Just Because You Can Build It Doesn’t Mean You Should

“Building your own software is like adopting a puppy. Most companies don’t want to adopt a whole litter of them, they buy software to eliminate problems, not create new ones.”

I talked with Spencer Thomason, founder and CEO of StartupHakk, on Startup Hustle this week. Spencer runs a three-headed beast: a YouTube channel pulling millions of views a year, a licensed apprenticeship that trains developers from zero, and a consulting shop now spinning off its own AI products.

Here’s what you’ll get out of it:

⚡ Why AI made writing code the easy part, and why security, hosting, and maintaining large codebases are now the real work

⚡ The “adopting a puppy” test for when to build vs. buy, and why Full Scale moved to HubSpot instead of rolling its own

⚡ Why we’re at “the PC moment all over again,” with every boardroom demanding AI and nobody sure how to integrate it

⚡ Why small, local models are becoming a commodity, and how Spencer runs a 90-billion-parameter model on an eight-year-old GPU

⚡ The data-privacy reckoning he predicts for regulated industries, and why some clients will never put data in the cloud

If you’re building software, running a consulting shop, or figuring out how to actually use AI, this one is worth your time.

Listen to the Startup Hustle podcast anywhere you listen to podcasts!

⏱️ Episode Breakdown

00:31 Meet Spencer Thomason and Startup Hack

02:32 A business spanning training, consulting, and products

04:52 Open Mono Agent and the push to build with AI

07:29 Why code generation isn’t the hard part anymore

10:47 Building secure AI workflows for small law firms

12:50 AI prototypes create demand for software expertise

16:23 Who can actually get value from AI tools?

18:54 Local models, privacy, and avoiding vendor lock-in

20:32 Running AI on consumer and older GPUs

23:55 Private infrastructure and potential legal risks

25:11 The pace of AI and the risk of burnout

27:06 Models become commodities as AI moves into hardware

29:02 Spencer’s advice: start using AI

Links & Resources

Connect with Spencer Thomason on LinkedIn

StartupHakk - https://www.startuphakk.com/

Open Mono Agent (free, open source) - https://openmonoagent.ai/

Full Scale – Build your dev team quickly and affordably

If you’re trying to get your team out of the basement and into real product ownership, this episode is your playbook. Stop being a ticket factory. Build teams that think, create, and lead.