NikAlgo

Metacognitive recursion in 3 sentences.
You watch yourself think.
You refine how you think.
You refine how you refine.

this post will find you if you’re a trader pivoting to becoming a builder

here’s a tip for ai news workflow that works extremely well with openclaw.
at first, i tried feeding raw rss into llm, which looked “informative” but it was mostly noise… and it was expensive af.
so i moved filtering before the model:
- collect headlines
- remove duplicates
- score for relevance
- pass only the short list to llm
output got cleaner, cost is negligible.

if twitter came back tomorrow,
would you leave x?
i can feel this platform evolving into something entirely different.
and there’s no stopping that.
there’s also no substitute for the version of twitter we used to have.
threads?
nope.
bluesky?
not even close.
every “alternative” feels like a terrible copy with no soul.
the reality is that we don’t really have somewhere else to go.
and there isn’t much space to grow something new in a market this saturated.
so we are left with 2 options
- stay and adapt
- quietly detach
what’s your choice?

minimum stack for this era:
- automation/system design
- basic coding + llm assisted development
- distribution
- sales/conversion
- data thinking
- product sense
master at least 2.

random things you need to hear.
> become dangerous enough to build and ship things fast.
> work on your adult to identify bottlenecks before others and build around them.
> you stack should make you a builder, not just a thinker.

vol spike across the board
> majors down
> gold/silver up

you don’t need 10 different llms.
you need to know what you’re doing and why you’re doing it.
everything else is arbitrary.
that’s it.