u/Plus_Year_9777

I have been doing this seriously for about three years. I read 10-Ks, build my own DCF models, and listen to every earnings call for the names I follow.

The problem I keep hitting is that once I am mentally invested in a name (before I am financially invested), I can construct a beautiful narrative for it. The bull case feels airtight. Then six months later something breaks the thesis and I look back and realize I was selectively weighting evidence the entire time.

For people here who have been doing this longer, how do you actually keep yourself honest? Do you write a pre-mortem? Do you keep a dedicated section in your thesis doc for 'what kills this'? Do you only buy after a peer has poked real holes in the reasoning?

I am asking about the actual mechanics, not the principle of 'be objective.

Three years of trying to buy cyclically depressed names with seemingly clean balance sheets. Hit rate is roughly 40%. The 60% that did not work all had something in common in retrospect: I missed a structural shift in the customer base, or in input costs, or in the regulatory environment. The frustrating part is that all of these were knowable from the 10-K and the conference calls. I just was not weighting them correctly because I was anchored on the cheap multiple.

For people who run a higher hit rate than that, what specifically are you doing in your diligence that I am probably skipping? Channel checks with customers? Reading proxy statements for management quality signals? Sentiment analysis on industry trade press?

Mid-sized B2B SaaS commerce, six enterprise customers in Singapore, Hong Kong, and Indonesia. Keep asking to pay annual contracts in stablecoin, mid-six figures each so the revenue isn't trivial every time we explore it. The answer comes back as "compliance is too messy" and we shelve it for another quarter. For the teams here who actually accepted stablecoin payments at scale... what broke and what didn't?

Been at this since 2023, kept journal, read the books, watch the calls and 80% of my decisions still feel like vibes. Returns are okay, not great, mostly because the market has been kind. For those people who are further along, did you build a real process or just keep doing the same thing with slightly more confidence?

I'm constantly choosing between two similar companies in the same sector it seems, is there a cleaner tool or workflow for apples-to-apples comparisons for two or three stocks?

Been watching people swap tools every few months and honestly still can't tell if anyone's actually settled on something or just chasing whatever's getting buzz. My team's had the same conversation three times this year and we keep landing somewhere different. What are you all actually sticking with and what made you stop looking?