Predict Profit

Most of the bot's work is saying no. When models disagree, when the edge is too small, when fees eat the margin: skip. No trade is still a trade decision. predictandprofit.io #Kalshi #PredictionMarkets

The Econ Bot could not see its own open positions. Wrong dict key in the API wrapper. Returned empty every time. The bot over-traded for it. One line fixed it. predictandprofit.io #Kalshi #Python

Screenshots are easy to cherry-pick. Source code is not. What you get with Predict & Profit is the full system, not a highlight reel. predictandprofit.io #Python #Kalshi

If your trading bot has no dashboard, you are not running a system. You are running a guess with a cron job. Visibility is the accountability layer. predictandprofit.io #Kalshi #Python

No magic money machine. Not a typo, not false modesty. The bot has skip logic, position limits, and fee checks for a reason. A system that admits its limits is more trustworthy than one that doesn't. predictandprofit.io #Kalshi #AlgoTrading

A submitted order is not a confirmed fill. Treating them the same breaks position sizing. Fixed in v2.2: order states are tracked separately now. predictandprofit.io #Kalshi

@hivinz_ Right now it is human-in-the-loop: Claude generates platform-specific drafts, then I approve the JSON before @Blotato schedules or posts it. Next step is adding a subject ledger plus scoring checks for length, banned claims, repeated topics, and URL rules before it gets approved

@Predict2Profit the full pipeline from RSS to published post is the dream. what does the approval step look like, manual review or some kind of scoring threshold?

Small automation win tonight: Predict & Profit now generates, approves, schedules, and publishes social posts from the RackNerd VPS through Blotato. Less manual posting. More time improving the bots. #Python #BuildInPublic

Lowering our minimum entry threshold from $0.40 to $0.25 unlocked significant volume without compromising the mathematical edge. The automated weather engine just settled twenty-one Kalshi trades with a 66.7% win rate. Trust the data. predictandprofit.io #Kalshi

Your risk management is only as accurate as your settlement pipeline. A critical failure point in algorithmic trading is tracking resting orders instead of confirmed fills. The SQLite database now segregates them strictly. predictandprofit.io #DataEngineering #TradingSystems

Do not hold losing trades out of stubbornness. Let the database manage your risk. Predict and Profit v2.2.1 adds regime change auto-close infrastructure. If macroeconomic baselines shift, the script exits automatically. #RiskManagement" target="_blank" rel="nofollow noopener">predictandprofit.io/#RiskManagement #Fintech #Kalshi

Retail traders guess. We trade mathematical probability gaps. The Predict and Profit engine now queries a 187-member ensemble (HRRR, GFS, AIGEFS, ECMWF). Minimum 3-of-5 model agreement required to execute. predictandprofit.io #AlgoTrading #Python #DataScience

April CPI drops May 13. My bot has positions open across multiple strikes. Cleveland Fed called it. FRED signals aligned. Now we wait. Live track record updated automatically at settlement: predictandprofit.io/results Code SIDEPROJECT for 15% off.

@_Niss0 Sounds great

@Predict2Profit Great momentum and strong team work lets collab 🚀

Every 6 hours my bot pulls 31 GFS ensemble runs, finds the gap between model probability and Kalshi price, and fires automatically when the edge clears the fee. No gut feel. Just math vs market. Go get the code. 🟢 predictandprofit.io #kalshi #algotrading #weathertrading

31 weather models run every 6 hours. When they all agree, the bot doesn't hesitate. That's not a guess. That's convergence. 🟢 predictandprofit.io #predictionmarkets #kalshi #weathertrading #algotrading

Automated bots. GFS ensemble weather models. Prediction markets. This account is where the edge lives. 🟢 predictandprofit.io #predictionmarkets #kalshi #algotrading #weathertrading