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What I've learned building MVPs, fixing slow Next.js apps, and shipping AI features that don't fall apart in production. Written for founders who want the honest version, not the polished agency version.
Choose the right background-job architecture for SaaS work: compare cron, queues and durable workflows, then add idempotency, recovery and cost controls.
Next.js patched critical AVIF and Windows RCE flaws. Audit your image path, hosting runtime and deployed versions, then upgrade without guesswork.
A practical observability blueprint for SaaS teams: choose useful signals, connect requests to outcomes, control telemetry cost, and build actionable alerts.