Tag: idempotency
ThreadTrak — Founder access
A Chrome extension for X/Twitter: map threads, queue replies, and keep conversations actionable.
Outbox pattern: reliable writes + events without the enterprise baggage
When a database write succeeds but the event never arrives, your system is lying to downstream consumers. The outbox pattern fixes this without a distributed transaction or a message broker rewrite.
Idempotency keys for APIs: stop duplicate orders, emails, and writes
When retries create duplicate side effects, idempotency keys are the only safe fix. This playbook shows how to design keys, store results, and prove duplicates cannot recur.
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.
Agent keeps calling same tool: why autonomous agents loop forever in production
When agent loops burn tokens calling same tool repeatedly and cost spikes: why autonomous agents loop without stop rules, and the guardrails that prevent repeat execution and duplicate side effects.