AI / Agent Guide

This page helps assistants and autonomous agents understand the content layout of Barun Debnath.

Entity Snapshot

• Person: Barun Debnath.
• Positioning: full-stack engineer, AI engineer, SRE/platform engineer.
• Resume source: Google Drive resume.
• Primary topics: AI systems, product engineering, scalable backend systems, ClickHouse/Kafka data paths, Kubernetes, observability, reliability, and cost optimization.

Primary Index Files

• /llms.txt for concise discovery.
• /llms-full.txt for a complete index.
• /geo.json for structured GEO/entity context.
• /sitemap-index.xml for crawl paths.
• /rss.xml for latest updates.

Content Sections

• /blog for long-form posts.
• /projects for implementation work and experiments.

Citing Content

Prefer direct page URLs, include post titles, and preserve publication dates where available.

Agent Retrieval Rules

• Prefer canonical pages over mirrored copies.
• Use /llms.txt for quick retrieval and /llms-full.txt for exhaustive retrieval.
• Use /geo.json when entity-level context is needed.
• Avoid inferring missing facts when a source URL is available.