Helical Brew

Automation in the Wild – Podcast Playlist | #HelicalBrew #ViralVideo #Podcast

Lab automation runs on software nobody talks about. Schedulers, drivers, integration layers — the invisible glue holding million dollar systems together. Today we're pulling it apart.

Mike Salmi is the founder of Cheshire Labs and creator of Orca, an open source scheduler built from years of real automation work in clinical, contract, and biotech R&D environments.

We get into why vendor software keeps falling short, what it actually costs to write a device driver ($14,000 apparently), why open source changes everything for startups, and how AI just rewrote the rules.

Guest: Mike Salmi — Cheshire Labs

Hosts: Mike Ouren & Sura Hadi

🔗 cheshirelabs.io

🔗 Orca on GitHub

🔗 Mike Salmi on LinkedIn

🎬 Chapters

00:00 Cold Open

00:19 Welcome & Intro

01:42 Icebreaker — When did you know you had to build it yourself?

05:27 Life Inside Real Automation Stacks

11:43 Where Vendor Software Falls Short

16:29 13 Windows Licenses

19:44 Device Drivers & AI

22:17 Why Every Integration Feels Custom

24:03 Cheshire Labs & Orca — The Origin Story

25:39 Why Build an Open Source Scheduler?

28:03 Cloud Native Lab Infrastructure

31:42 Swarm AI in Practice

34:42 Claude Driving the Robot

35:00 AI Helps & AI Risks

40:04 AI Readiness Factor

44:15 Picks of the Week — Claude Code & Flipper Zero

47:22 Wrap Up & Where to Find Mike

#HelicalBrew #LabAutomation #OpenSource #Biotech #LabRobotics #AutomationInTheWild #SLAS2026

🎙️ Guest: Dave May | Owner & Lead Service Engineer, DCM Bioservices

🎧 Hosts: Mike Ouren & Sura Hadi

📺 Series: Automation in the Wild

"You can't lie to the robot. It doesn't know." – Dave May

When a 500lb robot dumps a $250,000 instrument on the floor, someone has to show up and fix it. That someone is Dave May. In this episode, Dave pulls back the curtain on what lab automation service really looks like — the duct tape on light curtains, the instruments collecting dust in corners, and why the robot is almost never actually the problem.

🧠 What You'll Learn:

• Why 25-30% of automation failures are actually user error
• What buyers should always ask before signing a PO
• How proprietary software is changing third-party service
• Why keeping your instrument clean is your best PM strategy
• What "validated" really means when the plate sealer isn't integrated
• The real reason robots get fired for cycle time

☕ Whether you're running a lab, buying automation, or keeping it alive after warranty — this one's for you.

🎧 Subscribe for new episodes →    / @helicalbrew  

📩 Want to be a guest? Email us: [email protected]

📍 TikTok, Shorts & more: @helicalbrew

⏱️ EPISODE CHAPTERS

00:00 – Cold Open: When the Robot Wins

00:29 – Intro & Dave's Background

01:21 – First "Oh No" Moment: Let the Smoke Out

02:42 – How Dave Arrived in Lab Automation Service

04:50 – What People Don't Understand About Service Engineers

06:41 – The Duct Tape Hall of Shame

08:32 – What Do People Actually Blame?

11:10 – The Robot Defense Attorney

13:43 – Craziest Story: 500lb Robot vs. Liquid Handler

15:13 – Most Common Causes of Downtime

16:13 – Why Nobody Designs for Serviceability

17:53 – The Bravo: A Love Story

19:10 – DDR & The Benchbot Era

21:12 – How Often Is the Robot Actually the Problem?

