GridLens Blog
Real notes from running crypto grid bots — margin alerts, drawdown monitoring, why bots blow up, and how to automate safely with read-only API keys.
I Ran a Gate.io BTC Grid Bot for 6 Months — Real Returns and 3 Fatal Mistakes
I have run a Gate.io BTC perpetual futures grid bot for six months. This is the write-up I wish I'd had before I started: the mechanics, the realistic numbers, the mistakes that ne
How to Set Margin Alerts for Grid Strategies — Threshold Formulas + Code
I run several grid bots on Gate.io, Binance, and Bybit futures. The single feature that kept me from liquidation was not a smarter grid — it was a margin-ratio alert wired to a thr
Crypto Portfolio Drawdown Monitoring — From SQLite to a Real-Time Dashboard
Running one grid bot is easy to watch. Running ten across three exchanges is not. I learned that drawdown — not daily PnL — is the number that tells you if you're about to get hurt
Why Most Grid Bots Blow Up
Grid bots are marketed as "passive income," and most of them quietly blow up accounts when the market stops cooperating. I've run them long enough to see the same five failure mode
The Risk Boundaries of Using an AI Agent to Manage Crypto Assets
AI agents that can read your exchange account and even act on it are arriving fast. I've wired one to my own grids — read-only — and the line between "helpful" and "dangerous" is e
How GridLens Works — A Read-Only Crypto Grid Monitoring Tool
GridLens is the tool I built because I was tired of babysitting ten grid bots across three exchanges. It connects with read-only API keys, computes the metrics that actually predic