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ThreadTrak — Founder access

A Chrome extension for X/Twitter: map threads, queue replies, and keep conversations actionable.

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Jan 31, 2026

Crypto exchange rate limiting: fixed window vs leaky bucket (stop 429s)

A production-first playbook to stop 429 storms: diagnose the limiter type, add guardrails, and log the signals you need to stop guessing.

Jan 11, 2026

Why exchange APIs "randomly" ban bots (and how to prevent it)

A production-first playbook to avoid bans: permissions, rate limits, auth hygiene, and traffic patterns that keep trading bots alive.

Jan 09, 2026

Timestamp drift: the silent cause of signature errors

Why bots suddenly start failing with 401/403 or signature errors, and the production fixes that stop timestamp drift from taking you down.

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