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Algo Trade Analytics Docs

Quick Start

This guide walks you through the Optimization Loop: Setup, Logic Validation, and Execution Audit.

A. Setup Your Command Center

Section titled “A. Setup Your Command Center”
  1. Setup Webhook: In the sidebar, go to Webhook Management, click Create New, and follow the instructions in the “How To” tab to integrate the webhook alert payload into your TradingView strategy.
  2. (Optional) Setup Pine Validator: Go to Account Integrations and save your TradingView Username. This enables the Pine Validator for the AI Editor.
  3. (Optional) Connect Alpaca: If you want to audit live fills, click Authorize with Alpaca in the same section.

B. Validate Logic (Backtest vs Alerts)

Section titled “B. Validate Logic (Backtest vs Alerts)”

No broker required. Ensure your strategy logic fires signals exactly when your backtest expects.

  1. Export Backtest: In TradingView, go to Strategy Tester > List of Trades and click Export CSV.
  2. Upload to Hub: Go to Backtest vs Alerts and upload your CSV.
  3. Audit: Compare the BT (Backtest) signals with your AL (Alert) history to ensure a high match rate.

C. Audit Execution (Alerts vs Fills)

Section titled “C. Audit Execution (Alerts vs Fills)”

Requires an Alpaca account. analyze how your signals translate to real broker trades.

  1. Integrate Webhook: Add the JSON alert payload to your TradingView strategy (see the How To tab in Webhook Management for ready-to-use snippets).
  2. Match Fills: Go to Alerts vs Fills after a trade occurs.
  3. View Truth: Reconcile your webhook alert payloads with the actual Alpaca fill to show price slippage and latency.

D. AI Resolution & Optimization

Section titled “D. AI Resolution & Optimization”

Gain your edge by closing the loop with our GPT-5 powered agents.

  1. Resolve: Click Analyze with AI on any report to reduce complex gaps into a meaningful resolution.
  2. Improve: Open the Pine Script AI Editor and ask: “Improve my code based on the discrepancies found in my recent audit.”
  3. Execute: The AI will automatically update your Pine Script to mitigate the logic gaps or slippage identified.

Ready to gain your edge? Start by Generating a Webhook.