Why JSON is wrong for high-frequency data.

Ring buffer implementation for tick storage.

Bar aggregation: how ticks become OHLCV bars.

VPIN calculation for slippage estimation.

Includes working code templates for:

• TVC3 header structure

• RingBuffer implementation

• BarAggregator with VWAP

• VPIN calculator