If you run Amazon OpenSearch Service in production, automated hourly snapshots sound like a good safety net. In reality, they have major operational catches: Backups sit in a hidden, AWS-managed bucket you cannot inspect or download. You cannot export them across accounts or regions for disaster recovery. You cannot retain them past 14 days for […]
Introduction In ad-tech, logs are not “nice to have.” They are the product’s heartbeat. Every impression, every click, every bid request — everything generates logs. Multiply that by millions of requests per minute, and you’re suddenly dealing with millions of events and TB’s of logs per day. That’s exactly where one of our platforms was. […]
Introduction In DevOps, upgrades are rarely exciting. They don’t ship new features (most of the time). They don’t impress clients. They don’t always get leadership applause. And yet, over the years at To The New, one thing has become very clear to us: DevOps teams that do upgrades regularly move faster, stay safer, and break […]