Operations | Monitoring | ITSM | DevOps | Cloud

Microsoft fixed more than 1,400 vulnerabilities in its October Patch Tuesday. That’s one month, and it’s more than in all of 2025. Two weeks later, Anthropic said an unreleased Claude model had found and exploited serious vulnerabilities in Chrome, Safari, Android, Windows, and Linux. AI is finding bugs faster than anyone can fix them. Inside CertKit, we’ve been quoting Dickens, “It the worst of times.” AI makes our small team fast.

Configuration Management Databases (CMDBs) have long played an important role in IT Service Management, providing a structured record of technology assets, their configurations and relationships. For enterprises managing complex IT environments, they remain a valuable foundation for understanding infrastructure and supporting operational processes.

Running multiple AI coding agents in parallel across repositories sounds like a productivity multiplier. In practice, it creates a coordination problem: conflicting file edits, orphaned branches, and zero visibility into which agent finished what. AI coding agent orchestration tools exist to solve exactly this, and Kepler by GitKraken gives you one surface to direct every agent from backlog to merged pull request. This guide compares seven tools built for multi-repo, multi-agent development workflows.

Incidents are inevitable. Spending three meetings arguing over whether your incident management process is actually improving is slightly more avoidable. Either way, avoiding adverse conditions begins with one element: consistent measurement. For most teams, a handful of incident management KPIs provide a reliable picture of performance from the moment something goes wrong through to final resolution.

Notion AI comes with the Business plan at $20 per member per month and with Enterprise at custom pricing, per Notion's pricing page; the standalone $10 add-on was retired in May 2025, and Free and Plus get a limited AI trial. Custom Agents add metered Notion credits at $10 per 1,000 monthly. Yearly billing saves up to 20%.