... either a rigid bot that broke the moment the market changed, or a signal feed that still left me to make the actual emotional decision the FOMO entry, the revenge trade after a loss, the "just one more candle" hold. Turns out that's not just me 63-80% of retail traders lose money, and it's rarely because their analysis was wrong. What I built instead: DuskOS is an autonomous execution layer not a signal bot where a swarm ...

... that looks at the chart and tells you what it sees - patterns, where support and resistance are, roughly where an entry/stop/target would sit. Basically the second opinion I wished I had at 1am staring at a candle. The part I'm weirdly proud of: instead of the AI just sounding confident, I made it keep a public track record of how often its forecasts actually land. Felt wrong to ship "trust me bro" predictions. It's live here ...

... paint you a picture. You've done your analysis. Structure is clear. Entry is clean. You pull the trigger. Then a number prints somewhere in the world and your stop is gone in one candle. You didn't have bad analysis. You had incomplete information. That's not a skill problem. That's an access problem. Hedge funds have entire macro research desks running before market open. Prop firms have dedicated news terminals and research teams. They know what ... ... coming before the candle

... features so far. I completely redesigned politician profiles and rebuilt the charts system. You will be able to view sentiment history by day, month, or year using candlestick charts. But the coolest part is this: You can tap any candle and jump back in time to see the articles and key moments that influenced the score at that time. So instead of just seeing: people supported/disliked this politician here you can understand why. The goal is to connect public sentiment ...

... features so far. I completely redesigned politician profiles and rebuilt the charts system. You will be able to view sentiment history by day, month, or year using candlestick charts. But the coolest part is this: You can tap any candle and jump back in time to see the articles and key moments that influenced the score at that time. So instead of just seeing: people supported/disliked this politician here you can understand why. The goal is to connect public sentiment ...

... showing the potential. Second, the feedback from my early users showed me that what I thought was a version 1.0 was much closer to a .5 at best. So I was left with a choice, after burning the candle at both ends to make this happen do I say good enough as is or really polish this and make it shine. Needless to say, the work goes on, and with launch lessons learned , new things are coming soon (provided ...

... Execution beats perception. Investors, journalists, even other founders love the teen founder headline. But it s a distraction. What matters: can you iterate fast, ship weekly, talk to customers, and keep retention up? Those things compound not your birthday candles. 3. Learning speed is the real edge. Being young helps only because you haven t yet calcified into the way things are done. You copy less, question more, and recover faster from being wrong. That s where the leverage ...

... looks like claws: Whereas I like the stylistic shape of their new custom W: Much better vibessss. Comment from Chris Messina(@chrismessina): @mikekerzhner  it sucks! It's like really really bad . The context window is too small (16K vs 200K), it doesn't look across the codebase to make holistic changes, and it often uses out of date documentation. I'm shocked that they're putting this out there confidently. It doesn't hold a candle

... from Andr J(@conduit_design): I dont think there is biological change at all. Has not been for 100s of thousands of years. Biology moves slow. As such we amp up with tech. We still sit in caves with candle light fires prefering the dark-mode. I think biologically we are at peak. tech however still has some road to go. We progress by building on top of what came before. If we reset everything today. No memory ... ... efficiency while still ensuring critical thinking stays strong? Comment from Ruban Phukan(@goodgistai): @busmark_w_nika  Absolutely, exercising our brains and applying active thinking is essential. The key is understanding where human effort adds the most value versus