How to Spot Whale Manipulation in Low Cap Tokens On-Chain
A forensics checklist for thin markets. How to read the LP, the buy clusters, and the deployer-linked wallets so you can tell an engineered pump from real accumulation.
Oct 23, 2026
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The archive.
A Delisted Trading Pair Is Not a Delisted Token
A delisting row is keyed on a pair, so it tells you a book is closing and nothing about whether the token still trades. The three cases behind one row, and the check that separates them in five minutes.
Oct 23, 2026
Spoofing and Layering: How to Spot Fake Liquidity in the Order Book
A lot of what looks like support or resistance in the order book is just a quote someone put there to be seen, not filled. Here is how to tell the difference before you trade against it.
Oct 22, 2026
Do Classic Chart Patterns Work? Testing Head and Shoulders, Triangles, and Flags
Most chart patterns look great in hindsight because the eye picks the ones that worked. Here is what survives when you define them mechanically and count every case.
Oct 22, 2026
Managing Bot Configuration: Parameters, Versioning, and Safe Rollouts
A parameter change to a trading bot is a deployment. Here is a lightweight change-management process for versioning config, validating it, and rolling it out at reduced size first.
Oct 22, 2026
