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What Did That Agent Run Cost? Token and Latency Accounting in OpenSearch UI
Jon Handler
Jon Handler
Jon Handler
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Nov 10
What Did That Agent Run Cost? Token and Latency Accounting in OpenSearch UI
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observability
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opentelemetry
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aiagents
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opensearch
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6 min read
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What tells you a Wazuh rule has gone quiet?
Nguyen Dong
Nguyen Dong
Nguyen Dong
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Nov 6
What tells you a Wazuh rule has gone quiet?
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wazuh
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siem
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detectionengineering
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opensearch
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7 min read
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Log Doctor: Letting AI Take the First Look at My Kubernetes Errors Using AWS Bedrock and AWS Opensearch
Ranjini Ganeshan
Ranjini Ganeshan
Ranjini Ganeshan
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Nov 5
Log Doctor: Letting AI Take the First Look at My Kubernetes Errors Using AWS Bedrock and AWS Opensearch
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aws
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bedrock
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opensearch
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ai
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10 min read
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From Log Lines to Agent Investigations: An Observability Maturity Model for Amazon OpenSearch Service
Jon Handler
Jon Handler
Jon Handler
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Nov 4
From Log Lines to Agent Investigations: An Observability Maturity Model for Amazon OpenSearch Service
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observability
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opentelemetry
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aiagents
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opensearch
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5 min read
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Wazuh alert is in alerts.json but missing from the dashboard: mapper_parsing_exception
Nguyen Dong
Nguyen Dong
Nguyen Dong
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Oct 31
Wazuh alert is in alerts.json but missing from the dashboard: mapper_parsing_exception
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wazuh
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siem
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security
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opensearch
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5 min read
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Stop Switching Tabs: Uplevel The SRE Chat Window with Amazon OpenSearch Service MCP Apps
Jon Handler
Jon Handler
Jon Handler
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Oct 27
Stop Switching Tabs: Uplevel The SRE Chat Window with Amazon OpenSearch Service MCP Apps
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observability
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aiagents
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opensearch
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mcp
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6 min read
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From 1.3 TB to 66 GB: On-Disk Vector Search in OpenSearch
Jon Handler
Jon Handler
Jon Handler
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Oct 8
From 1.3 TB to 66 GB: On-Disk Vector Search in OpenSearch
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vectorsearch
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airetrieval
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opensearch
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quantization
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8 min read
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Native Quantization: Let OpenSearch Service Compress Your Vectors
Jon Handler
Jon Handler
Jon Handler
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Oct 6
Native Quantization: Let OpenSearch Service Compress Your Vectors
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vectorsearch
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airetrieval
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opensearch
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quantization
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6 min read
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Migrating From Keyword Search to Vector Search on OpenSearch: A Guide for Teams Still on Lexical-Only
Jon Handler
Jon Handler
Jon Handler
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Sep 29
Migrating From Keyword Search to Vector Search on OpenSearch: A Guide for Teams Still on Lexical-Only
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opensearch
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vectorsearch
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airetrieval
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aws
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6 min read
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Modernizing data infrastructure to save engineering time
Valentin Podkamennyi
Valentin Podkamennyi
Valentin Podkamennyi
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Nov 2
Modernizing data infrastructure to save engineering time
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datainfrastructure
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engineeringproductivity
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opensearch
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scalability
4
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4 min read
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1.3 TB of RAM for 100M Vectors? Shrink Them Before They Hit OpenSearch
Jon Handler
Jon Handler
Jon Handler
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Oct 2
1.3 TB of RAM for 100M Vectors? Shrink Them Before They Hit OpenSearch
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vectorsearch
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airetrieval
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opensearch
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quantization
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8 min read
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A Nightmare on Hollow Lane. Dedicated Cluster Managers Save the Day
Jon Handler
Jon Handler
Jon Handler
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Oct 29
A Nightmare on Hollow Lane. Dedicated Cluster Managers Save the Day
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opensearch
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aws
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distributedsystems
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halloween
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7 min read
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One field path, two shapes: how Wazuh alerts get dropped with a 400 nobody sees
Nguyen Dong
Nguyen Dong
Nguyen Dong
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Sep 24
One field path, two shapes: how Wazuh alerts get dropped with a 400 nobody sees
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wazuh
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security
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opensearch
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2 min read
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Wazuh ms-graph: why Entra ID sign-ins never reach the indexer, and a one-processor fix
Nguyen Dong
Nguyen Dong
Nguyen Dong
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Sep 26
Wazuh ms-graph: why Entra ID sign-ins never reach the indexer, and a one-processor fix
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wazuh
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microsoft365
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opensearch
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7 min read
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RAG with OpenSearch Serverless and Node.js 22: Build a Real‑Time AI Knowledge Base, Explained Simply
Dinesh_gowtham
Dinesh_gowtham
Dinesh_gowtham
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Sep 11
RAG with OpenSearch Serverless and Node.js 22: Build a Real‑Time AI Knowledge Base, Explained Simply
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opensearch
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node
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rag
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typescript
1
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10 min read
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