Billy

Hey @X 👋 Veteran turned first-time founder. Currently learning how to build a startup, create products, and navigate the tech world one step at a time. Looking to connect with: → Solo founders → Indie hackers → Builders → People creating cool things Would love to be part of each other’s journey and grow together 🚀

@Inglehoff Here s main quote Takeaway from it.. Can a $20/month AI agent do this task? If yes and switching costs are low, your product is dead.”

@tactical_Squill 100% agree with all of that, even though I'm not qualified to comment on VC. I feel like my saas isn't really any of those, but maybe it is...

Interesting read to everyone following. superframeworks.com/articles/vc-ai…

We analyzed 542 startup growth experiments and saw the same pattern repeatedly: Free channels created traction. Paid ads amplified it. The best-performing early-stage growth came from communities, SEO, founder-led content, partnerships, and word of mouth… not ad spend. Breakdown here: wovly.ai/blog/542-start…

@Kanopy_labs_ Thanks for this

The hardest part isn’t having the idea. It’s starting. Most people stay stuck thinking. The people who build talk about it, test it, ship it, and keep going before everything feels perfect. Execution creates momentum. Momentum attracts the right people. Media: CBS

We are old school, outreach! :-) knowing your ICP, GTM, validating assumption and what the pain is real. (Not just what we think) We interview customers and go from there establishing authentic relationship instead of being behind a wall. Rapport goes the distance and has withstand the test of time. That’s strategy 101 #strategy

@tactical_Squill @UtilioApp @wovly_time Super nice. Curious how you find customers? What channels seem to work the best?

Pretty cool to see hard work paying off with @UtilioApp Thanks @wovly_time #seo #marketing #buildinpublic

@yabsssai @UtilioApp @wovly_time Appreciate the engagement, but I think this comment was meant for another thread.

@tactical_Squill @UtilioApp @wovly_time interesting that you've got deterministic settlement logic working step by step, what did you learn from implementing the pokeTW1() escalation that you didn't anticipate initially

Everyone is pushing AI-generated content right now. More posts. More automation. More outreach. More noise. And a lot of companies are investing into these platforms expecting exponential growth overnight. But content alone isn’t the answer. The human element still matters. Personal relationships matter. Trust matters. Long-term engagement matters. If you’re sitting behind a screen just pushing out automated content without understanding your customer or building genuine rapport, eventually people feel it. AI was never meant to replace human connection. It’s meant to enhance it. That’s one of the biggest differences with Wovly. We’re not building another generic AI wrapper that just generates posts and emails. The foundation is context. Understanding your business. Learning your customers. Identifying pain points. Analyzing proven case studies. Refining positioning. Tracking competitors. Improving outreach and engagement based on what actually drives results. The companies that win in this next era won’t be the ones generating the most content. They’ll be the ones that understand their customers the best and use AI to strengthen those relationships not replace them. #buildinpublic #SaaS #wovly @wovly_time

For all the founders out there, We Analyzed 92 real founder growth case studies on X. Biggest takeaway: 1. Specific experiments + consistent 2. distribution beat “viral content.” This is the type of data powering Wovly! A living startup case study database for GTM and growth Great read done by @wovly_time wovly.ai/blog/x-twitter… #buildinpublic #startup #saas #marketing #GTM #strategy #wovly

@X_FINALBOSS Miro

I spent 65 hours creating a NEW Miro board which shows you exactly step by step how I made $15M with my digital products business it includes case studies of 8+ accounts on X doing $100K/month profits each ( including full funnels ) Comment “Miro” and I’ll send it to you via DM **must be following + retweet to receive

@TheTriceRozay Hello! Would love the help

No account should be under 1K followers Say hello, I will boost you

@movielover93582 Love it! Get after it today @movielover93582

@tactical_Squill With coffee and 20 pushups

@CricTalk29 This is my work this morning! :-)

Hey Devs, Time to market your Product.🧑‍💻 Drop what you’re building this Weekend.👇

@WorkWomp Absolutely, R&R is definitely needed! Just posted an article.. I read it and it’s give some great insight. Check it out! (Repost!?) 😂 Have a good weekend @WorkWomp

@tactical_Squill work while relaxing of course! Get the side project up and running so I can start the fun part - UI. but also some time away from work is in order for sure Hope you're getting some R&R too!

What’s everyone’s plans for this weekend? Product development? Relaxing? Post below⬇️

Another great read from our founder case study database @wovly_time What separates a great founder from a mediocre one? The mediocre founder runs a business. The great founder runs experiments. After analyzing 1,900+ real startup experiments, the patterns become hard to ignore. wovly.ai/blog/what-sepa… #buildinpublic #startup #saas #founder

@Ever_Featured Wovly.i

Founders 👀 What are you building right now? We’ve been highlighting products that deserve more than just a quick launch-day spike Drop yours below 👇

Love your post!! This is a really important point, especially as more companies rush toward fully automated decision-making systems. One of the biggest misconceptions in AI right now is that “more reasoning” automatically means “better reasoning.” In reality, longer outputs can sometimes just create the illusion of confidence while reinforcing bias underneath the surface. It’s similar to what we’ve been thinking about at @wovly_time matters more than volume. The future winners in AI won’t be the platforms generating the longest responses or the most content. They’ll be the systems that actually understand customers, workflows, and human nuance well enough to improve decision-making without replacing human judgment entirely. Trust, context, and verification layers are going to matter far more than raw generation capability over the next few years. Really insightful research here. Keep up the hard work!

It turns out that when we ask AI to “think” longer, we aren’t necessarily getting deeper insight, but often just getting more bias Recent research into reasoning models suggests that their output is plagued by a "length-driven position bias." In essence, these models exhibit a mechanical tendency to favor certain positions simply because the generated logic or reasoning chain happens to be longer, rather than more accurate. As these models are increasingly integrated into high-stakes legal research and decision-support systems, this discovery is quite sobering. If our automated legal assistants are conditioned to equate “verbosity” with “validity,” we risk a feedback loop where the most elaborate (but not necessarily the most legally sound) arguments win. It serves as a necessary reminder that algorithmic transparency is not just about knowing what the model said, but understanding the structural flaws in how it arrived there. We must demand more rigorous audit standards for reasoning chains, or we risk building a legal tech infrastructure that prioritizes the eloquence of the prompt over the nuance of the law. ⚖️ Source: More Thinking, More Bias: Length-Driven Position Bias in Reasoning Models, by Xiao Wang

@CACandChill Go Dawgs!!

#georgiabulldogs facilities are just incredible. I can’t wait to see the guys next season 🏈 #collegefootball