Operations | Monitoring | ITSM | DevOps | Cloud

#claudecode #anthropic #observability

Avantra 26 brings AI root cause analysis, SAP Cloud ALM integration, expanded BTP visibility, and next gen automation together in one platform. Avantra AIR investigates incidents the moment they're detected and surfaces a structured diagnosis with next steps, cutting resolution times by 60% and turning hours of expert triage into seconds. As an SAP Cloud ALM Silver Partner, Avantra delivers production-ready, two-way synchronisation of systems and alerts across multiple Cloud ALM tenants.

Avantra 26's next-gen automation experience puts SAP automations in the hands of your users — through guided wizards with scoped permissions, lifecycle notifications, and a full audit trail. Watch this demo of SAP client settings (SCC4) change on a RISE with SAP S/4HANA system: configured in five steps, executed automatically, documented end to end. Avantra customers reduce manual operational effort by up to 70%. Now you're really running.

dbForge is an AI-powered multi-database ecosystem for SQL development, database design, data management, testing, administration, reporting, and automation. In this video, you will see how dbForge helps database developers, DBAs, and technical teams reduce tool switching and work across SQL Server, MySQL, MariaDB, PostgreSQL, Oracle, cloud databases, and on-premises environments from one connected ecosystem.

Managing different databases, tools, and environments can slow down your workflow… but dbForge brings everything together. Work with SQL Server, MySQL, MariaDB, PostgreSQL, Oracle, and cloud databases Use AI to generate, explain, fix, and optimize SQL queries Design, develop, test, manage, and automate databases Choose from dbForge Edge, dedicated Studios, standalone tools, and SSMS/Visual Studio add-ins.

AI is transforming IT operations through automated incident response, intelligent event correlation, predictive analytics, and agentic AI. But while technology is evolving rapidly, human judgment and strategic decision-making remain essential. In this video, explore what's changing in IT operations, what isn't, and how IT leaders can prepare for an AI-driven future with AIOps, observability, and automation. Learn how Motadata helps organizations build smarter, more proactive IT operations.

Shadow AI sounds harmless... Until nobody knows what your AI agents are accessing. In this week's Zero Ticket Minute, we’re sharing why Shadow AI is growing inside enterprises and why AI needs guardrails, not just speed.

AI can't reason about what it can't see because AI requires evidence or the observed signals. Correlation requires co-occurrence. If it is not in the data set it doesn't exist to the machine. So the key insight is if there are omitted variables, there are going to be blind spots forever.