Blockdawg

A tool for following money through crypto wallets to see where funds went.

Status
Investigation prototype
Year
2025
Role
Solo
Area
On-chain

In plain English

When crypto is stolen, the funds usually hop through many wallets. Blockdawg builds a map of those hops so an investigator can follow the trail forward to where the money went, or backward to where it came from.

How it works

  1. Start from a wallet or transaction of interest.
  2. Build a graph (a map of wallets connected by transfers) from blockchain records.
  3. Walk the graph forward and backward to pull out the paths the money took.
  4. Tag addresses with heuristic labels (educated guesses about wallet type) to guide the investigation.

What I did

I built it solo in Python, using outside blockchain data providers.

What I learned

A wallet label is a useful clue for an investigator, and proving who someone is takes far more evidence.