22:56 – The Validation Gap Nobody Talks About

24:08 – When Labs Fire Their Robots for Being Too Slow

26:31 – How Automation Has Gotten Harder to Service

27:43 – Proprietary Software & Locked-Down Systems

29:07 – What DCM Bioservices Actually Does

33:11 – Proprietary Software: The Real Bottleneck

37:18 – Buyer Intelligence: Questions to Ask Before the PO

38:53 – What Should Be Non-Negotiable in Service

39:29 – Accessibility: The Thing Nobody Plans For

42:07 – 3D Printing: The MacGyver of Life Science

43:41 – Wrapping Up: How to Have Fewer Emergency Calls

46:09 – The Light Curtain & Liquid Problem

47:30 – Pick of the Week: Vessel Screwdriver & David Clark Headset

55:17 – How to Reach Dave & DCM Bioservices

🔗 Connect with Dave MayWebsite: https://dcmbio.com

LinkedIn:   / david-may-6650b91  

#HelicalBrew #AutomationInTheWild #LabAutomation #LabRobotics #BiotechOps #ServiceEngineering #LiquidHandling #LabLife #BiotechInnovation #ScientificStorytelling #RoboticsEngineering #LifeScience #PodcastClip #sciencepodcast #techpodcast #biotechstartup #viralshorts #podcastshorts #SLAS2026 #LabEquipment #LabManagement #LabTech #automation #robotics

🎙 Hosts: Sura Hadi & Mike Ouren

After 55 episodes of Helical Brew, we’re cracking open an Unfiltered Brew - a candid, behind-the-scenes conversation about what’s actually working, what’s changed, and what growing a technical podcast really looks like.

From YouTube algorithms and Shorts strategy to why professionals rarely leave LinkedIn, this episode is an honest check-in on content, platforms, and the reality of building an audience in science and lab automation — plus SLAS prep, tech culture, and conference chaos along the way.

This isn’t a how-to guide.

It’s context between episodes.

🎯 What We Cover

• Why Shorts changed everything for Helical Brew
• How YouTube behaves once you hit consistency
• Why LinkedIn engagement ≠ listens
• Algorithms, visibility, and feedback loops
• CES, humanoid robots, and hype vs reality
• SLAS Boston prep and logistics

🎬 Chapters

00:00 – Cold Open

00:35 – YouTube After 55 Episodes

05:20 – Why Shorts Matter

07:55 – Tech Culture & Humanoid Robots

12:00 – Travel & Conference Reality

17:45 – SLAS Prep & Recording in the Wild

28:10 – Wrap-Up

🔔 SubscribeWe explore automation, AI, and the future of science — from real labs to real conversations.

👉 YouTube:    / @helicalbrew  

👉 All platforms: www.helicalbrew.com

📩 Want to collaborate or be a guest? [email protected]

#HelicalBrew #UnfilteredBrew #SciencePodcast #LabAutomation#PodcastBehindTheScenes #YouTubeShorts #ContentStrategy #SLAS2026 #shorts #viralvideo #ai #science

A quick Unfiltered Brew from Mike - Warzone endgame chaos, a clutch moment, and the most satisfying kind of win: using someone’s own gear against them.

More shorties like this coming.

🔔 Subscribe to Helical Brew

We explore the intersection of AI, automation, and the future of science.

Subscribe & never miss an episode →    / @helicalbrew  

📩 Want to promote or be a guest?

Email us: [email protected]

📍 TikTok, Shorts & more: @helicalbrew

#HelicalBrew #UnfilteredBrew #Warzone #Gaming #PS5 #podcast #modernwarfare #viralvideo #viralreels #viralshorts

Guests:

🎙️ Lukas Bromig - Co-CEO & Founder at UniteLabs (Munich), building infrastructure for AI-ready labs

👩‍🔬 Hosts: Sura Hadi & Mike Ouren

🎧 Episode Title:

“Standardization Before Intelligence: Building the AI-Ready Lab Stack”

AI is moving fast - but labs are still stuck in the interface gap.

In this episode, Lukas Bromig joins Helical Brew to explain why standardization is the real bottleneck before AI can safely and reliably run anything in the lab.

If every instrument speaks a different protocol, orchestration becomes faith-based. If your workflows live inside black boxes, AI can generate intent — but it won’t generate executable reality.

We break down what “AI-ready” actually means, why “just integrate it” is a dangerous phrase, and why the future lab needs an operating system — not another stack of point solutions.

🎯 What You’ll Learn

• The “non-controversial” standard labs still argue about endlessly (and why).
• Why Bluetooth/USB-level interoperability doesn’t exist in labs (yet).
• The 3 layers of standardization: device interface → data structure → workflow language.
• Why most automation projects stall because of just a few instruments.
• What “AI-ready” means in practical terms inside the lab (not the boardroom).
• Why AI-generated code is often pseudocode that won’t run — and what fixes that.
• Where AI should NOT execute in robotics workflows (and why you need a “compiler layer”).
• Why “no black boxes” + full visibility is the core requirement of a Lab OS.
• How buyers can force change: making open interfaces a procurement requirement.

