryl-ruggles.cloud · 28/12/2025
dev.to/aws/explorin... The OpenAI API format is what most are used to. If you're wondering what switching to Amazon Bedrock would actually look like, the barrier is lower than you might expect. Project Mantle provides OpenAI-compatible endpoints and the same SDK, just a different base URL. (1️⃣/3️⃣) 🧵
dev.to
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...
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Danilo Poccia @danilop.bsky.social · 16/12/2025
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
dev.to
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...
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Reposted by Danilo Poccia
Tobias Schmidt @tpschmidt.com · 16/12/2025
Heavy downside at CloudWatch: Managing logs at scale usually sucks. With Unified Data Management, this may be solved!
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Tobias Schmidt @tpschmidt.com · 14/12/2025
RUM is a heavily overlooked feature of CloudWatch, even though it's great. Now it finally supports mobile apps too! 🕵️‍♂️
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Danilo Poccia @danilop.bsky.social · 05/12/2025
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
dev.to
Building a Semantic Storage for Humans and AI Agents
This week at AWS re:Invent 2025, Amazon S3 Vectors reached general availability, bringing...
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Danilo Poccia @danilop.bsky.social · 05/12/2025
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
dev.to
Building a Semantic Storage for Humans and AI Agents
This week at AWS re:Invent 2025, Amazon S3 Vectors reached general availability, bringing...
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Danilo Poccia @danilop.bsky.social · 05/12/2025
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
go.aws
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
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Danilo Poccia @danilop.bsky.social · 04/12/2025
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
dev.to
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...
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Danilo Poccia @danilop.bsky.social · 03/12/2025
Announcing TypeScript support in Strands Agents (preview) buff.ly/Y8bWvVR #AI #OpenSource
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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.
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Danilo Poccia @danilop.bsky.social · 02/12/2025
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
go.aws
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…
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Danilo Poccia @danilop.bsky.social · 02/12/2025
Build multi-step applications and AI workflows with AWS Lambda durable functions buff.ly/6tM27YH #AWS #Serverless #AI #reInvent #AWSreInvent
aws.amazon.com
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…
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Danilo Poccia @danilop.bsky.social · 02/12/2025
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
go.aws
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,…
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Danilo Poccia @danilop.bsky.social · 02/12/2025
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
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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…
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Danilo Poccia @danilop.bsky.social · 02/12/2025
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
buff.ly
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…
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Danilo Poccia @danilop.bsky.social · 02/12/2025
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
aws.amazon.com
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,…
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Danilo Poccia @danilop.bsky.social · 02/12/2025
Build reliable AI agents for UI workflow automation with Amazon Nova Act, now generally available buff.ly/Jb6ApsO #AWS #AI
aws.amazon.com
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…
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Danilo Poccia @danilop.bsky.social · 02/12/2025
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
buff.ly
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…
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Danilo Poccia @danilop.bsky.social · 01/12/2025
FYI – We’re rounding up the most exciting and impactful announcements from AWS re:Invent 2025 here: ift.tt/I40LBk8 #AWS #News #AWSreInvent #reInvent
ift.tt
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.
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Danilo Poccia @danilop.bsky.social · 19/11/2025
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
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Danilo Poccia @danilop.bsky.social · 19/11/2025
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
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Danilo Poccia @danilop.bsky.social · 17/11/2025
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.amazon.com
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
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