Multi-Agent Systems

Omnigent: Databricks Open Sources an AI Agent Meta-Harness

Omnigent: Databricks Open Sources an AI Agent Meta-Harness

AI, Application Development, Cloud, DevOps, Machine Learning /

Databricks has released Omnigent, an open source meta-harness that sits above existing AI agent frameworks to enable composition, governance, and real-time collaboration across agents. The Apache 2.0 release targets a critical gap in enterprise agentic AI: each harness today is a silo with no shared control plane. ECI Research analysis examines what this means for IT decision-makers managing agent sprawl and developers building multi-harness workflows.

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How Ramp Built Finance Agents on Browserbase | ECI Research

How Ramp Built Finance Agents on Browserbase | ECI Research

Agentic AI, Application Development, Enterprise Software, FinOps /

Ramp and Browserbase have published a detailed case study showing how browser-native agent infrastructure powers Ramp’s procurement and receipt automation at scale. ECI Research examines what this means for ITDMs evaluating agentic AI platforms and for developers building on credentialed browser execution infrastructure. The Agent Identity model, built on the Web Bot Auth open standard, represents a significant architectural bet on legitimate, verifiable agent access over disguise-based automation.

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AI Agent Runtime Risk: Why 3M Daily Interactions Demand New Observability

AI Agent Runtime Risk: Why 3M Daily Interactions Demand New Observability

AI, Application Development, Cloud-Native, DevSecOps, Machine Learning /

Codenotary’s AgentMon platform is monitoring more than 3 million AI-agent interactions per day, with 7% triggering security or compliance anomalies. ECI Research analyzes why this milestone signals a new category of enterprise risk that traditional observability platforms weren’t built to address. ITDMs and platform engineers need a governance strategy now, before a material incident forces one.

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OpenSharing Project: Open Protocol for AI Asset Interoperability

OpenSharing Project: Open Protocol for AI Asset Interoperability

AI, Application Development, Infrastructure, Open Source /

The Linux Foundation has launched the OpenSharing Project, an open protocol for sharing AI models, agent skills, and data across organizational and platform boundaries. Contributed by Databricks and built on the Delta Sharing foundation, the project targets the fragmentation problem at the heart of enterprise agentic AI deployments. ECI Research analysts break down what this means for ITDMs evaluating AI platforms and developers building multi-agent systems.

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Why Enterprise AI Fails Without an Orchestration Layer

Why Enterprise AI Fails Without an Orchestration Layer

Agentic AI, AI, Application Development, Enterprise IT Strategy /

Enterprise AI pilots are failing not because the models are inadequate, but because organizations lack a unified orchestration and governance layer. Druid AI CEO Joe Kim argues that without a single control plane measuring every agent’s actions and defining human handoff points, AI accountability is effectively impossible. ECI Research data on multi-agent adoption and autonomous agent confidence gaps support the case.

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Dynatrace at OSS 2026: Observability Consolidation & AI Agents

Dynatrace at OSS 2026: Observability Consolidation & AI Agents

AI, Application Development, Observability, Open Source, Open Source Summit 2026, Software Development /

Dynatrace used Open Source Summit 2026 to signal a deliberate shift: observability is moving out of the browser dashboard and into the IDE and agent interface. With multi-agent AI workflows expanding the telemetry surface area, full-stack platform consolidation is accelerating. ECI Research analyzes what this means for IT decision-makers and developers choosing their observability strategy.

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Keycard Launches AI Agent Identity for Multi-Agent Apps

Keycard Launches AI Agent Identity for Multi-Agent Apps

AI, Application Development, Automation, DevOps, Security /

Keycard announced Keycard for Multi-Agent Apps, extending its platform to support delegated, session-based access control across autonomous agent systems. The product addresses a structural gap in enterprise AI governance: most multi-agent deployments still rely on shared API keys and persistent credentials that don’t limit access to what any given task requires. For ITDMs and developers building production agentic applications, purpose-built AI agent identity management is quickly moving from optional to essential infrastructure.

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Twilio Conversations: Analyst Take on the Agent Infrastructure Play

Twilio Conversations: Analyst Take on the Agent Infrastructure Play

AI, Application Development, DevOps, Enterprise Software, Twilio Signal 2026 /

Twilio announced Conversations, a new platform layer comprising four products: Conversation Orchestrator, Memory, Intelligence, and Agent Connect. The suite targets the fragmentation problem that stalls conversational AI deployments at production scale. ECI Research analysts examine who wins, what it means for developers and ITDMs, and where the roadmap goes next.

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Cyberhaven Targets Shadow Agents With Agentic AI Security Platform

Cyberhaven Targets Shadow Agents With Agentic AI Security Platform

AI, Application Development, Enterprise IT Strategy, Security /

Cyberhaven has expanded its Unified AI & Data Security Platform to govern autonomous AI agents running outside enterprise visibility. The announcement introduces agentic agent discovery, data lineage-based observability, and runtime policy controls. ECI Research examines the security and business implications for enterprise IT and development teams.

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ServiceNow Knowledge 2026: The Agentic AI Governance Play

ServiceNow Knowledge 2026: The Agentic AI Governance Play

AI, Application Development, Enterprise Software, Platform Engineering /

ServiceNow’s Knowledge 2026 Day 2 announcements center on a single thesis: agentic AI is only as reliable as the governance infrastructure beneath it. From Build Agent’s IDE extensions to AI Control Tower’s AWS integration, ServiceNow is positioning itself as the platform where enterprise AI gets governed, not just built. ECI Research analysts break down what matters for IT decision-makers and developers.

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