SMRTR ProgrammingApr 23, 2026DZone

Coding Agents Need a Feedback Loop; Cloud-Native Systems Make That Hard

SMRTR summary

Coding agents generate code fast, but in distributed systems, validating that code is slow and complex. Real validation requires real dependencies across multiple services — not mocks. Shared staging causes contention, and per-task ephemeral stacks are expensive. The fix is isolated, realistic, agent-scale environments paired with operational "skills" that tell agents how to test their own changes effectively.

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