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Niokoz Profile picture
Niokoz
@NicoooooooFX
Trading Systems Engineer | Orderflow + Microstructure | On-chain Scalping Infra | Python/Rust/C++ Execution | LLM-driven Operators | Live markets. Hard edges.
May 17 • 20 tweets • 5 min read
1/ In microstructure scalping, most decisions come down to one question:

Should I follow the aggressive flow, or fade it?

This is the core difference between:

• GO WITH
• FADE
Two completely different orderflow logics. 🧵 Image 2/ GO WITH means following aggressive flow when it actually moves price.

Example:

Buyers lift the ask.
Ask liquidity pulls.
Price displaces higher.
Bids stack behind.
Breakout is accepted.
That is continuation logic.
Mar 26 • 12 tweets • 2 min read
1/ Watching GOLD FUTURES (GC-COMEX) on 3D_NEXUS_META changes the way you read the market.

This is not a flat chart.
This is liquidity, aggression, and reaction on one screen. 2/ Green = bid-side liquidity.
Red = ask-side liquidity.
The numbers at each level show visible size.
The bubbles show actual market order volume hitting the book.
That alone is a huge upgrade in clarity.