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Understanding Fractional Shares in Automated Trading
Explore how fractional shares in automated trading can maximize investment opportunities, offering flexibility and diversification in high-value stock markets.
Blog
Notes from the VelaDeck team on automated equity strategy execution, backtesting, and Alpaca integration.
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How Deterministic Client_Order_Ids Work in Trading Systems
Discover how deterministic client_order_ids enhance the reliability and efficiency of automated trading systems by preventing order duplication and ensuring traceability.
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Analyzing Historical Returns of Equity Strategies for Insights
Discover how analyzing historical returns of equity strategies can enhance investment insights. Understand risks and rewards through past performance data.
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Monthly vs Quarterly AI Strategy Updates: Key Differences
Explore the impact of monthly vs quarterly AI strategy updates on your equity portfolio with VelaDeck. Understand their mechanics and implications for optimal trading.
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AI-Driven Equity Strategies Explained for Traders
Discover how AI-driven equity strategies are revolutionizing trading by automating portfolio management and optimizing stock market interactions.
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Benefits of Paper Trading Over Live Trading Explained
Explore the numerous benefits of paper trading over live trading, offering a risk-free environment for testing strategies and understanding market dynamics.
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Impact of AI on Portfolio Rebalancing: Efficiency Redefined
Explore how AI transforms portfolio rebalancing, offering enhanced efficiency and precision. Discover benefits and practical impacts for investors with VelaDeck and Alpaca.
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Top Challenges in Automated Order Execution Explained
Discover the main challenges in automated order execution, from timing trades in volatile markets to managing algorithmic complexities, and learn how to overcome them.
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Monthly vs Quarterly Rebalancing Impact on Investments
Explore how the frequency of rebalancing—monthly versus quarterly—affects investment returns and risk. Discover which strategy aligns best with your financial goals.
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Understanding Automated Trading Performance Metrics
Explore crucial automated trading performance metrics to optimize your strategy using AI-driven platforms. Learn about ROI, volatility, and more.
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Mastering Equity Strategy Risk Management for Traders
Explore the essentials of equity strategy risk management to enhance your trading process and safeguard investments against potential losses.
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Choosing the Right AI Equity Strategy: A Comprehensive Guide
Discover how to select the right AI equity strategy for your portfolio. Learn about the integration with Alpaca and optimize your investments effortlessly.
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Rebalance Algorithms in AI Trading: Key to Portfolio Success
Discover how rebalance algorithms in AI trading maintain strategic alignment and precision in your investment portfolio, crucial for success.
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Mastering Order Execution in Automated Trading Systems
Discover how effective order execution in automated trading systems can make or break your trading strategy, leveraging AI for optimal results.
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Mastering Backtesting Strategies in Volatile Markets
Discover essential backtesting strategies to navigate volatile markets effectively. Learn how to simulate and evaluate trading strategies using historical data.
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Enhancing Trading with AI Strategy Integration with Alpaca
Discover how integrating AI strategy with Alpaca can automate and optimize your trading activities, making informed investment decisions easier.
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Comparing Equity Strategies with AI: A New Perspective
Discover how AI-driven equity strategies can enhance decision-making by analyzing vast datasets, offering insights beyond traditional methods.
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Understanding Differences Between Paper Trading and Live Trading
Discover the key differences between paper trading and live trading, and how each impacts strategy execution, risk management, and emotional engagement.
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What is Buy and Hold vs Active Rebalancing?
Discover the differences between buy and hold and active rebalancing strategies. Learn how each approach impacts investment goals and risk management.
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Understanding Time-Weighted vs Money-Weighted Return
Explore the differences between time-weighted and money-weighted returns, key metrics that influence investment decisions and portfolio evaluations.
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How to Evaluate an AI Stock Picking Strategy Effectively
Learn how to assess AI stock picking strategies to ensure they align with your investment goals and risk tolerance, using key factors and examples.
