AI Operators
Reserve seat
◉ Weekly live · Thu 20:00 AEST

For operators
building with AI.

A weekly live show for the people actually implementing AI — not just talking about it. Agentic workflows, knowledge systems, ROI benchmarks, and the hard lessons from businesses getting it right (and wrong) in the field.

Join the next live Browse episodes
If you've already bought the chainsaw, it's time to fire up the engine.
EP
016
LATEST EPISODEHard lessons

Everyone's Running AI. Nobody's Getting More Done.

Your whole team is using AI. You're generating more than ever. So why isn't anything shipping faster?

Watch episode
What we cover

The real mechanics of AI adoption — every week, one thing you can use.

Frameworks

Leverage, not busywork.

The repeatable patterns we've seen actually move a P&L — not the demos that collapse in week two.

Tools & architecture

What serious operators are building with.

The stack choices, the integration tax, and the glue code nobody talks about in the launch video.

Honest CBA

The analysis your vendor won't give you.

Unit costs, break-even timelines, the hidden human cost. Numbers first, narrative second.

The archive · 6 episodes

One thing you can actually use, every week.

NEWEP 016
60 min
Hard lessons

Everyone's Running AI. Nobody's Getting More Done.

Your whole team is using AI. You're generating more than ever. So why isn't anything shipping faster?

DP
MS
RW
3 hosts
EP 015
73 min
Agentic workflows

Anthropic Just Spent $1.5B to Replace Us. Five AI Operators Respond.

Anthropic announced a $1.5B JV with Wall Street to deliver AI consulting at scale. Five independent operators discuss what that actually changes for SMBs — and why the answer is less than you think.

DP
RW
MB
3 hosts
EP 014
66 min
ROI benchmarks

Vibe Coding Removes the Typing. Not the Engineering.

608% ROI. 4.2 days down to 6.8 hours. One small manufacturing team. Richard brings the case study that answers the question most operators are afraid to ask.

DP
RW
MS
MB
4 hosts
EP 013
70 min
Hard lessons

Vibe Coded. No Security. Dead in 72 Hours.

A founder vibe-coded a SaaS. Launched Friday. Dead by Sunday. How hard is it to get security right when you've written zero lines of code yourself?

DP
RW
MS
MB
4 hosts
EP 012
57 min
Hard lessons

The Jury of 12: Why You Still Need Humans In An Agent Stack

Richard's surfing in Indonesia. Nataliya from LeadMark AI joins — enterprise change manager by day, SMB AI embedder by night — with the framing this panel's been circling for months: every 'AI implementation problem' is a change management problem in a tech t-shirt.

DP
MS
MB
3 hosts
EP 011
64 min
ROI benchmarks

Tokenomics: Why Your $120 AI Plan Is About to Break

Pull the loose thread of the Claude Code source leak and you end up unpicking the whole economics of AI subscriptions. Is a $120 plan or $65 worth of API tokens the better bet once the maths is run?

DP
RW
MS
MB
4 hosts
The hosts

Four operators. One live show, every week.

DP
Dave Pengelley
Operator / founder · agentic workflows
RW
Richard Webbe
Knowledge systems & data plumbing
MS
Matt Slager
ROI, benchmarks, business case
MB
Marno Brits
Tools, architecture, hard lessons
IRL · in the room

AI Operators IRL · Sydney

Come join us at The Australian Hotel & Brewery in Rouse Hill for a casual after-work catch-up with people who are actually building with AI. Whether you're just getting started, your running automations, deploying agents, or just trying to get GPT to stop hallucinating, you'll fit right in. Cold drinks, good conversation, and dose of inspiration. This one's for the northwest Sydney crew, so no long commutes required. David will be there to kick things off (other speackers announcing soon), but honestly the best part is always the conversations that happen between attendees. Come along, grab a drink, and let's swap notes on what's working, what's broken, and what's got us excited right now.

Reserve your seat Or browse episodes
Tuesday 23 June · The Australian Hotel & Brewery, Rouse Hill · 50 seats