[AI Burst] Your Network Now Fixes Itself.
Self-healing is a useful ambition, not a universal property. Start with bounded changes, observable results, and a real rollback path.
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Move from attractive demonstrations to bounded, observable automation. Test failure, recovery, and escalation before increasing autonomy.
Can the team explain and reverse what happened?
Self-healing is a useful ambition, not a universal property. Start with bounded changes, observable results, and a real rollback path.
Claude and Gemini offer reasoning capabilities, but a useful comparison starts with your workload, acceptance criteria, and operating limits.
An agent launch needs an operating owner, a recovery plan, and a definition of completed work. A successful demonstration proves only part of that case.
A confident AI answer needs evidence before it becomes a business fact. Build review around important claims, source quality, and permission to say that evidence is missing.