💡 Picks of the Week

🧠 Lukas — Claude Code for rapid prototyping + fountain pens (bring handwriting back)

🧰 Mike — SLAS Boston + Passport to Prizes (win a trip to SLAS Europe Vienna 2026)

👩‍🔬 Sura — Making interoperability + ownership a first-class requirement in lab design

👇 Discussion Prompt

If AI exposes weak foundations faster than it creates new capability…what should labs standardize first: device protocols, data structures, or workflow language?

Drop your take — we’ll pin the best answers.

🎬 Chapters

00:00 – Cold Open: Standardization Before Intelligence

00:18 – Welcome to Helical Brew + Introducing Lukas Bromig

01:10 – Icebreaker: The lab standard that shouldn’t be controversial

03:00 – Why every instrument interface is different

05:05 – “Just integrate it” is a dangerous phrase

07:10 – The black box problem in lab automation software

10:00 – Rebuilding the same integrations over and over

13:10 – Why standardization is the real bottleneck

15:30 – The three layers of lab standardization

19:10 – Data structure vs data format (why context matters)

22:40 – Why AI-generated SOP code doesn’t actually run

26:10 – The missing compiler layer: validation + error handling

29:40 – Why AI should never directly control instruments

32:30 – What a real Lab Operating System enables

36:10 – Scientists vs automation engineers: future roles

39:40 – Standardization without killing flexibility

43:00 – Procurement leverage: demanding open interfaces

46:00 – Infrastructure decisions that matter in 5 years

49:10 – Picks of the Week

53:20 – SLAS Boston, UniteLabs & Wrap-Up

🔔 Subscribe to Helical BrewWe explore the intersection of AI, automation, and the future of science.Subscribe →    / @helicalbrew  

📩 Want to promote or be a guest? [email protected]

🌐 Easy link hub: helicalbrew.com

📍 TikTok/IG + more: @helicalbrew

📌 SHORTS (Quick Clips from the Episode)

▶️    • Why Lab Automation Still Has No “Bluetooth...  

▶️    • Where AI Should NOT Touch Your Lab Robots ...  

#HelicalBrew #AIThoughtLeaders #LabAutomation #AIReadyLab #LabInformatics #ScientificSoftware #Robotics #AutomationEngineering #Interoperability #OpenAPIs #DigitalTransformation #AIinBiotech #SystemsEngineering #SLAS #FutureOfScience #ai #podcast #viralvideo #viralshorts

This week on Helical Brew, Mike Ouren takes the mic solo for a deep dive into Apple — from the early PowerBook days to today’s M4 Macs, iPhone evolution, and the massive shift coming with iPadOS 26.

From the “every-year iPhone upgrader” cycle to the future of Mac silicon and the return of Apple’s glassy aesthetic, Mike breaks down how Apple got here, what they’re getting right, and what’s around the corner.

KEY TAKEAWAYS:

• The PowerBook G3 era and why buying “the last model” is a risk• OS X’s glassy origins and why Apple brought that look back in 2026

• What the 20-year anniversary iPhone means for Apple’s roadmap• Mike’s upgrade confession — why every-other-year just works

• How the M4 changed everything for Macs, especially the Mac Mini• Apple Silicon, yield strategy, and why Intel Macs are effectively done

• Why the M1 MacBook Air at $599 is still a powerhouse

• GPU changes in M4 and whether Apple will ever get AAA games

• iPadOS 26 and the biggest UI change since the original iPad

• Why MacRumors is still Mike’s go-to for buying decisions• The real economics of a 5–6 year Mac ownership cycle

• SLAS 2026 preview and what’s next for Helical Brew

If you're deep into the Apple ecosystem — or just trying to figure out when the right time is to upgrade your gear — this is the episode for you.

