Stef
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marzanis.bsky.social
Stef
@marzanis.bsky.social
Auto Geek, Tech Leader Software-Defined Products @ AWS | MotorTrend SDV Innovator '24 | SOAFEE & Eclipse.SDV
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Shaping automotive's future from cloud to vehicle. Host of AWS All Things Automotive. Founder & Eternal innovator.
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🚗☁️ | Mountain View, CA
Santa Clara, here we come! Sep 21-23.

Munich teams took safety-critical code from requirements to MISRA-compliant software in 25 minutes. Your turn: workshop + hackathon with Kiro, MCP servers, agentic pipelines. No AI experience required.

Register: go.aws/4xdRsbs

#AgenticAI
September 16, 2026 at 7:00 AM
That's a wrap on Agentic PlugFest Episode 2! One prompt drove the whole automotive V&V loop - feedback in minutes, not days.

Replay: www.linkedin.com/video/live/...

Episode 3 lands Thursday - then Santa Clara, Sep 21-23!

#AgenticAI
September 15, 2026 at 7:54 PM
🔴 Live now: Agentic PlugFest, Episode 2.

One prompt drives the whole automotive V&V loop — tests running on AWS, ~80% green on iteration one, feedback in minutes not days.

Join us and drop your questions 👇
www.linkedin.com/video/live/...
#aws #automotive #embedded #cloud #agenticai | Stefano Marzani
New co-host this time — Remco Timmer from HERE Technologies — and our guest Sebastian Dietze from tracetronic GmbH, one of the winners of our Munich hackathon. With them and Augustin Friedel we'll dive deep into... Agentic V&V! The topic is close to my heart: in automotive, software development is only 50% of the work, max. The other half - at least - is V&V. Way more if we consider ADAS/AV-related functionalities. And the V-model gives you all the quality, but none of the speed. What TraceTronic will show: One prompt — "Hey, I'm a dev and I have to implement my automotive requirements" — drives the whole loop: requirements from Siemens' Polarion, implementation and test cases generated, tests executed on EC2, ~80% green on the first iteration, then the agent iterates to done. Feedback in minutes, not days. -> The math: a single test case runs five digits in cost, and there are thousands of them per component. Cutting 20% of that time is not an incremental improvement. And no, the hum
www.linkedin.com
September 14, 2026 at 3:02 PM
Agentic PlugFest, Episode 2 — Monday Sep 14, 8am PT.

One prompt drives the whole automotive V&V loop: requirements → tests running on AWS → ~80% green on iteration one. Feedback in minutes, not days.

With TraceTronic, MHP & HERE: www.linkedin.com/events/7503...

#AgenticAI
September 10, 2026 at 12:00 AM
Yesterday at Laguna Seca I lived something I won't forget.

Unimore Racing — my alma mater's team — won the Indy Autonomous Challenge. And they did it overtaking the competitors THREE times through the famous Corkscrew. 🧵
September 5, 2026 at 3:06 AM
🔴 Live now: Agentic PlugFest, Episode 1.

A safety-critical automotive V-cycle collapsed into one agentic loop — 6-8 weeks in 25 minutes.

Join and drop your questions 👇
www.linkedin.com/video/live/...
#aws #agenticai #automotive #softwaredefinedvehicle | Stefano Marzani
I'm thrilled to invite you to a webinar I'm co-hosting with Augustin Friedel and Marcin Klecha on September 3rd — "Agentic PlugFest — Episode 1: Closed-Loop Agentic Safety-Critical Software Development." Together with our partners at HERE Technologies and MHP – A Porsche Company, we will walk through the winning solution from our Munich SDV Accelerator hackathon from TASKING and Infineon Technologies. These innovators - Travis Bone, Felix Martin, and Simon Achatz - built a fully agentic solution that takes safety-critical automotive code from requirements to verified, MISRA-compliant software in under 25 minutes. This is not theoretical — you will see a live demo of AI agents running static analysis, resolving compliance findings, and executing white-box coverage on virtual ECUs. Click “Attend” to mark your calendars now!! And of course... register to the next PlugFest, Santa Clara, September 22-23: https://lnkd.in/gpS5Y3QJ ! Remco Timmer Fernando Villasol Lev Levine Mahesh Geeniga
www.linkedin.com
September 3, 2026 at 3:02 PM
⏱️ 6-8 weeks of automotive software engineering, compressed to 25 minutes.

Offload tedious, highly specialized work to agents; free knowledgeable people for what adds value.

Travis Bone (TASKING) collapsed the safety-critical V-cycle into one agentic loop on AWS.

Sep 3: lnkd.in/gXV5_jTN
September 2, 2026 at 7:00 PM
Long time no post. I was off watching AI compress 6 weeks of engineering into 25 minutes 😎😜 -- more on that shortly. 👀
September 2, 2026 at 2:52 AM
See ya!
June 20, 2026 at 10:44 AM
A trail of Alps
January 25, 2026 at 2:08 PM
Stefano^3, 2025
#bologna #traditions
December 27, 2025 at 11:36 AM
October 12, 2025 at 3:35 AM
Napoli, bellissima!
April 27, 2025 at 1:20 PM
Working with a view and… 🛸s today #seattle
January 28, 2025 at 3:22 PM
Welcome, #LewisHamilton (red heart ❤️, always 🏎️)
January 20, 2025 at 5:54 PM
And for #CES2025 it’s a wrap! Now back to the lab 🥽🥼👨‍🔬🤓😎
January 12, 2025 at 6:25 PM
Kicking-off #CES2025 in… Paris? Maybe! But for sure I’ll start with with the always awesome #SBD breakfasts!
Have a great #CES week folks 👍
January 7, 2025 at 3:54 PM
Reposted by Stef
x
X has ~18m daily USA users. @bsky.app, ~1.5m.

Is it worth 20 MINS a day to proactively recruit and bring your friends, neighbors,relatives, businesses, anyone who is or could be a user, to @bsky.app?

If Bluesky ends up with more users than the others, you destabilize musk, zuck, trump.
January 6, 2025 at 10:31 PM
Reposted by Stef
Eleven years on from his skiing accident, the message of support from the world of #F1 remains the same ❤️
December 29, 2024 at 9:25 AM
In 2025 I want to focus on #challenging AND #meaningful projects.
Not the time for ordinary stuff: radically all in!
What are your #ChallenFul pursuits for 2025?
January 1, 2025 at 10:38 PM
December 29, 2024 at 4:36 PM
Tradition is respected: Stefano _in_ Piazza Santo Stefano _on_ Santo Stefano's Day -> Stefano^3 😄
#bologna #italy #stefano
December 26, 2024 at 6:53 PM
What a #reinvent2024!
Hightlights! ⚡️⚡️⚡️
On Day1, a great breakout session with #aptiv - Joey Lorich on the stage with me and Nikit Pednekar - about #llm orchestration from cloud to vehicle-edge…
December 7, 2024 at 7:53 PM
An impressive technical feat #reinvent2024 #reinvent
December 3, 2024 at 5:04 PM
Hello Vegas! Anybody around @ #reinvent2024?
December 3, 2024 at 4:55 PM