What makes this all the more remarkable is that MotorK is not a new startup. It's a legacy company (automotive space) that Johnny has led through an accelerated AI transformation.
Join us to hear what Johnny has done and how you can do the same inside your company.
#vibecoding #ai #product
3/3
12.02.2026 12:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
> Shipping AI features weekly to remove manual efforts
> Vibe coding new product that goes to customers
> Running an Agent mapping hundreds of external fields to internal ones
> Giving ownership of some internal products to non-developers
> Hiring Senior PMs who have shipped code using AI tools
2/3
12.02.2026 12:00 โ ๐ 1 ๐ 0 ๐ฌ 1 ๐ 0
AI isnโt coming. Itโs already changing how product teams operate.
Hustle Badger is hosting a fireside chat + AMA today with
Johnny Quach, CPO/CMO of MotorK
Building an Agent-First Organisation
๐ 12 February
โฐ 13:00 GMT
๐ Register: luma.com/33ekhxyn
Hereโs whatโs happening inside MotorK:
1/2
12.02.2026 12:00 โ ๐ 3 ๐ 0 ๐ฌ 1 ๐ 0
Stop debating the structure.
Choose the least worst option given the company and people on the team, and manage the downsides.
What's your setup, and what would you actually change about it?
6/6
#product #productmanagement
12.02.2026 11:15 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
3. ๐๐ ๐๐ต๐ฒ๐ฟ๐ฒ ๐ผ๐ป๐ฒ ๐ฝ๐ฒ๐ฟ๐๐ผ๐ป ๐ฎ๐ฐ๐ฐ๐ผ๐๐ป๐๐ฎ๐ฏ๐น๐ฒ ๐ณ๐ผ๐ฟ ๐ผ๐๐๐ฐ๐ผ๐บ๐ฒ๐, ๐ป๐ผ๐ ๐ท๐๐๐ ๐ผ๐๐๐ฝ๐๐?
Someone who owns "did this work?" not "did we ship it?"
That person's title matters far less than whether they actually have the authority to make calls.
5/6
12.02.2026 11:15 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
As in, engineering believes product has done the discovery work.
Product believes engineering's estimates are honest.
That trust isn't created by a reporting line.
It's built in the work.
4/6
12.02.2026 11:15 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
What actually matters is three things:
1. ๐๐ผ๐ฒ๐ ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐ ๐ต๐ฎ๐๐ฒ ๐ฎ ๐๐ฒ๐ฎ๐ ๐ฎ๐ ๐๐ต๐ฒ ๐๐๐ฟ๐ฎ๐๐ฒ๐ด๐ ๐๐ฎ๐ฏ๐น๐ฒ?
Not a seat where they present roadmaps.
A seat where they shape bets, challenge priorities, and say no.
2. ๐๐ผ ๐ฝ๐ฟ๐ผ๐ฑ๐๐ฐ๐ ๐ฎ๐ป๐ฑ ๐ฒ๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ถ๐ป๐ด ๐๐ฟ๐๐๐ ๐ฒ๐ฎ๐ฐ๐ต ๐ผ๐๐ต๐ฒ๐ฟ?
Not "get along." Trust.
3/6
12.02.2026 11:15 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
People get incredibly passionate about this.
But the reporting line rarely determines whether a product team is effective.
Good product teams can sit under CTOs.
Bad ones can report directly to the CEO.
The org chart doesn't make the difference.
The relationships do.
2/6
12.02.2026 11:15 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
Everyone has a strong opinion on where product should report. Almost none of them matter.
I've watched this debate play out in boardrooms, WhatsApp groups, and LinkedIn comments for years.
CPO reports to the CEO.
No, product sits under the CTO.
No, you need a CPTO.