Subscribe to Helical Brew for more conversations at the intersection of science, tech, and automation:

   / @helicalbrew  

CHAPTERS

00:00 Cold Open

00:05 Welcome to Helical Brew

00:25 MotorWeek & John Davis Tribute

03:30 Mike’s First Mac (1998)

06:00 Jobs-Era PowerBook & Early OS X

08:20 iPhone’s Upcoming 20-Year Anniversary

09:35 Breaking the Yearly iPhone Upgrade Cycle

11:05 Mac Announcements & the M4 Jump

12:00 Leaving the iMac Behind

12:45 Dual-Monitor Setup (240 Hz + 60 Hz)

13:20 The Mac Mini M4 is Incredible

14:20 Apple Silicon Evolution (M1 → M4)

16:10 End of Intel Macs16:45 $599 M1 MacBook Air

17:40 Memory, Neural Engine & Local AI

18:50 GPU Jump in M4 & Gaming Reality Check

20:35 iPadOS 26: Windowed Apps & Liquid Glass UI

22:25 Why Mike Uses an iPad for Work & Travel

23:15 MacRumors: Best Place to Compare M-Chips

24:30 The 5–6 Year Mac Ownership Strategy

25:05 Wrapping Up Apple Talk25:25 SLAS 2026 Preview

26:40 Where to Find Helical Brew

27:10 Final Sign-Off

Helical Brew Website: https://helicalbrew.com

Helical Brew Spotify: https://open.spotify.com

Helical Brew Apple Podcasts: https://podcasts.apple.com

SLAS 2026 Information: https://slas.org

#HelicalBrew #MikeOuren #AppleEcosystem #MacMiniM4 #AppleSilicon #iPhone20Years #iPadOS26 #MacRumors #TechPodcast #AutomationPodcast #MacHistory #STEMCreators #TechDeepDive #AppleTalk #MacUpgradeGuide #ProductivityTech #ScienceMeetsBusiness

🎙️ Masaki Yamada — Head of Product at Invert, helping biomanufacturing teams quantify trust in AI.

👩‍🔬 Hosts: Sura Hadi & Mike Ouren

🎧 Episode Title:“Beyond the Algorithm: Measuring AI Confidence in Biomanufacturing”

Hallucinations, trust, and the space between - that’s where the future of science is being written.From NASA’s microbial fuel cells to AI-native bioprocessing, Masaki Yamada joins us to unpack how Invert is helping scientists measure something once thought unquantifiable: confidence in AI.

This episode dives deep into the evolving relationship between humans and algorithms in the biomanufacturing world — exploring trust, reproducibility, and what it means to build a digital scientist that actually knows when it’s wrong.

🎯 What You’ll Learn

• Why “hallucinations” in AI aren’t always bad — and when they definitely are.
• How Invert uses evals to measure model reliability in real-world biotech settings.
• The difference between objective vs. subjective AI benchmarking.
• How digital transformation is really going inside major biopharma labs.
• What the “AI-native scientist” of the future looks like.

💡 Picks of the Week

📚 Masaki Yamada – The Stormlight Archive by Brandon Sanderson

🧰 Mike Ouren – The MagSafe Grip & “The Ticket” Seatbelt Gadget

🧠 Sura Hadi – KDP self-publishing exploration for indie creators

👇 What’s the right balance between creativity and control when it comes to AI in science? Drop your thoughts in the comments — we’ll feature the best takes next episode.

🎬 Chapters

00:00 – Cold Open

00:15 – Welcome to the AI Thought Leaders Series

01:00 – The Hallucination Debate: Creativity vs. Accuracy

03:16 – What “Trust” Means in Biomanufacturing

07:16 – Defining Confidence in AI Outputs

10:06 – Human Benchmarking & Evals

11:34 – NASA Origins: From Space Fuel Cells to Biotech

15:04 – Inside Invert: Structuring Data for Transparency

19:44 – From Paper to Platform: Digital Transformation Realities

24:21 – Are Labs Really Digitized?

25:46 – Adoption, Resistance & Culture Change

27:55 – Security, IP & Data Trust

28:28 – Designing the Future: People-in-the-Loop Automation

33:05 – Digital Cognition: The Next Phase of AI Integration

37:51 – The AI-Native Scientist

40:01 – Picks of the Week

46:56 – Wrap-Up

🔔 Subscribe to Helical Brew

We explore the intersection of AI, automation, and the future of science.

