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Latest Articles

Types of Multi-Agent System Failures: 7 Common Failures
Artificial Intelligence
7 Minute Read

Types of Multi-Agent System Failures: 7 Common Failures

Multi-agent systems face exponential coordination costs. This guide outlines common production failure modes and the architectural principles required to build reliable, scalable agent swarms.
Splunk Community Spotlight: Meet Shah on Community Mentorship, Architecture Optimization & .conf26
Customers & Community
5 Minute Read

Splunk Community Spotlight: Meet Shah on Community Mentorship, Architecture Optimization & .conf26

For this Splunk Community Spotlight, we’re sitting down with Meet Shah.
The Airport Bottom Line Is Hidden in the Passenger Journey
Industries
15 Minute Read

The Airport Bottom Line Is Hidden in the Passenger Journey

See how Splunk helps airports improve every journey.
When AI Acts on the Wrong Identity
Ciso Circle
5 Minute Read

When AI Acts on the Wrong Identity

Learn how AI identity substitution can misdirect agentic security workflows—and how CISOs can reduce risk through deterministic, auditable controls.
Multi-Agent Coordination: 10 Strategies to Prevent System Failures
Artificial Intelligence
7 Minute Read

Multi-Agent Coordination: 10 Strategies to Prevent System Failures

Prevent failures in multi-agent AI systems with strategies like deterministic task allocation, hierarchical goal decomposition, and real-time observability.
From Data at Rest to Data in Action: Machine Data Lake and Catalog
Platform
7 Minute Read

From Data at Rest to Data in Action: Machine Data Lake and Catalog

We recently announced the general availability of new Splunk Platform innovations supporting Cisco Data Fabric.
The Great Telemetry Debate: Why AI-Ready Operations Require a True Data Fabric
Platform
7 Minute Read

The Great Telemetry Debate: Why AI-Ready Operations Require a True Data Fabric

Learn how Cisco Data Fabric supports trusted, AI-ready operations.
Context Engineering for AI Agents in Production: Architecture, Failure Modes, and Metrics
Artificial Intelligence
15 Minute Read

Context Engineering for AI Agents in Production: Architecture, Failure Modes, and Metrics

Diagnose and resolve agent context failures by identifying common patterns, applying architectural strategies, and implementing a robust production observability loop.
Splunk Security Content for Threat Detection & Response: July Recap
Security
5 Minute Read

Splunk Security Content for Threat Detection & Response: July Recap

The Splunk Threat Research Team had two releases of new security content via the ESCU app.