Category: Crypto Automation

Curated posts in Crypto Automation. Each article includes production-tested code, runbook-ready checklists, and real-world failure patterns.

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Latest in Crypto Automation

WebSocket Reconnect & Auto-Reconnection for Trading Bots: Exponential Backoff, Heartbeat & State Recovery
Automation > CryptoFeb 25, 2026

WebSocket Reconnect & Auto-Reconnection for Trading Bots: Exponential Backoff, Heartbeat & State Recovery

Complete WebSocket auto-reconnect guide for trading bots. Implement automatic reconnection with exponential backoff, heartbeat ping-pong, message gap detection, and state recovery. Production-tested TypeScript code included.

Crash Recovery: Reconciliation Loops That Prevent Double Orders
Automation > CryptoFeb 23, 2026

Crash Recovery: Reconciliation Loops That Prevent Double Orders

Build crash-proof trading bots with reconciliation loops that detect and correct out-of-sync state on restart—preventing double orders and orphan positions.

Trading bot keeps getting 429s after deploy: stop rate limit storms
Automation > CryptoJan 31, 2026

Trading bot keeps getting 429s after deploy: stop rate limit storms

When deploys trigger 429 storms: why synchronized restarts amplify rate limits, how to diagnose fixed window vs leaky bucket, and guardrails that stop repeat incidents.

API key suddenly forbidden: why exchange APIs ban trading bots without warning
Automation > CryptoJan 11, 2026

API key suddenly forbidden: why exchange APIs ban trading bots without warning

When API key flips from working to 403 forbidden after bot runs for hours: why exchange APIs ban trading bots for traffic bursts, retry storms, and auth failures, and the client behavior that prevents it.

Signature invalid but bot was working: why clock drift breaks auth suddenly
Automation > CryptoJan 09, 2026

Signature invalid but bot was working: why clock drift breaks auth suddenly

When bot gets signature invalid or 401 after working fine for hours: why clock drift breaks exchange auth suddenly, and the time calibration that prevents it.

Why Most Crypto Trading Bots Fail (And How to Build One That Actually Works)
Automation > CryptoApr 23, 2025

Why Most Crypto Trading Bots Fail (And How to Build One That Actually Works)

Discover why most crypto trading bots lose money and how to build a working, profitable bot with Python. Learn real-world lessons and get access to a 250+ page guide a…

Kamran Ul Haq

Kamran Ul Haq

Founder & Lead Engineer

I help teams keep automation and .NET systems stable in production: stop duplicate side effects, fix retry storms, make failures observable, and ship guardrails fast. If you’re dealing with 429s, timeouts, runaway jobs, or “it fails but the logs don’t say why”, I’ll help you stabilize first and then harden so it stays fixed.

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