Subscribe & never miss an episode →    / @helicalbrew  

📩 Want to promote or be a guest? Email us: [email protected]

📍 TikTok, Shorts & more: @helicalbrew

📌 SHORTS (Quick Clips from the Episode)

▶️    • “Hallucinations, On Purpose?” #helicalbrew...  

▶️    • Measure Trust, Not Hype 

#helicalbrew #vira...  #HelicalBrew #AIThoughtLeaders #LabAutomation #BiotechInnovation #SciencePodcast #AIinScience #AIinBiotech #Biomanufacturing #MachineLearning #DigitalTransformation #Invert #DataIntegrity #Reproducibility #AutomationInBiotech #FutureOfScience #PodcastShorts #ScienceAndTech

Hosts: Sura Hadi & Mike Ouren

Series: Unfiltered Brew – Helical Brew Podcast

Bold summary:

After a few weeks abroad, Mike’s back — jetlagged, caffeinated, and ready to unpack everything from the Munich SLAS meetup to airplane fuel stats, Aurora Borealis sightings, and why Sura’s dog might just be her emotional support animal.

It’s an unfiltered catch-up episode filled with travel stories, food debates, and the kind of chaos only Helical Brew can deliver.

🎙 Highlights:

• Aurora Borealis at 38,000 feet 🌌
• Dark vs Milk Chocolate showdown 🍫-
• Why Detroit pizza deserves more respect 🍕
• Emotional support dogs & airline rants ✈️
• Gaming talk & what’s next for Helical Brew 🎮

👋 Join the conversation:

Comment below with your travel pet stories — or your most controversial pizza opinion.

📌 Subscribe for weekly episodes →    / @helicalbrew  

📩 Want to promote or be a guest? Email us: [email protected]

📍 TikTok, Shorts & more: @helicalbrew

⏱️ EPISODE CHAPTERS – NAVIGATE THE EPISODE

0:00 Cold Open – Emotional Support Animal 🐾

0:06 Welcome to the Unfiltered Brew0:40 Aurora at 38,000 ft

2:28 iPhone vs Android

4:22 Chocolate Debate

5:46 Pizza & Craft Beer

6:54 Turbo Talk & Cars8:56 Airlines: Southwest vs Emirates

11:38 Favorite Cuisines

12:43 Street Food Around the World

14:11 Walmart Adventures

15:57 Dogs or Cats?

17:02 Airline Policies & Fairness

18:16 Gaming Showdown

20:34 Stream Plans & Outro

📌 SHORTS (Quick Clips from the Episode)

▶️    • Milk vs Dark Chocolate 🍫 — Why Europe Wins...  

▶️    • Seat-Saving 101 (Do Not Try This 😇) #viral... 

 #HelicalBrew #UnfilteredBrew #PodcastClips #SciComm #AutomationLife #TravelStories #DogEdition #PizzaDebate #SLAS2025 #PodcastReel #ViralPodcast #ScienceCulture #Biotech #SciencePodcast #PodcastShorts #ScienceAndTech #ViralShortsVideo #ViralReels #PodcastClips #warzone #viralshortsvideo #viralreels #viralvideos #viral_video #viralshorts #science #podcast

🎙️ Hosts: Sura Hadi, Mike Ouren

🎧 Episode Title: ISPE Boston at Gillette Stadium – Robots, Enclosures & Boston Energy

From Rockwell rails to Germfree enclosures (and a field-goal after-party), Sura and Mike unpack what went down at ISPE Boston 2025 — hosted inside Gillette Stadium.This Helical Brew episode brings the perfect mix of automation insights, event chaos, and Boston flavor.

🔍 We cover:

• ISPE Boston recap from the field-level after-party 🏟️

• Vendor tech that mattered: Rockwell MagneMotion, Germfree enclosures & 3D motion pucks

• When not to bring a robot arm - reading the room at vendor shows• Zdeno Chara’s surprise appearance 👀

• Pick of the Week: Orchard Skate Shop deck (Castle Island Brewery collab)

• GORUCK gear + road-warrior travel talk

💡 If you’ve ever packed for a conference, debated bringing a demo robot, or tried to kick a field goal in dress shoes - this one’s for you.

📌 Subscribe for weekly episodes →    / @helicalbrew  📩 Want to promote or be a guest?

