Dmytro Baibakov

A grown man from Odessa who brings order to a chaotic infrastructure | AWS • Terraform • CI/CD Automation 🛡️ Vibe Deploy

[Dmytro Baibakov @InfraRobinHood]

Free tier of the blueprint is public.

Building your own private AI layer — who’s already doing it?

[Dmytro Baibakov @InfraRobinHood]

Renting AI from big labs isn’t just expensive.

You’re leaking your alpha — the unique data, processes, and know-how that make your business valuable.

Alex Karp said it clearly: if the model truly brought billions, they’d ask for equity, not sell tokens.

[Dmytro Baibakov @InfraRobinHood]

Owning your AI stack is becoming table stakes for companies that care about IP protection and predictable costs.
The era of renting intelligence is ending.

[Dmytro Baibakov @InfraRobinHood]

Free tier of the blueprint is public. Full automated version available.
Who else is building their own private AI infrastructure?

Link below.

https://t.co/qGI4gC17tw

[Dmytro Baibakov @InfraRobinHood]

Not laughing at the Claude outage.
When a tool becomes central to your workflow, its downtime isn’t funny — it’s expensive.
Many developers and teams now depend on Claude so heavily that its unavailability literally stops parts of the business.

[Dmytro Baibakov @InfraRobinHood]

Now my laptop is just a screen. All real work happens privately in my own cloud.
No rate limits. No outages. No data leaks.

[Dmytro Baibakov @InfraRobinHood]

If a person does not daily push himself against the limits of Claude, he has not found his purpose.

Marcus Aurelius

[Dmytro Baibakov @InfraRobinHood]

Question to CTOs and architects: How do you balance innovative APIs with strict cost control? Where’s the line?

What’s your take? 👇

[Dmytro Baibakov @InfraRobinHood]

The AI market is a gold rush. 95% build wrappers over Big Tech APIs. While everyone chases hype, real leaders move toward decentralization.

Projects like Gonka are uniting idle GPUs worldwide into a global supercomputer.

#AIArchitecture #CloudComputing #FinOps #AWS #Gonka

[Dmytro Baibakov @InfraRobinHood]

AI is not a magic wand in the cloud. It’s infrastructure that demands engineering discipline and cold financial calculation.

I’m building solutions that turn AI from expensive experiment into predictable business asset.

[Dmytro Baibakov @InfraRobinHood]

@yadavji_codes This is a ritual sign that guarantees that the code will work sooner or later

[Dmytro Baibakov @InfraRobinHood]

I just joined the TeardownHQ waitlist — verified revenue and deep-research teardowns for indie SaaS founders.

https://t.co/uvsgbfhjAb

[Dmytro Baibakov @InfraRobinHood]

Join me on Crato — the network for devs and builders.

Ship projects, earn cred, grow together.

https://t.co/aBpdzLG2AM

[Dmytro Baibakov @InfraRobinHood]

@kmcnam1 It's time to move into marketing and sales :)