- Preface
- Prologue
- Part I — Before the Crypto
- Chapter 1 — The Town Square Problem
- Chapter 2 — The First Scams
- Chapter 3 — The First Defenders
- Part II — When the Crypto Arrived
- Chapter 4 — The Great Migration
- Chapter 5 — The Fraud Catalog I
- Chapter 6 — The Fraud Catalog II
- Chapter 7 — The Attack Economy
- Part III — The Machines Pass for Human
- Chapter 8 — The Inflection
- Chapter 9 — The New Attack Catalog
- Chapter 10 — The Agentic Shift
- Chapter 11 — Synthetic Communities & Cross-Platform Kill Chains
- Chapter 12 — Attacking the Defenders
- Part IV — The Battlegrounds & the Anatomy
- Chapter 13 — Anatomy of a Modern Scam
- Chapter 14 — Ecosystem Battlegrounds
- Chapter 15 — Measuring the Problem
- Part V — The Response, and Why It's Losing
- Chapter 16 — The Defender's Canon
- Chapter 17 — The AI-Moderation Wave
- Chapter 18 — The Platform's Hand
- Chapter 19 — The Structural Limit
- Part VI — Solving for Sybil
- Chapter 20 — From Detection to Sybil-Resistance
- Chapter 21 — Solving for Sybil: Four Families
- Chapter 22 — Why It Hasn't Happened Yet
- Chapter 23 — The Way Forward
- Epilogue — The Trust Layer the Internet Still Needs
- Appendix A — The Attack Taxonomy
- Appendix B — Annotated Sources
- Appendix C — The Admin's Practical Playbook
- References — Source URLs
- Glossary
- About the Author
Will Never DM You First
Inside the Scam Economy of Open Communities
Every crypto channel pins the same frantic warning: the admins will never DM you first. This is the field guide to the scam economy behind that line — impersonated admins, deepfaked founders, pig-butchering, and entire synthetic communities — traced across three eras, from spam to crypto to AI, and the one question that ends it: who is in the room?
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That warning is really a confession. A community that has to pin "the admins will never DM you first" is admitting it can no longer tell its own founders from the impostors wearing their faces — so it gives up and tells you to trust no one. This book is about how it came to that, and why the same thing happens everywhere open communities form.
The argument runs through three eras, in the order the damage actually arrived. First, cryptocurrency dropped instant, irreversible, anonymous value into rooms full of strangers, and nuisance spam turned into predation. Then large language models removed the last reliable tell — language itself — and let a single operator run thousands of fluent, around-the-clock personas. Every defense the industry has shipped keeps breaking on the same wall, and the book shows, in technical detail, exactly where and why.
Then it takes the machine apart. You'll come to understand the supply chain behind a modern scam the way you understand the supply chain behind any product on a shelf — the tooling, the labor, the pricing, the margins — and why the people running it behave like the businesses they are. And you'll see the family of approaches the field is finally converging on to answer the question all of it turns on, and to make the whole economy unprofitable.
It's written by an engineer who spent years building inside exactly these rooms: opinionated, concrete, and citation-rich, closer to a tired security engineer's notebook than a textbook. If you run an open community, build in crypto or Web3, work in trust and safety, or just want to understand the machinery behind the messages in your inbox, it will change how you see every open room you walk into again.
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Author
About the Author
I'm a blockchain engineer. For the last several years I've worked on Polkadot — one of the larger blockchain networks — at the layer where cryptographic identity and on-chain reputation stop being whiteboard abstractions and become code real users have to trust. I began on the developer-support team at Parity Technologies, where I helped create the Polkadot StackExchange and became one of its top-five all-time contributors, wrote official SDK tutorials and documentation, and presented to developer audiences around the world. I then co-founded R0GUE, a developer-tooling company backed by a Web3 Foundation grant and a $587K Polkadot Treasury allocation, where we built a Rust-based developer CLI and acquired the ink! smart-contract language from Parity. Today I'm a developer relations engineer for Polkadot and the creator of the Polkadot Cookbook, and I've spoken at blockchain conferences across the US, Europe, and Asia.
I wrote this book because I kept watching a field that talks endlessly about decentralized identity and verifiable reputation fail to connect those tools to the place that needs them most: the open communities where spam quietly turned into industrial-scale fraud. The people fighting fraud and the people building the identity layer are having two separate conversations — and the whole argument here is that they're really the same one.
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