Yohenba

Building FlowLedger in public 🚀 | Following smart money, not hype | Sr. Software Engineer | Anime lover

[Yohenba @axzel_OFA]

Most investing dashboards answer one question:
"What's happening today?"

I'm more interested in:
"What's been quietly changing for the last six months?"

Institutional conviction doesn't usually appear overnight.
It builds. It fades. It rotates.

[Yohenba @axzel_OFA]

This week's lesson:

Investors don't necessarily ignore data because it's unavailable.

They ignore it because it doesn't fit into their workflow.

Building a product isn't just about exposing data.
It's about making it useful.

[Yohenba @axzel_OFA]

@CoinMarketCap either Eth or Btc

[Yohenba @axzel_OFA]

@Ravisutanjani Review ur portfolio every 6 months, if its not able to to perform better than the index in 3rd check, better switch

[Yohenba @axzel_OFA]

Data quality Gates are must, even at ingestion layer

[Yohenba @axzel_OFA]

One interesting thing about investing:

Everyone wants more data.

But the real challenge is deciding which data deserves your attention.

[Yohenba @axzel_OFA]

Better use the Auto model

[Yohenba @axzel_OFA]

One unexpected challenge while building software in 2026:

Deciding which AI model to use.
Code quality, context window, pricing, rate limits, and credits all matter.

I haven't found the perfect balance yet.

[Yohenba @axzel_OFA]

I personally use github copilot with pro + plan

[Yohenba @axzel_OFA]

A year ago the question was:
"Which AI model should I use?"

Today the question is:

GitHub Copilot?
Claude Code?
Codex?
Cursor?
OpenCode?
OpenClaw?
Open-source or closed models?

Choosing an AI coding stack is becoming surprisingly comple

[Yohenba @axzel_OFA]

I disagree, Maybe not currency, but they're definitely becoming a scarce resource. Running out of AI credits halfway through a sprint feels surprisingly similar to hitting an API rate limit.

[Yohenba @axzel_OFA]

Prediction:
AI credits will become a new form of currency.

Agree or disagree?

#AI #Tech #Startup

[Yohenba @axzel_OFA]

Mine are News and technicals

[Yohenba @axzel_OFA]

Every investor has that one metric they never skip.
Mine has changed over the past few months.
What's the first thing you look at before investing in a company?

📈 Revenue Growth 💰 Profitability 📊 Valuation 🏛️ Institutional Holdings 👤 Management 📚 Something else?

#Investing

[Yohenba @axzel_OFA]

Gonna reviewing my data ingestion pipeline and along with that i will add more Data quality checks

[Yohenba @axzel_OFA]

Everyone thinks AI is the hardest part of building a finance product.
It isn't.

The hardest part is making sure the data is correct before AI ever sees it.

Garbage in. Confident garbage out.

#BuildInPublic #DataEngineering

[Yohenba @axzel_OFA]

Oh god all the names i like are taken

[Yohenba @axzel_OFA]

Building the product: 6 months.
Finding a name: somehow harder. 😭
Every idea ends with: ❌ .com taken ❌ AI startup already using it ❌ Trademark from 2018
Naming a startup is the real final boss.
#buildinpublic #startup #indiehackers

[Yohenba @axzel_OFA]

For me, it was realizing that code scales faster than attention. Building is finite; distribution is continuous.

[Yohenba @axzel_OFA]

What's one startup lesson you only learned after launching?

[Yohenba @axzel_OFA]

Building FlowLedger this week taught me:

The hardest bugs aren't crashes.

They're assumptions that quietly become part of your data pipeline.

[Yohenba @axzel_OFA]

@garyvee The phase is hard to bear though

[Yohenba @axzel_OFA]

What's the most overrated investing advice you hear all the time?

Examples:
Buy the dip
Hold forever
Diversify everything

[Yohenba @axzel_OFA]

What gives you confidence to keep holding a stock during a 30% drawdown?

[Yohenba @axzel_OFA]

When your favorite stock drops 20%, what's the first thing you check?

Price?
News?
Earnings?
Institutional activity?
Something else?