Guides and perspectives on trading automation.
Ideas, practical walkthroughs, and updates from PineConnector.
A system that works is strangely hard to leave alone. Here is why the urge to tweak shows up, how it quietly erodes your edge, and how to tell a real improvement from a nervous one.
Most traders expect automation to feel like relief. For many it feels like boredom, and boredom is where good systems get tinkered to death. Here is what to do with the quiet.
The hardest trades to resist are the ones your system did not take. Here is how to handle the fear of missing out when the bot sits still and a setup you like goes by.
Automating one account is straightforward. Running the same strategy across several accounts, or across different brokers, adds real complexity. Here is what changes and how to keep it manageable.
The hardest part of automated trading is not building the system. It is watching it lose for a stretch and not interfering. Here is how to sit through a drawdown without breaking the thing that was working.
TradingView plots the data feed you choose, while your MT5 broker quotes, charts and fills on its own Bid and Ask. See the quote-gap formula, a worked alert-level example and how to reduce the mismatch.
Why forex prices gap between the Friday close and the Sunday open, how a gap can close a stop loss beyond its level, and why a PineConnector vol_dollar= size is a planned loss rather than a cap. Includes a worked EURUSD example and what TradingView,...
Walk-forward analysis evaluates a specified parameter-selection process through successive development and test windows. Compare rolling and anchored schedules, interpret efficiency and separate historical testing from execution checks.
VWAP depends on its price source, volume data and anchor. Calculate a weighted average and a reset, distinguish forex tick volume from traded quantity, and define a confirmed crossing before connecting an alert.
Compare inputs, rule decisions, simulated fills and accounting before comparing TradingView and MT5 report totals. Includes a worked entry-price example and the separate checks for PineConnector demo execution.
Read the current Metrics and Trades report, reconstruct key ratios and distinguish drawdown conventions. Record execution assumptions before comparing results.
How a quote, an order, the broker's checks, a deal and a position fit together in MetaTrader 5. A worked EURUSD example and one-line links to every trading mechanics guide.
Use 201 concise definitions covering Forex, orders, risk, backtesting, Pine Script, MT5 and automation. Worked examples distinguish units, account values and per-trade risk.
Mine a discretionary journal for candidate rules: tag setups, measure mean R and sample size, write observable conditions and test them out of sample before automating anything.
System Quality Number is √N × mean(R) ÷ stdev(R). A worked example explains sample standard deviation, trade-count caps and why a higher score can reflect more records rather than more independent evidence.
Brokers add prefixes and suffixes such as .pro to their MetaTrader symbol names, and an order must use that exact name. See where to read it in MT5, how TradingView tickers differ and how Symbol Mapping translates one into the other.
Swap in forex is the financing a broker charges or pays on positions held through the daily rollover. See how the interest-rate difference and markup set it, how MT5 applies each weekday's multiplier, and why multi-day holds must budget for it.
The stops level is the broker's minimum distance for new stops and pending orders, and the freeze level blocks changes close to price. See the formula, the spread effect behind error 10016 and where to read both values.
Compare fixed-distance, ATR, structure, band and time stops. Follow the calculation through position size, broker constraints and PineConnector instructions.
The stochastic oscillator shows where the close sits within the recent high-low range. Calculate %K and %D, tell fast from slow, and write level and signal-line crossings as testable rules.
SMC and ICT terms are community vocabulary without one authoritative definition. Write order blocks, fair value gaps, structure breaks and sweeps as explicit rules, and test the definitions you chose.
Semi-automated trading keeps some decisions with a person. Compare alerts with manual orders, automated exits and a logged veto, and see how manual and automated trades can collide on one MT5 account.
RSI measures smoothed upward price changes relative to downward changes. Calculate Wilder’s RSI, distinguish a crossing from a state, and define divergence and alert timing precisely.
Define ruin, the horizon and the sizing rule before calculating a probability. This guide separates fixed-stake formulas from a seeded fixed-fraction drawdown simulator and explains what both models leave out.
Recovery factor compares period net profit with maximal currency drawdown. Learn why a value above 1 does not confirm recovery from the latest peak, and how units, test length and report conventions affect the ratio.
