AWS Hero 🚀 / Cloud Expert 🪄 / Engineering Innovator 🤖
Brno, Česká republika
Joined October 2010
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- Following980
- Followers2K
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Filip Pyrek retweeted
We have partnered with @AnthropicAI to launch the Claude connector for Fusion.
With the Fusion MCP, you can now tap into Claude’s desktop capabilities—speech, vision, web search, and cross-service workflows—right inside your design flow.
Combined with #AutodeskAssistant, this opens up more flexible, customizable agentic workflows for how you build with Fusion + Claude.
Learn more here: autode.sk/4mXFaQN
Filip Pyrek retweeted
Skvělé tipy pro Claude Code (ale většinou aplikovatelné i na OpenCode a jiné)
Nechtěl se mi to číst, tak jsem si o tom nechat udělat podcast v češtině:
fra1.digitaloceanspaces.com/…
45 Claude Code Tips: From Basics to Advanced
github.com/ykdojo/claude-cod…
Filip Pyrek retweeted
Today, we’re evolving @StitchbyGoogle from @GoogleLabs into an AI design canvas transforms natural language prompts into production-ready front-end code.
Some highlights from what’s new:
1. A complete redesign of the Stitch UI, which can now ingest multimodal references (text prompts, images, or code) as creative seeds for your design ideas
2. A brand new, context-aware design agent that can share feedback on builds, generate PRDs, and ask questions to better understand your vision. You can even talk to the agent if you prefer a verbal sounding board
3. A new agent-friendly markdown file, DESIGN.md, which you can use to export or import your design rules to or from other design and coding tools
Whether you’ve been designing for decades or you’re whiteboarding your first software idea, Stitch can help you turn concepts into prototypes in minutes rather than days ➡️ stitch.withgoogle.com
Filip Pyrek retweeted
Today, we’re releasing a significant upgrade to our specialized reasoning mode, Gemini 3 Deep Think.
Deep Think is built to drive practical applications, enabling researchers to interpret complex data and engineers to model physical systems through code.
With the updated Deep Think, you can turn a sketch into a 3D-printable reality. Deep Think analyzes the drawing, builds the complex shape, and generates a file so you can create the physical object with 3D printing.
This is rolling out now to Google AI Ultra subscribers. Select the "Deep Think" option in the tools menu to get started.
Learn more here: goo.gle/3MoiifF
Filip Pyrek retweeted
I really think there's a huge advantage to vibe coding golang over typescript. Obviously, you wouldn't use golang for frontend. But if your in services land, forgo nodejs and do golang. It's a simple language that has a very consistent ecosystem and AI does well.
Filip Pyrek retweeted
I missed CDK Aspects when I moved to SST.
Being able to modify all resources at once is a superpower.
Turns out, you don't have to give that up.
You can auto-add alerts to every Lambda function in your stack with a simple transform.
Here is how to auto-monitor your entire stack:
Filip Pyrek retweeted
If you're exploring DynamoDB and want a hands-on learning path, this resource can help a lot: learn.dynoconsole.com
Filip Pyrek retweeted
POLYGLOBE JUST GOT ANOTHER MASSIVE UPGRADE 🌐
DeepStateLive’s Ukraine war map is now draped directly onto the globe, live and synced with @Polymarket .
Shaded control zones, shifting frontlines, Russian/Belarusian unit icons and direction of attack arrows all sitting under your markets and OSINT in near real time.
These Ukraine geo markets confuse people constantly. is it the city limits, the oblast, “enter” vs “capture all of”?
Now, when you hover a market, we draw the exact area of operation it resolves on and spell out the rule in plain English.
No more rule debates, no more guessing what actually settles.
The only way to monitor the situation.
Filip Pyrek retweeted
AWS finally made centralized logging simple 🎉
Everybody says "you need a central logging account" but creating it was quite a hassle.
Your options before:
🔹 Observability Access Manager (OAM)
Works, but complicated setup.
Requires understanding sinks, sources, and links.
Not exactly plug-and-play.
🔹 Custom Solutions
Log Subscription filters + Kinesis Data Streams + Lambda.
