I've 50 days of finances left.
No corporate safety net. Just a year diving into CS foundations, ML architectures and full-stack systems.
The plan:
Ship 2 prod AI apps
Open-source every architectural breakdown
Drop weekly blogs
Code talks, resumes don't.
#buildinpublic
@pritamsview Yeah more than upskilling, it's about how to reach out, apply to 10 different job portals, build your presence, blah blah. The list goes on. More power to you! ๐ฅด
50-day runway means 12-hour days in front of terminal windows and error logs.
Stepping away from the screen for 30 minutes so I don't lose my mind before the next sprint commit.
Back to grinding ๐
@abhi16_93 That's so interesting. I'm v curious about the hardware part of eng, followed you for more of these thought-provoking posts.
Thanks for sharing! There's so much to learn.
I've seen 100+ people post GPT-6 Astra demos where it builds 3D games, and those are cool, but that's honestly not the part I can't stop thinking about.
Millions of people can turn an idea into a printable object, a CAD file, a Blender model, or a circuit board, without having to become a full time 3D designer first.
So how many thousands of $1M+ businesses come out of that?
Well, you'd pick a niche that constantly needs small custom parts. A few examples:
1. Gyms with broken equipment pieces
2. Restaurants missing some weird proprietary clip
3. Cyclists who want custom mounts
4. Small manufacturers stuck doing the same hand work every day with a jig they wish existed
5. Dentists and clinics needing custom jigs, guides, or tool holders
You put up a simple page where someone uploads a photo, adds measurements, and describes the part.
Astra can do the first CAD pass, you sanity check the dimensions and material, and a print farm ships it.
Of course, you need the idea/niche/distribution first, but you're in business.
You just became a manufacturer, and it's kinda like your factory is a chat window.
(I'll add more of these manufacturing ideas to https://t.co/a5ARFnvky2)
TLDR;
In 2024, Lovable/Bolt/Replit/v0 etc turned anyone into a vibe coder. The effects of that are still playing out but we're seeing basically anyone create websites/apps.
In 2026, OpenAI turned anyone into a vibe manufacturer, this shift just started.
Really big deal and underdiscussed.
Half of engineering in 2026 is just pretending you fully understand the stack while privately reading docs across 6 open tabs.
Imposter syndrome hits hardest when you realise the volume of "shit you're supposed to know" is humanly impossible to retain.
@KartikLande15 Urgh it's difficult to decide, i think it depends on your situation. You could take one of those jobs and try to search for better but it does get straining while doing a full-time job.
Whereas if you've a cash flow already, should aim for better opportunities.
@eren_yeahhh Running a parallel sprint myself - 50 day runway to ship 2 production AI apps and open-source the builds.
The verified timeline requirement is brutal but public accountability forces the consistency.
Rooting for you, let's get it done. ๐ค
I've 50 days of finances left.
No corporate safety net. Just a year diving into CS foundations, ML architectures and full-stack systems.
The plan:
Ship 2 prod AI apps
Open-source every architectural breakdown
Drop weekly blogs
Code talks, resumes don't.
#buildinpublic