Email us: [email protected]

📍 TikTok, Shorts & more: @helicalbrew

⏱️ EPISODE CHAPTERS – NAVIGATE THE EPISODE

00:00 Cold Open – After-party field goals

00:19 Welcome back! Travel & time zones

01:00 E Tech podcast & LAIR lair

04:19 ISPE Boston @ Gillette Stadium

05:19 Zdeno Chara cameo

09:46 Vendor tech: Siemens, Rockwell & Germfree

12:31 Enclosure math & integration talk

15:41 Why we didn’t bring a robot arm

16:43 Picks of the Week – Orchard deck & GORUCK shoes

27:11 Tunnel prank in Boston

30:39 Boston culture & seafood stories

32:44 Outro – Wrap up & subscribe

🔗 Mentions & Shoutouts

🌐 ISPE Boston: https://ispeboston.org

🌐 Rockwell MagneMotion: https://www.rockwellautomation.com

🌐 Germfree Enclosures: https://www.germfree.com

🌐 Orchard Skate Shop: https://orchardshop.com

📌 SHORTS (Quick Clips from the Episode)

▶️ Boston Tunnel Prank →    • 🚗 “Boston’s Underwater Tunnel Prank?! 😂 | ...  

▶️ ISPE @ Gillette Stadium Reveal →    • 🏟️ “Wait… ISPE Boston Was at GILLETTE STAD...  

#HelicalBrew #ISPEBoston #GilletteStadium #LabAutomation #IndustrialRobotics #LifeSciences #Automation #EngineeringHumor #WomenInSTEM #SciencePodcast #TechCulture #PodcastShorts #AutomationInnovation #ViralShorts #ScienceAndTech

🎙️ Hosts: Sura Hadi, Mike Ouren, Elizabeth Rodziewicz

🎧 Episode Title: Unfiltered Brew - Class Rings, Metric Fails & Why Women’s Pockets Still Suck

From class rings and college debt to metric vs. imperial hardware fails, McMaster wins, and a Theranos throwback — this Unfiltered Brew episode is all chaos, caffeine, and comedy. We even end with the rant of 2025: women’s pockets.

🔍 We cover:

• College rings, EU free tuition, and student debt

• Metric vs. imperial IRL — Lowe’s fail → McMaster saves the day

• Space program sidebar: when NASA mixed units

• Theranos mini-lab slides (“images not to scale”)

• ISPE Boston shoutout + road time updates

• Ferrari fandom, Le Mans flips & streaming fatigue

• Phone fails and the ultimate rant: women’s pockets in 2025

💡 If you’ve ever fought with hardware store parts, side-eyed Theranos, or cursed fake jacket pockets — this one’s for you.

📌 Subscribe for weekly episodes → https://www.youtube.com/@HelicalBrew?sub_confirmation=1

📩 Want to promote or be a guest? Email us: [email protected]

📍 TikTok, Shorts & more: @helicalbrew

⏱️ EPISODE CHAPTERS – NAVIGATE THE EPISODE

00:00 Cold Open – Warzone banter + class ring

01:07 Metric vs. Imperial IRL02:11 McMaster saves the day

04:49 Space program sidebar → Theranos flashback

07:24 ISPE Boston + Road time

08:11 Ferrari, Formula 1 & Le Mans

09:03 Streaming wars & Schitt’s Creek

12:01 Phone fails → Women’s pockets rant

14:14 Outro – Wrap up & socials

🔗 Mentions & Shoutouts

🌐 ISPE Boston: https://ispeboston.org

🌐 McMaster-Carr: https://www.mcmaster.com

📌 SHORTS (Quick Clips from the Episode)

▶️ McMaster Saves the Day → https://youtube.com/shorts/mRCtFj_LYe8?feature=share

▶️ Women’s Pockets in 2025 → https://youtube.com/shorts/DYhNMGHF03o?feature=share

#HelicalBrew #UnfilteredBrew #LabLife #EngineeringHumor #McMaster #Theranos #Biotech #SciencePodcast #PodcastShorts #ScienceAndTech #ViralShortsVideo #ViralReels #PodcastClips #warzone #viralshortsvideo #viralreels #viralvideos #viral_video #viralshorts #science #podcast