Tag: idempotency
Articles and runbooks tagged idempotency — production-tested patterns, code examples, and failure analyses across .NET, automation, crypto trading, and AI agents.
Find the 5% of replies that actually matter.
Reply in 30 minutes.
ThreadTrak maps your X threads, surfaces high-value conversations, and turns reply chaos into a clear follow-up queue. One payment. Lifetime access. No monthly fees ever.
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.
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.
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.
How to Stop AI Agents from Looping Forever: Guardrails & Stop Rules
Stop AI agents from calling the same tool repeatedly in production. Learn retry budgets, loop detection, human-in-the-loop escalation, idempotency keys, and guardrails that prevent runaway token costs and duplicate side effects. Code examples included.