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Mid-Cap Stocks vs Large-Cap Stocks: Portfolio Tradeoffs Explained
Explore the tradeoffs of mid-cap vs large-cap stocks, focusing on risk, return potential, and diversification to optimize your investment strategy.
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What is Drawdown in Portfolio Management?
Discover the importance of drawdown in portfolio management and how it helps investors assess risk and resilience in their investment strategies.
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How Automated Trading Handles Market Hours and Order Timing
Explore how automated trading systems optimize market hours and order timing to enhance trade execution efficiency, leveraging algorithms for seamless operations.
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Portfolio Turnover and Trading Costs Explained for Investors
Discover how portfolio turnover and trading costs affect your investment strategy. Learn to optimize performance by managing these crucial factors effectively.
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How to Blend Multiple Stock Strategies into One Portfolio
Learn how to blend multiple stock strategies into one portfolio, enhancing returns and managing risk through strategic diversification.
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What Is Equal Weight Portfolio Rebalancing and When to Use It
Equal weight gives every holding the same notional. Over time prices drift and erode the strategy — here is how scheduled rebalancing keeps the composition honest.
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How Momentum Strategies Pick Stocks: Monthly AI Signals Explained
Momentum strategies rank stocks by recent return and rotate monthly. Here's how an AI model scores candidates, and how VelaDeck turns those composition changes into Alpaca orders.
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Dollar Cost Averaging vs Signal-Based Rebalancing
Dollar cost averaging and signal-based rebalancing solve different problems. DCA controls how fast you deploy capital; signals control what you own once it's there.
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Why Live Trading Should Be Opt-In for Automated Portfolios
Live trading in VelaDeck is off by default and requires two independent conditions to enable. Here's why opt-in is the right default for automated portfolio execution.
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How to Read a Backtest Equity Curve vs Benchmark
How to read a backtest equity curve: what the strategy line represents, what the benchmark measures, how blended returns work, and what the chart can't tell you.
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Value vs Growth Equity Strategies: Blending Both
Value vs growth equity strategies behave differently across market cycles. Here's how each works, what distinguishes them, and how to blend both in an automated portfolio setup.
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Paper Trading Account Best Practices for Alpaca Automation
A paper trading account validates your automated pipeline before real money is at risk. Here's how to use paper mode effectively with VelaDeck and Alpaca.
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Setting a monthly cap on automated buys, step by step
The monthly cap is your circuit breaker for automated buying. When a signal would push spending above your limit, it's logged as skipped_over_cap — not lost.
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How Monthly Rebalancing Works: Signals and Execution
Monthly rebalancing resets your holdings to match the AI strategy's latest composition. VelaDeck turns each monthly diff into typed BUY, SELL, and REWEIGHT orders automatically.
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Fractional shares vs whole shares rebalancing mechanics
Whether a rebalance order uses fractional or whole shares depends on signal type: BUY orders are sized by USD notional; SELL orders use your exact held quantity. Here's why that distinction matters.
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The 6 US equity AI strategies inside VelaDeck
Value, Buffett-style, tech, S&P beat, Dow, mid-caps: a one-paragraph explanation of each strategy VelaDeck can replicate for you.
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What is idempotency in order execution, and why it matters?
Idempotency means submitting the same order twice results in exactly one fill. It’s the mechanism preventing cron retries from double-buying your Alpaca positions.
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What the $1,000 backtest means (and doesn't)
The 'your $1,000 today would be $X' number on the dashboard is a weighted historical simulation, not a guarantee. Here's exactly how it's computed.
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Alpaca OAuth vs API keys for automation: which to use
OAuth and API keys both connect automation tools to Alpaca, but they differ in scope, revocation, and multi-account handling. Here's when each makes sense.
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From paper to live trading, safely
The right order to move from paper Alpaca to live: verify signals fire, verify fills, verify P/L tracking — then flip one switch.
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How VelaDeck automates monthly rebalancing on Alpaca
AI-driven equity strategies publish a new composition each month. VelaDeck detects the diff, plans BUY/SELL orders sized in USD, and submits them to your Alpaca account — with no manual clicks.