Matt Gaszek

Practical AI automation, APIs and self-hosted workflows. Sharing what works, what breaks and how to make it reliable.

[Matt Gaszek @MattGaszek]

I connected my AI agents to my Etsy shop.

Now they audit my listings and draft improvements, and nothing goes live until I approve it.

Less clicking, workflows I can reuse, and no AI going rogue on a live shop.

Here's exactly how 🧵

[Matt Gaszek @MattGaszek]

@Sebasti35232608 @Maciej__Czajka Jeżeli po prostu leza bo brakuje prądu to bottleneck nie jest sprzęt tylko infrastruktura a tego łatwo nie da się wyczarować. No i amortyzacja leci.

[Matt Gaszek @MattGaszek]

@ArthurLiu0725 @neil_xbt Human ack, every time. The agent can read the README and propose the steps, but anything that installs or runs a remote script waits for me. curl|bash from a README is exactly the path an injected instruction would take.

[Matt Gaszek @MattGaszek]

Installed Pi-hole and checked the last 24 hours. The Samsung TV tried https://t.co/UFoozZnFC4 320 times. That's ACR, the bit that recognises what you're watching. Another 500 attempts went to https://t.co/R5yDfXp1YB. All blocked. I didn't opt into any of it on purpose.

[Matt Gaszek @MattGaszek]

@Maciej__Czajka Całkiem realna hipoteza świadcząc po tym wykresie

[Matt Gaszek @MattGaszek]

@hthieblot Honestly? Probably World of Warcraft. The feeling of visiting Barrens for the first time back in 2004/5 was second to none.

[Matt Gaszek @MattGaszek]

@RhysSullivan Rotation doesn't need the model to touch the secret. Keys live in a secrets manager, a script or service rotates them via the provider's API, and the agent only calls "rotate X" and gets back success. More setup than pasting keys into a chat, but nothing leaks.

[Matt Gaszek @MattGaszek]

Wake up, Neo...

[High Yield Harry @HighyieldHarry]

Tech Bros talking to a female-voiced AI that laughs at their jokes

[Matt Gaszek @MattGaszek]

@TokenGremlin Let's see how it handles real world usage rather than hype and benchmarks.

[Matt Gaszek @MattGaszek]

@drPNapierala Przy tym co obecnie się dzieje, Watergate to małe piwo - szkoda, że nastąpiła taka normalizacja patologii.

[Matt Gaszek @MattGaszek]

@awilkinson AI made features copyable in a weekend. What's still hard to copy is your data, your customers, trust, brand and the workflow they already depend on.

[Matt Gaszek @MattGaszek]

@copyhackers Most founders don't quit from laziness, they quit because every post starts from a blank page. Write one long piece a week, let AI cut it into drafts, then edit them yourself. 180 posts stops meaning 180 blank pages.

[Matt Gaszek @MattGaszek]

@kurasinski Siłą rozwiązań AI nie jest koniecznie automatyzacja procesów decyzyjnych aka wrapper do api tylko automatyzacja deterministycznych workflowów, których kiedyś nie opłacało się automatyzować ze względów na koszta i priorytety.

[Matt Gaszek @MattGaszek]

It's incredable what can be done with publicly available tools. Same maths works for small businesses: list every subscription and price a replacement plus a weekend of setup. The break-up fee is often less than a year of renewals. The real cost is moving the workflows, not the files.

[Matt Gaszek @MattGaszek]

@christogrozev Interestingly you can do it offline lol

[Matt Gaszek @MattGaszek]

@Codie_Sanchez Underrated point: owning the software is the moat. Plenty of businesses rent 10 SaaS tools that never talk to each other. A small internal tool built for your exact workflow often beats them all, and it's never been cheaper to build.

[Matt Gaszek @MattGaszek]

@AravSrinivas Server side lap timing is the tell this was built properly. Most AI-built prototypes trust the client and get cheated on day one. Did Computer pick that on its own or did someone have to ask?

[Matt Gaszek @MattGaszek]

@arvidkahl The cartwright could see the car work. Plenty of AI tools still fail quietly on edge cases. The winners won't be the ones against it, they'll be the ones who know where it breaks.

[Matt Gaszek @MattGaszek]

@KamilStanuch Jeżeli dobrze rozumiem to nie trenujesz modelu tylko iterujesz strategie bota, który ma wygrywać z innymi botami tylko bez cheatow, ktore tamte dostają

[Matt Gaszek @MattGaszek]

@KrystianLaskow1 Problemem nigdy nie był soft tylko odpowiedni rynek / marketing. Teraz to po prostu bardziej widać, ponieważ koszty budowy są mniejsze a tort do podziału taki sam.