Beyond debugging: How GenAI can turn logs into business intelligence

2026-05-12T07:23:37Z1883d49e7aebd0cdd494e656a622c35ca6ebf9e2ad6b9a3eb1018e6aa2766083
8.19.159.3.4agent-builderapmattack-discoveryautomatic-importcustom-threat-intelligenceelasticelastic-9.4elastic-securityelastic-stackelasticgptgenaigenerative-aihttp2-regression-fixllama-3.1llmslogsobservabilityowasp-llm-guideprometheuspromqlsiemsiem-readinessworkflows

What happened

Collection of Elastic blog posts (primarily May 2026 and nearby releases) covering product releases, generative AI/LLM initiatives, observability, and security capabilities. Highlights include Elastic 9.4 (Agent Builder, Workflows GA, Prometheus/PromQL support), Elastic Stack fixes/releases (9.3.4, 8.19.15) including an APM HTTP/2 framing fix, GenAI applications for logs and business intelligence, Elastic Security features (SIEM Readiness, Elastic Workflows, Automatic Import, Attack Discovery, Custom Threat Intelligence), LLM/AI integrations and guidance (ElasticGPT, Llama 3.1 setup, OWASP Top

Why it matters

A reviewed impact interpretation has not been published for this record.

Evidence and limitations

Source ID
elastic_security_blog
Record identifier
1883d49e7aebd0cdd494e656a622c35ca6ebf9e2ad6b9a3eb1018e6aa2766083
Enrichment time
2026-05-12T07:23:37Z
AI-assisted enrichment
Yes

This record may overlap with other records. Its enrichment can be incomplete or wrong, and machine assistance was used. Validate consequential decisions against the linked source and your own environment.

Record · Beyond debugging: How GenAI can turn logs into business intelligence · Baitaphish