1/6
12.02.2026 11:15 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
Avoid common product traps:
โ Shipping features not tied to outcomes
โ Splitting focus across competing goals
โ Falling in love with one solution too early
โ Getting stuck with too many ideas
#product #productmanagement
3/3
11.02.2026 14:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
โข Connect delivery + discovery directly to business outcomes
โข Prioritize between competing opportunities
โข Explore multiple solutions before committing
โข Design smarter assumption tests
โข Spot flawed logic before it costs you months
2/3
11.02.2026 14:00 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
Hustle Badger is hosting a free, interactive Opportunity Solution Tree (OST) Workshop led by Ed Biden.
๐
11 February
โฐ 17:00 GMT
๐ Register here: luma.com/yxa58aoy
In this hands-on session, youโll build your own OST and learn how to:
1/3
11.02.2026 14:00 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
What do product teams do? - Hustle Badger
How product teams create value | How to drive significant value and influence company outcomes as a product manager | How PMs manage risk.
Check out Hustle Badger for more practical advice for product leaders and get the support you deserve.
Wiki + Courses + Community + Events: www.hustlebadger.com/what-do-prod...
#product #productmanagement
10/10
11.02.2026 11:25 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
What do product teams do? - Hustle Badger
How product teams create value | How to drive significant value and influence company outcomes as a product manager | How PMs manage risk.
โ Lightweight reporting. A snapshot, not a novel.
โ Most tactical issues get resolved at tribe level. Org leadership focuses on cross-functional alignment and coaching tribe leads.
9/10
11.02.2026 11:25 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
What do product teams do? - Hustle Badger
How product teams create value | How to drive significant value and influence company outcomes as a product manager | How PMs manage risk.
โ Smallest possible leadership group. Each major function represented.
โ Leaders allocate teams against the biggest problems and set the execution ceiling for the org.
โ Regular all-hands. Strategy updates, AMAs, demos. This is what keeps 50+ people feeling like one team.
8/10
11.02.2026 11:25 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
What do product teams do? - Hustle Badger
How product teams create value | How to drive significant value and influence company outcomes as a product manager | How PMs manage risk.
โ Mixed seniority across squads. People need room to grow without leaving the tribe.
๐ข๐ฅ๐ ๐๐๐ฉ๐๐
This is the top of the product org.
Its job is alignment, resource allocation, and removing obstacles.
Not micromanagement.
7/10
11.02.2026 11:25 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
โ Small leadership group. One person from each discipline (product, design, tech). No bigger.
โ 4-6 direct reports per leader. More than that and you can't coach effectively.
โ Leaders own performance. They're empowered to change staffing, process, and strategy to hit their objectives.
6/10
11.02.2026 11:25 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
What do product teams do? - Hustle Badger
How product teams create value | How to drive significant value and influence company outcomes as a product manager | How PMs manage risk.
It's the layer between individual teams and the whole org.
This is where coordination happens.
โ Conway's Law is real. Your technical architecture will mirror your team structure. So design your tribes deliberately.
5/10
11.02.2026 11:25 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
What do product teams do? - Hustle Badger
How product teams create value | How to drive significant value and influence company outcomes as a product manager | How PMs manage risk.
โ Autonomous. They can ship without waiting for other teams to unblock them.
โ Low operational load. If more than 25% of time goes to bugs and ad hoc requests, strategic work stalls.
๐ง๐ฅ๐๐๐ ๐๐๐ฉ๐๐
A tribe is a group of squads working in a related area.
4/10
11.02.2026 11:25 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
โ Roles defined. No ambiguity on who does what.
โ Talent matched to complexity. Hard, ambiguous problems need senior PMs and Tech Leads. Don't put juniors on your hardest bets.
โ Deep user and business understanding.
โ Right sized. Used to be 3-8, but with AI this is getting smaller...
3/10
11.02.2026 11:25 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
What do product teams do? - Hustle Badger
How product teams create value | How to drive significant value and influence company outcomes as a product manager | How PMs manage risk.
๐ฆ๐ค๐จ๐๐ ๐๐๐ฉ๐๐
Small cross-functional team (PM, engineers, designer) that owns one problem.
This is where actual work happens.
