Beyond debugging: How GenAI can turn logs into business intelligence
2026-05-11T07:23:34Z•2104c280b494bbb98ceaff01e83a17c2a3557cd337604e2396f44addb736cfa6
8.19.159.3.4","9.4agent-builderapmattack-discoveryautomatic-importcustom-threat-intelligenceelasticelastic-securityelastic-stackelasticgptelasticsearchgenerative-aihttp2llmlogsobservabilityowasp-top-10-llmprometheuspromqlreleasesiemsplunk-migrationupgradeworkflows
What happened
Collection of Elastic blog posts (Apr–May 2026 and earlier) covering product releases, new features, and security/AI guidance. Highlights include Elastic 9.4 (Workflows GA, Agent Builder updates, Prometheus/PromQL support), Elastic Stack releases 8.19.15 and 9.3.4 (both recommended upgrades; 8.19.15/9.3.4 fix an APM HTTP/2 framing regression), SIEM Readiness (technical preview), Elastic Workflows native automation (SOAR-like capabilities), Custom Threat Intelligence integration, production-ready AI features in Elastic Security (Automatic Import, Attack Discovery), LLM/GenAI guidance (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
- 2104c280b494bbb98ceaff01e83a17c2a3557cd337604e2396f44addb736cfa6
- Enrichment time
- 2026-05-11T07:23:34Z
- 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.