Category: Crypto Automation
Featured in Crypto Automation
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
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.
Jan 11, 2026
Resources for Crypto Automation
Browse resourcesTimestamp drift runbook + logging schema
On-call runbook for signature error incidents. Logging schema makes clock drift diagnostics fast. Know what to check in minutes, not hours.
Exchange rate limiting & backoff strategy package
YAML config templates for Binance, Kraken, Coinbase, Bybit + decision checklist + 429 logging schema. Know when you're being rate-limited before your bot crashes.
Latest in Crypto Automation
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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