Andrew

I build AI agents and automation systems that replace manual work.
Micro-SaaS | N8N workflows | Local LLMs |

[Andrew @ShipNotHype]

I build AI systems, automate workflows, and test monetizable ideas in public.

Sharing the lessons, experiments, and patterns I learn as I go.

If you’re into AI, automation, and building online, follow along.

[Andrew @ShipNotHype]

Claude will give you 800 words of beautiful, “perfectly” formatted code.

Deepseek seems to give you 40 lines that actually run without debugging.

We are not the same

[Andrew @ShipNotHype]

@bettercallsalva This is true, good callout.

[Andrew @ShipNotHype]

Most “AI agent swarms” are overkill for 90% of tasks.

One well-crafted prompt + one strong model beats 7 chained agents in speed and reliability.

[Andrew @ShipNotHype]

Certain SaaS tools keep adding more buttons.

The best workflows still live in a single Claude chat if you are prompting right.

[Andrew @ShipNotHype]

@XFreeze The competition is getting hot. The race is on.

[Andrew @ShipNotHype]

@yarnf40580 @ThePrimeagen Hahaha touché

[Andrew @ShipNotHype]

@yarnf40580 @ThePrimeagen as a first pass before human hardening, the pattern recognition holds much of the time. Nobody said ship it raw.

[Andrew @ShipNotHype]

@walter4096 @ThePrimeagen True. Iterator composition and ownership semantics require pattern recognition, not line for line conversion. LLM handles the shape analysis well, humans audit the idioms

[Andrew @ShipNotHype]

@bq000pd @ThePrimeagen Zig’s manual memory and Rust’s borrow checker think differently, it’s true. That gap shows up at maintenance, not compile

[Andrew @ShipNotHype]

@pmitu Lately it’s just been Claude code for auditing and qwencoder for primary generation locally on my pc to save API cost

[Andrew @ShipNotHype]

@forgebitz That’s an expensive lesson…

[Andrew @ShipNotHype]

Serious question, what’s everyone working on this weekend? 👀

[Andrew @ShipNotHype]

@KaiXCreator Absolutely not, with patience I find myself capable of more then I expected though. I understand some basic coding language but very little. Honesty > everything

[Andrew @ShipNotHype]

@KevinSzabo14 Efficiency at its finest hahah

[Andrew @ShipNotHype]

@unkonfined Small is a mindset 🧠

[Andrew @ShipNotHype]

@WatcherGuru Welcome to thunderdome

[Andrew @ShipNotHype]

@Nate_Esparza Busy can be a flex. Own it.

[Andrew @ShipNotHype]

@theandreilucian Daily reps compound. Talent peaks once

[Andrew @ShipNotHype]

@DearS_o_n Check your weaknesses first. Clear eyes beat enemy obsession.