TL;DR
Follow the same GOOG trend strategy from a research brief to saved rules, historical tests, paper observation and a reviewed brokerage deployment. Each stage produces something different to inspect. Keep the rules fixed while observing paper trading, then review the live account and strategy changes in the app.
Follow the full journey
Connect your AI client
Choose the tool you use to show its setup here, then continue down this guide.
The result identifies Apple's company filing, filing date and source URL. The connection check makes no account changes.
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Research the company
Build a dated GOOG brief from filings before writing a trading rule. Keep the source dates and missing fields with the brief.
A company brief identifies the reporting period, units and original sources.
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Turn the idea into explicit rules
Buy whole GOOG shares with available buying power when its 50-day average is above its 200-day average and no GOOG is held. Close the holding below the opposite threshold. Equality takes no action.
The preview shows both trend comparisons and holding guards. Saving returns your own draft ID.
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Inspect historical behavior
Read the losing window as well as the stronger ones. These windows have already been examined; freeze the candidate before choosing dates you have not used.
A completed test returns its own ID, curve, drawdown and recorded statistics. Inspect the losing example below.
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Observe the same rules in paper trading
Create a separate paper portfolio from the reviewed GOOG draft. Record its start date and evaluation schedule. Review pending simulated orders, then follow holdings and dated values while keeping the rules fixed.
The running paper portfolio has a separate ID, evaluation schedule and forward observation log.
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Review the move to your broker
From the reviewed paper portfolio, open Deployment Center and select Port to Live. Compare the selected account, incoming rules and any existing rules that will be disabled. Confirmation enables the live target and activates the copied rules.
Follow the visual live-deployment guideThe app shows the broker account and exact strategy changes before you confirm the move.
Read the four recorded historical tests
These independent development tests each restart with $10,000, whole shares, cash dividends and 0.1% stock transaction fees. The third window lost 6.01%.
Show the table · 4 rows, 5 columns
Scroll sideways to compare all columns. Select a heading to sort.
| 2023-03-30 | 2023-12-06 | 26.23% | 13.19% | 0 |
| 2023-12-07 | 2024-08-14 | 18.61% | 18.27% | 0 |
| 2024-08-15 | 2025-04-23 | -6.01% | 21.46% | 4 |
| 2025-04-24 | 2025-12-31 | 70.86% | 8.67% | 0 |
No matching rows. Clear the filter to see all records.
These windows have already been examined. Freeze the rules before testing dates you have not used.
Keep the experiment together
Keep the company brief, saved rules, backtest ID, paper observation dates and live account review together. Paper positions, cash and performance history stay on the paper portfolio when you port its strategies.
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