New proxy. Same timeout. Maintainer: “Works on my machine.” 🫠 Test the API on its own, then try another network. A timeout alone doesn’t tell you whose fault it is. #EdgePilot #QuantTrading

Your connection dropped. Your order may have filled anyway Retry blindly and you could double your position 💀 Check fills and positions before sending another order #EdgePilot #RiskManagement

Candle closed. Bot still asleep 😴 Before tweaking the strategy, check whether it’s still reading the previous candle #EdgePilot #QuantTrading

Same minute. Different candle low Before tweaking the strategy, check the data: 1️⃣ Was the first tick included? 2️⃣ Is that low for the minute or the whole session? A candle mismatch can become a signal mismatch #EdgePilot #QuantTrading

The stop filled. The funding fees show zero Before celebrating cheaper trading, check the exchange history Reconcile funding, trading fees and fills against your bot’s records. A missing cost isn’t a saving #EdgePilot #TradingCosts

Your backtest only includes coins still trading today? The losers may have disappeared before your test even started Check whether your historical universe includes delisted pairs. A clean dataset can hide a messy history #EdgePilot #Backtesting

💸 Lower fees don't always mean better trades. Maker orders can save fees, but what if your order doesn't fill and the price moves away? One EdgePilot user tested a smarter execution flow: 1️⃣ Place a maker order 2️⃣ Wait about 60 seconds 3️⃣ Handle the unfilled amount 4️⃣ Check actual fills on Binance Demo A good strategy needs good execution too. Full case study 👇 blog.edgepilotai.io/edgepilo…

📊 Trend trading or grid trading. Which works better? An EdgePilot user tested both with a clear goal: reach +50% within 14 days. The AI-assisted research covered 1,440 grid parameter sets and 2,866 historical starting points. The result? Grid didn't outperform the customized trend strategy under those test conditions. Don't guess. Test your ideas with data. 👇 blog.edgepilotai.io/edgepilo…

You patched the gateway. Restarted the bot. Same problem. Turns out the app was loading a different package. Before editing again, check the loaded module path, confirm the active gateway, then restart the process. First debug what’s running. #EdgePilot

The exchange filled 7.29. Your bot booked 8.33 After a partial exit, the original stop size may exceed the remaining position. If the bot books the requested size instead of the actual fill, P&L can drift too Reconcile fills before trusting the stats #EdgePilot