During January 2026, Sliptech enhanced the openclaw/openclaw repository by implementing improvements to the Heartbeat Alert system using TypeScript and backend development skills. They introduced a deduplication window that suppresses repetitive alerts within 24 hours, reducing notification fatigue and ensuring that only meaningful changes trigger notifications. By refining the heartbeat prompt, Sliptech guided the AI to focus on new or changed items, avoiding unnecessary task generation. This update improved incident signal quality and triage efficiency, aligning with configuration management and reliability goals. The work demonstrated thoughtful problem-solving and a targeted approach to reducing alert noise for on-call teams and stakeholders.