About

Full-stack dev turned indie maker. Built web apps for clients as a freelancer, then tried the startup route with an e-commerce venture — it didn't take off, but I learned more from that failure than any success. Now I'm a one-person company, riding the AI wave and shipping with vibe coding. Building things that feel like magic, one prompt at a time. ✨

Badges

Pixel perfection 💎
Pixel perfection 💎
Tastemaker
Tastemaker
Gone streaking
Gone streaking
Gone streaking 5
Gone streaking 5

Forums

14h ago

I spent two weeks optimising the wrong variable — how long did yours take to show up?

I audited my own video numbers this week and found something I'd rather not have found.

For two weeks I'd been rewriting titles. Moving keywords around, comparing which phrasing pulled better. I had a whole theory about it.

Then I opened the per-video tab and sorted by length. Short clips: 21 uploads, median 32 views. Long ones: 12 uploads, median 1. Same channel, same weeks. One title appears twice at two different lengths 252 views at ten seconds, 5 views at two minutes. Identical words.

So the variable I could actually see was runtime, and the variable I was working on was grammar. About a third of everything I published went into the segment that returns nothing.

16h ago

When does AI personalization stop feeling personal and start hurting deliverability?

Every outbound tool now claims it can write emails that sound handwritten. Scrape a LinkedIn profile, pull recent posts, mention a specific detail, and the email reads like a real person spent five minutes on it. Reply rates on individual campaigns can look great for a while. But inboxes across the internet are filling up with the exact same pattern of "I saw you posted about X" openers, and spam filters are getting better at catching bulk sends that mimic personal writing.

I ran outreach fully manual for a while before building any automation around it. No AI, no templates copied across contacts, just reading each person's profile and writing something specific to them. That got a reply rate around 25%, which is high for cold email by most benchmarks. When I started automating parts of it to scale past what one person can write by hand, the reply rate didn't hold. Not because the automation was bad, but because the moment personalization becomes systematic, it starts pattern-matching to every other automated email a prospect has already seen that week.

17h ago

Is Product Hunt actually effective for launching or is it mostly noise at this point?

Genuinely trying to understand this before we launch something later this year. Every founder story says we launched on PH and got X users, but for every one of those there are probably a hundred launches that got 40 upvotes and disappeared by evening.

Curious what actually separates the two outcomes. Is it mostly about hunter reputation and launch-day coordination (rallying your own network to upvote early) or does the product genuinely need to be compelling enough to travel on its own once real strangers see it?

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