The Elastic Playbook
The field guide for turning Elastic into the context, observability, and security layer for agentic AI.
Explore the playbookBK Bhate
Elastic, AI, and enterprise platform systems
This is the home for my writing, field notes, and architecture work around Elastic, AI, search, observability, and secure production systems. The flagship project is The Elastic Playbook, a field guide for using Elastic as the context, retrieval, observability, and security layer for agentic AI.
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Featured
Workshops and architecture reviews
Use the book and flagship articles as the precursor to a real architecture review, design workshop, or platform decision.
See workshop options02
Working sessions
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Elastic + AI architecture review
A focused review for teams deciding where Elastic should sit in the AI stack and which boundaries belong in the platform versus the application.
Review
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Agentic search design workshop
A working session around retrieval, tool use, refusal behavior, and review boundaries for search-first agent workflows.
Workshop
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LLM observability and operator review
A workshop for teams that need prompt lineage, traceability, cost visibility, and a replayable incident path before scaling production AI workflows.
Observability
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Core thesis
Opening thesis
Elastic in 2026 is no longer just search infrastructure. It is becoming
the context, retrieval, observability, and security substrate for
agentic AI.
The Elastic Playbook See the book page →
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News and recognition
2025 Elastic Certified Professional of the Year
Recognized by Elastic for technical excellence, community contribution, and production-grade Elastic work. The gallery keeps the official sources, external coverage, and field photos in one place.
Open the galleryEL
Elastic Excellence Award winners
Elastic's official winners page lists BK Bhate under Certified Professional of the Year.
Elastic
BW
Elastic Announces 2025 Elastic Excellence Awards Winners
Elastic's announcement names BK Bhate as the 2025 Certified Professional of the Year.
Business Wire
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Elastic Professional of the Year 2025
Hyperflex's write-up adds background, quotes, and context around the recognition.
Hyperflex
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How Hyperflex CEO BK Bhate built an award-winning Elastic engineering company
Independent coverage of the award, the Hyperflex story, and the engineering focus behind it.
TechBullion
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Site paths
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The Elastic Playbook
The canonical home for the book, the thesis, and the supporting articles and resources.
/elastic-playbook
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Recognition gallery
A public record of the Elastic award, press coverage, event photos, and community work.
/gallery
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Flagship articles
The long-form pieces meant to rank, be shared, and sharpen the argument in public.
3 live
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Practical resources
Checklists and review assets built to help a team pressure-test one production decision at a time.
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Recent writing
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How to Use Elastic's Cursor Plugin Safely with Live Production Context
A rollout guide for treating Elastic's new Cursor plugin as a production-adjacent surface with real access boundaries, not just a convenient editor add-on.
2026-04-14
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Elastic Agent Builder Tutorial: Build a Context-Driven Agent with Hard Tool Boundaries
A production-shaped tutorial for using Elastic Agent Builder as a narrow, inspectable agentic search workflow instead of a vague demo.
2026-04-12
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LLM and Agentic AI Observability in Elastic
A practical guide to instrumenting one Elastic-backed AI workflow so an operator can replay the whole request path, not just stare at generic APM.
2026-04-11
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How to use this site
Start with the thesis
Use the book companion and the core article set to understand the platform argument before you chase implementation detail.
Use one resource on one real system
The checklists are meant to be applied to a live workflow, trace path, or design review, not saved for later.
Use proof, not posture
The gallery, articles, and resources are there to make the public case and the technical case line up before a decision becomes expensive.