Saas Backend Review — Page 2

Backends must make identity, permissions, data, and events explicit for Claude MCP tools.

Choose the right async primitive before it costs you data at 3 a.m.

Separate event ingestion from delivery to avoid timeouts and data loss.

Regulators are enforcing GDPR against agents that lack session-level transparency.

Use spans and evaluation loops to catch agent errors that traditional monitoring misses.

AI agents shatter seat-based pricing, forcing SaaS founders toward usage or outcome billing.

Backend access turns prompt injection from an embarrassment into a data breach.

AI agents need idempotent webhook handlers to survive duplicate deliveries from impatient senders.

Billable-unit design shapes how customers understand and budget for AI agent workloads.

Trace trees and cost attribution reveal what generic monitoring hides in multi-step agent failures.