About SwapHunt

Behind SwapHunt is 25+ years of production code, live trading infrastructure, and automated systems. The writing documents what those systems observe.

SwapHunt is not a product, a platform, or a company.

It is the name I use for the systems, tools, and decision frameworks I rely on in my own daily work.

What SwapHunt is

SwapHunt represents a way of working.

Over time, I kept running into the same problems:

  • repeated decisions made inconsistently
  • market noise drowning out structure
  • tooling that was either too opinionated or too vague

Instead of solving these problems ad hoc every time, I started building small, deterministic tools to reduce friction and remove guesswork.

Those tools became systems. Those systems became habits. SwapHunt is the name for that accumulated practice.

Why tools exist

The tools exist for one reason: to make the same decision the same way every time.

They are built to:

  • classify context, not predict outcomes
  • reduce cognitive load
  • act as stable inputs into automation and workflows

They do not chase signals. They do not optimize for excitement. They are intentionally boring.

What SwapHunt is not

To avoid confusion, SwapHunt is explicitly not:

  • a trading signal service
  • a prediction engine
  • a dashboard platform
  • a community product
  • a shortcut to profits

Nothing here should be interpreted as financial advice or a recommendation of any kind.

Articles and writing

The articles published under SwapHunt document observations, system behavior, and reasoning that would otherwise be lost to time or buried in timelines.

They are not written to persuade. They are written to explain.

Longer collections are published as e-books — written to be revisited, not consumed.

Some of these observations are also distributed through external platforms where they can be read in different contexts.

SwapHunt articles appear on selected outlets such as MEXC News and Coin Monks on Medium, where they are presented in formats adapted to active market participants.

The core source remains swaphunt.dev, where all articles are first developed and maintained in their original form.

Distribution is secondary. The focus remains on clarity, structure, and durability over time.

Who this is for

SwapHunt is useful if you build automated systems, work with trading infrastructure, need consistent market context, or prefer structure over noise.

If you are looking for signals, predictions, or shortcuts, this is not the right place.

Boundaries

SwapHunt favors:

  • context over conclusions
  • determinism over prediction
  • tools over platforms
  • access over features

Legal

SwapHunt is operated by NFI ApS, Denmark.

The SwapHunt name is used as a working identity for tools, writing, and systems developed and maintained under that entity.

Start with the articles or browse the editions.

Also available for guest articles on market structure, order flow, and crypto trading. Reach out on X.