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Beyond Top-K: Building search-confidence guardrails for agentic AI with OpenSearch

Agentic AI often fails because it treats top-ranked retrieval results as absolute truth, leading it ...

Explore OpenSearch logs in Perses with the new data source plugin

Perses version 0.54.0 has introduced a new OpenSearch data source plugin that allows users to query ...

My agents told me to enter: an independent builder at OpenSearchCon 2026

Independent builder Ciki Zeng describes her experience at the OpenSearch Agent Skills Hackathon, whe...

OpenSearchCon North America 2026: Beyond Search to the Trust Layer of Agentic AI

OpenSearchCon NA 2026 showcased OpenSearch’s evolution from a traditional search engine into a cri...

Managing resource access from a plugin page in OpenSearch Dashboards

OpenSearch 3.9 introduces the ability to manage resource sharing directly from plugin pages, allowin...

Get to know OpenSearch 3.9

OpenSearch 3.9 advances AI-powered search by introducing a high-performance native engine for neural...

OpenSearch Kubernetes Operator 3.0 is now generally available

The OpenSearch Kubernetes Operator 3.0 has reached General Availability, introducing rewritten core ...

Expanding the OpenSearch Community: Welcoming our new OpenSearch Ambassadors

The OpenSearch Ambassador Program has expanded to over 30 members, recently welcoming 11 new leaders...

Driving open governance: What the Technical Steering Committee accomplished this year

The OpenSearch Technical Steering Committee (TSC) has modernized its governance by expanding voting ...

FIPS 140-3 support in OpenSearch

OpenSearch 3.6 introduces native FIPS 140-3 support, enabling the platform to meet the strict crypto...

When It Comes to Agentic Fabric, What’s Interesting, Important, and Immediate?

As AI agents transition from experimental tools to production-ready assets, "agentic fabric" serves ...

And the winners are: Announcing the results of the OpenSearch Agent Skills Hackathon

The OpenSearch Project recently concluded its first hackathon, awarding prizes to three "agentic ski...

A visual guide to troubleshooting search performance using Query Insights dashboards

OpenSearch Query Insights now features built-in dashboards that provide real-time and historical mon...

BMC AMI Ops Monitoring: Over $5M in Savings and Cuts Unplanned Downtime in Half

A Forrester Consulting study reveals that BMC AMI Ops Monitoring delivers a 130% ROI by halving unpl...

BMC AMI Ops Monitoring: Over $5M in Savings and Cuts Unplanned Downtime in Half

A Forrester Consulting study demonstrates that BMC AMI Ops Monitoring delivers a 130% return on inve...

State of the Mainframe in 2026

The 2026 BMC Mainframe Survey reveals that the mainframe remains a vital component of the digital ec...

Protecting the Mainframe in the Age of Mythos and Other Variants

As AI-powered models become increasingly capable of rapidly identifying and exploiting mainframe vul...

Protecting the Mainframe in the Age of Mythos and Other Variants

Advanced AI models like Mythos are revolutionizing cyberattacks by rapidly identifying and exploitin...

Online index migration and shard scaling in OpenSearch with the AOSC plugin

The AOSC (Automatic Online Schema Change) plugin for OpenSearch enables live index migrations with d...

From Search to Search & Apache Lucene: Growing the heart of OpenSearchCon

In response to community feedback regarding the lack of a dedicated Apache Lucene conference, OpenSe...

Introducing memory retention for agentic memory in OpenSearch

OpenSearch 3.8 introduces an experimental memory retention feature for agentic memory containers, al...

A Job Readiness Plan for SAP ECC End of Mainstream Maintenance 2027

With the SAP ECC mainstream maintenance deadline approaching in December 2027, organizations must de...

A Job Readiness Plan for SAP ECC End of Mainstream Maintenance 2027

With the SAP ECC maintenance deadline approaching in late 2027, organizations need a specific operat...

SAP BTP Job Scheduling Service: Capabilities, Limits, and When You’ll Outgrow It

The SAP BTP Job Scheduling Service is an effective tool for managing localized, time-based tasks wit...

SAP-certified vs. Endorsed App vs. SAP Store: What Each Credential Verifies

This article clarifies the differences between various SAP credentials for workload automation tools...

Building open-source observability together: The OpenSearch Observability TAG turns one

The OpenSearch Observability Technical Advisory Group (TAG) is celebrating its first anniversary of ...

SAP BW Process Chain Scheduling: Orchestrating RSPC and Beyond

Native SAP BW monitoring tools are limited because they lack visibility into dependencies occurring ...

SAP CPS End of Support: Migration Paths for Your Existing Jobs

Due to the end of maintenance for SAP CPS and its successor, SAP BPA, organizations must migrate the...

SM36 and SM37 at Enterprise Scale: When SAP Background Processing Becomes Cross-System Orchestration

While SAP’s native SM36 and SM37 tools are reliable for single-system background processing, they ...

Advancing the Control Plane for Enterprise AI

BMC has been named a Leader in the 2026 Gartner® Magic Quadrant™ for Service Orchestration and Au...

Advancing the Control Plane for Enterprise AI

BMC has been named a Leader in the 2026 Gartner® Magic Quadrant™ for Service Orchestration and Au...

The real cost of your observability stack

The massive volume of telemetry produced by AI agents makes traditional per-GB observability pricing...

What’s new in OpenSearch 3.8

OpenSearch 3.8 introduces significant performance and functionality upgrades across search, AI, and ...

Agentic relevance tuning: Letting LLM agents do the search engineering work

Introduced at OpenSearchCon Europe 2026, Agentic Relevance Tuning (ART) is a new framework that uses...

Connect OpenSearch to private ML endpoints

OpenSearch ML Commons enables secure, low-latency connections to machine learning endpoints hosted w...

Agentic AI vs. Generative AI: What Enterprise Orchestration Needs to Handle Both

While generative AI focuses on creating content through reactive prompts, agentic AI is goal-driven ...

Agentic AI vs. Generative AI: What Enterprise Orchestration Needs to Handle Both

The article distinguishes between Generative AI, which creates content to change how work is designe...

The forbidden index: Building privacy-preserving search with OpenSearch

At OpenSearchCon Europe 2026, Unnati Mishra and Akshat Khanna presented a method for handling search...

Scaling Kubernetes Workloads with the OpenSearch KEDA Scaler

The new OpenSearch KEDA scaler, introduced in KEDA 2.20, allows Kubernetes workloads to scale direct...

How a 60% speedup on Lucene vector search came from the CPU, not the algorithm

At OpenSearchCon Europe 2026, Amazon’s Shubham Chaudhary demonstrated how bypassing JVM limitation...

Agentic Orchestration in the Enterprise: What It Is and How It Relates to Workload Automation

Agentic orchestration is a coordination layer designed to govern autonomous AI agents, automated sys...

Agentic Orchestration in the Enterprise: What It Is and How It Relates to Workload Automation

Agentic orchestration is a coordination layer designed to govern the interactions between autonomous...

Code that ships: The OpenSearch Agent Skills Hackathon

The OpenSearch Project has launched the Agent Skills Hackathon, inviting developers to create produc...

OpenSearch at five: Building sustainability in open source infrastructure

Having surpassed 2 billion downloads, the OpenSearch Project demonstrates the long-term viability an...

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