Get these wrong and nothing else matters.
โ One clear goal. Quantified. Inspiring. If the team can't explain what they're trying to move, you've already lost.
2/10
11.02.2026 11:25 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
Everyone knows the squads and tribes model.
Few people get the details right.
The structure is simple.
Squads own problems.
Tribes coordinate squads.
The org sets direction.
But at each level there are specific things that make or break whether it actually works.
1/10
11.02.2026 11:25 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
All working together on the same customer problems.
SUGGESTED REFRAME
Instead of asking: โAre product teams autonomous?โ
Ask:
โข What problems are worth solving commercially?
โข What product changes will actually move metrics?
โข Who needs to be involved for this to work end-to-end?
7/7
#product
10.02.2026 10:09 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
THE ACTUAL GOAL
The goal is NOT wild autonomy.
The goal is:
โข Strategic thinkers in every function
โข Product treated as commercial function, not a delivery team
โข Clear links between product bets and commercial outcomes
That means:
โข Product + Sales
โข Product + Marketing
โข Product + CS
6/7
10.02.2026 10:09 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
Eventually, leaders notice:
โข Commercials arenโt improving
โข Teams canโt clearly explain trade-offs
โข Roadmaps feel disconnected from reality
So CEOs step back in.
More oversight.
More approvals.
More direction.
And just like thatโฆ
Youโre back to a feature factory.
5/7
10.02.2026 10:09 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
Product ends up doing ๐ฆ๐ท๐ฆ๐ณ๐บ๐ต๐ฉ๐ช๐ฏ๐จ:
โข Discovery
โข Prioritisation
โข Go-to-market thinking
From scratch.
Alone.
Thatโs not empowered. Itโs inefficient.
THE INEVITABLE ROLLBACK
4/7
10.02.2026 10:09 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
WHAT ACTUALLY HAPPENS
โข Thereโs no buy-in from sales, marketing, or CS
โข Discovery quality drops (because you ignore the people closest to customers)
โข Big customer problems donโt move, because no one is working in lockstep
3/7
10.02.2026 10:09 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
They say: โWe want to be product-led.โ
Product hears:
โข Full autonomy
โข No need to explain plans
โข No need to align on timelines
โข No obligation to collaborate
Just: โJudge us on outcomes.โ
Sounds progressive.
It isnโt.
2/7
10.02.2026 10:09 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
For most companies, going "product-led" is a complete disaster, and they soon revert to a feature factory.
It's a predictable pattern:
โข Product teams cheer.
โข Leadership steps back.
โข Accountability quietly disappears.
โข Thenโฆ it all blows up.
WHAT COMPANIES THINK THEY ARE DOING
1/7
10.02.2026 10:09 โ ๐ 1 ๐ 0 ๐ฌ 1 ๐ 0
> Too many solutions or assumption tests
> Mixing solutions and opportunities
Whoโs it for:
> Product leaders and product managers at any level.
> Early-stage founders.
#product #productmanagement
4/4
09.02.2026 15:00 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
Senior Research Scholar at Columbia U. Former Anti-Corruption Coordinator at Dept of State (among other things), White House and Dept of Energy. Personal acct.
Host of Hardcore History. I do other stuff too. Find our (free) irregularity updated newsletter at https://dancarlin.substack.com
Website: www.dancarlin.com
Relay.app is a platform to create AI agents that work for you across Bluesky, Gmail, Notion, HubSpot and 100+ other apps.
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Alan is just this guy, you know? Product manager at Firefox, nerd, Home Automation Guy ๐ฆ๐บ๐จ๐ญ๐ฌ๐ง
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https://www.alanmbyrne.com
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Solitary, poor, nasty, brutish and short.
Solopreneur building AI apps
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see 30+ of my projects at http://rafal.fyi
Building the best LLM frontend on earth: typingmind.com
Founder BoltAI.com. Sharing my solopreneurship journey.
๐พ Pieter.com est. 1994
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