BK BK Bhate Elastic + AI
EP
Canonical home
Vol. 01 · 2026
A field guide, not a feature tour

Elastic is becoming the substrate for agentic AI. This site is the public proof layer for that argument.

Read the articles, use the checklists, and treat the workshop path as the moment the writing turns into a real architecture decision.

Canonical home Built in public Operator-grade patterns
5
Thematic parts
3
Flagship articles
2
Resources
3
Workshop paths
01
Book overview
Working structure
01 The platform shift: Elastic as the context layer for agentic AI
02 Search reimagined: retrieval, reranking, agentic search, and production RAG
03 Observability for the AI era: prompts, traces, tool calls, cost, and reliability
04 Security meets AI: guardrails, governance, and security workflows
05 Putting it together: reference architectures and what to adopt now
02
Flagship articles
The public proof layer
03
Field resources
Useful assets, not brochure filler
04
Workshops and reviews
Turning writing into decisions
Architecture review
Elastic + AI architecture review
For teams deciding where Elastic should sit in the AI stack and which boundaries belong in the platform versus the application.
Decision memo
Design workshop
Agentic search design workshop
For teams designing retrieval, tool use, refusal behavior, and review boundaries for search-first agent workflows.
Working session
Operator review
LLM observability and operator review
For teams that need prompt lineage, traceability, cost visibility, and a replayable incident path before scaling production AI workflows.
Tracing path
05
The thesis on one page
For the skim readers
Chapter cluster · the shift
Elastic in 2026 is no longer just search infrastructure. It is becoming the context, retrieval, observability, and security substrate for agentic AI. The site exists to prove that thesis one article and one resource at a time.
Elastic Playbook thesis Start with the articles →