You're now maintaining infrastructure instead of building features.
🔹 Third-Party Tools
Works great!
Costs more.
Another vendor dependency.
AWS just launched CloudWatch log centralization.
Built into Organizations 🔥
What it does:
Creates rules that automatically copy logs from source accounts to your central logging account.
Cross-account.
Cross-region.
No Kinesis needed.
Setup is three steps:
1️⃣ Delegate your logging account as administrator
2️⃣ Create centralization rules (by account ID, OU, or entire org)
3️⃣ Logs start copying over
You can create up to 50 rules.
Logs include @aws.account and @aws.region fields for filtering.
If you run multiple AWS accounts, this is the simplest path to centralized observability.
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Hey, I’m Sandro — a full-stack engineer who’s built dozens of production-grade apps on AWS. I share what I learn with 11,000+ devs at awsfundamentals.com/newslett….
Filip Pyrek retweeted
If you’re still sending raw JSON into your LLMs, you’re burning tokens, latency, and budget!
Try TOON (Token-Oriented Object Notation).
Clear like YAML, compact like CSV:
• 30–60% fewer tokens
• Up to 50% lower costs
• Shines for tabular data.
Free and Open source 🧵↓
Filip Pyrek retweeted
Microsoft did it again!
Building with AI agents almost never works on the first try.
You spend days tweaking prompts, adding examples, hoping it gets better. Nothing systematic, just guesswork.
This is exactly what Microsoft's Agent Lightning solves.
It's an open-source framework that trains ANY AI agent with reinforcement learning. Works with LangChain, AutoGen, CrewAI, OpenAI SDK, or plain Python.
Here's how it works:
> Your agent runs normally with whatever framework you're using. Just add a lightweight agl.emit() helper or let the tracer auto-collect everything.
> Agent Lightning captures every prompt, tool call, and reward. Stores them as structured events.
> You pick an algorithm (RL, prompt optimization, fine-tuning). It reads the events, learns patterns, and generates improved prompts or policy weights.
> The Trainer pushes updates back to your agent. Your agent gets better without you rewriting anything.
The best part: you can also optimize individual agents in a multi-agent system.
I have shared the link to the GitHub repo in the replies!
Let me know if I should cover this in a video demo!
Filip Pyrek retweeted
AWS launched "Automatic quota management"
While it is currently only a notification. It seems they are working already on an auto-adjust mode.
And I would love to have some default settings in either IAC or an Account Factory available.
With that it could be much easier to ensure that devs don't need to handle quotas in new accounts.
Since this is typically something you don't know until you debug a weird error for quite some time.
Nice step AWS 👍🏽
Filip Pyrek retweeted
I got married at 21, started having kids at 23. Obviously that's early for a lot of people. But my focus was always family first, work second. I still worked tons, like really a lot. Now 20 years later can I say that was the best decision. Work is nothing compared to my family.
Filip Pyrek retweeted
Cloudflare introduces NET Dollar, a new U.S. dollar-backed stablecoin that will enable instant, secure transactions for the agentic web. cfl.re/4msrZWd
Filip Pyrek retweeted
Holy shit...
Stanford just published research that destroys every prompt engineering guru.
Turns out most "advanced techniques" are just survivorship bias and confirmation bias.
Here's what the data actually shows:
Filip Pyrek retweeted
At BottleCapAI, we believe AI shouldn’t cost tens of millions to train.
We are now opening challenge for those who want to help with that!
🏆 $3K / $2K / $1K prizes
⏰ Deadline: 11/11/2025
🖥️ 1 GPU. Your ideas.
👉 Join the NoCap Test: github.com/BottleCapAI/NoCap…
Filip Pyrek retweeted
Google just changed note taking forever.
NotebookLM got massive upgrades.
7 Powerful features you can't afford to miss:
Filip Pyrek retweeted
Three unforgettable days with our #AWSHeroes comes to a bittersweet end. ✨ To our AWS Heroes - your passion and willingness to share knowledge never ceases to inspire us, thank you! 🦸 🦸♂️
#AWSHeroesSummit
ALT AWS Heroes