Tutorials
Gradient Guide: A Safer Way to Evaluate Participation
A project-agnostic safety checklist for evaluating a new Web3 participation program before connecting a wallet, installing software, or sharing hardware.

New Web3 participation programs are structurally similar no matter the name: a dashboard, a browser extension, a wallet connection, and a points system that may someday convert into something of value. The temptation is to treat it as one decision. It is not — each element is a separate security decision, and a single mistake in any of them can outweigh every benefit. This guide is intentionally project-agnostic: it gives you a checklist that works for any program, including AI-network participation programs in the style of Gradient.
If you are new to the surrounding ecosystem, our wallet security guide covers the threat model behind the signing requests these programs generate, and how to research DePIN projects explains how to evaluate the physical networks many participation programs reward.
Verify the official entry point
The most common loss path is not a broken program — it is a fake one. Phishers clone dashboards, buy search ads, and impersonate community accounts, then harvest seed phrases and approvals from people who thought they were joining the real thing.
- Start from the official website or a documented social account, not from a link in a message.
- Compare the domain character by character. Lookalike domains differ by one letter or a subtle unicode substitution.
- Be suspicious of search ads: a sponsored result for “official site” is frequently the fake.
- Bookmark the verified page after your first visit and always navigate from that bookmark.
Separate your risk
Use a dedicated wallet with no meaningful holdings for experimental connections. This is the single most effective safety measure: a compromised extension or a malicious approval can only drain what the wallet holds.
- Keep the participation wallet separate from the wallet you use for savings or for running nodes.
- Never approve unlimited spending permissions. Prefer exact-amount or per-transaction allowances.
- Review every signing request and revoke permissions you no longer use with a tool such as Revoke.cash.
- If the extension asks for more than it needs — full account access, clipboard, or browsing history — question it.
Understand what you are actually offering
Points are not money, and a roadmap is not a promise. Before participating, be clear about the trade you are making. Every program asks for something — bandwidth, compute, data, or attention — and your job is to price it before you offer it.
- Bandwidth and compute — a node or extension may run continuously and use resources you pay for.
- Data — some programs observe or relay network traffic. Consider what a program can see about you.
- Time and attention — dashboards that demand daily engagement are a cost, not a feature.
- Privacy — know what the extension can read and whether it reports usage telemetry.
Document the trade-off
Write the deal down before you enter it. A short record makes it easy to decide when to stop, and stopping is the part most people forget to plan.
| Cost | Estimate before starting | Stop if |
|---|---|---|
| Hardware | Device dedicated or shared; upfront cost | A device must be repurposed to keep farming |
| Electricity | Watts × hours × price per kWh | Power bills exceed projected reward value |
| Bandwidth | Monthly uploads/downloads in your plan | You hit caps or pay overages |
| Privacy | What the extension can see and report | You would not be comfortable sharing it publicly |
| Time | Daily engagement required | Maintenance feels like a job you are not paid for |
Set hard stop conditions before you start: a maximum monthly cost, a minimum reward value, or a date to re-evaluate. When a condition is hit, stop — do not wait for the roadmap to improve.
FAQ
- Is participating the same as investing?
- No. Participation involves bandwidth, hardware, compute, or time without any guaranteed financial return. The points you earn are promises, not assets with a price. Evaluate the costs you actually pay in real terms, not the token price in a chart.
- Which wallet should I connect?
- Use a dedicated wallet with no meaningful holdings for experimental connections, and revoke permissions you no longer need. Keep savings and participation in separate wallets so a compromised session cannot drain real value. See our wallet security guide for the full threat model.
- How do I know an extension is safe?
- Install only from official stores, verify the publisher, and read the permissions it requests. Be skeptical of extensions that ask for more access than the program needs. Even then, assume the extension can be malicious and size your risk accordingly with a low-balance wallet.
- Can a program take my existing crypto?
- Only through permissions you sign or recovery material you enter. That is why unlimited approvals are dangerous and why no program ever needs your seed phrase. Review approvals regularly and revoke anything you no longer use.
- What if the program changes its terms after I join?
- That is exactly why you document the trade-off before joining and set stop conditions. When the terms shift — reward rates, hardware requirements, or data policies — re-run the checklist. The deal you agreed to no longer exists; re-evaluate it from scratch.
Bottom line
A participation program is a bundle of separate decisions: the domain, the wallet, the extension, the permissions, and the real-world costs. Verify the entry point, separate your risk into a low-balance wallet, understand what you are offering, and document the trade-off with hard stop conditions. For the surrounding context, see the wallet security guide, the DePIN research framework, and the beginner’s guide to running nodes.
This article is for educational purposes only and should not be considered financial or investment advice. Always conduct your own research (DYOR) before investing in cryptocurrencies or blockchain projects.


