Originally published on tamiz. pro . In the complex landscape of modern software systems, a workflow can appear to be 'working' at a superficial level while silently failing to achieve its intended purpose.

Source: [Dev.to](https://dev.to/tamizuddin/why-working-workflows-still-fail-implementing-liveness-checks-for-ai-mcp-and-automation-5a0o)

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