@silverscreen

Rajath Shanbhag

@silverscreenJoined January 2021

Learn from my experience | Tech Enthusiast | Hardcore dev

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Rajath Shanbhag's blogs

Moving from Fullstack Web developer mindset to AI landscapeavghumans.hashnode.dev8 posts

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Recently published

RSRajath Shanbhagavghumans.hashnode.devAug 16 · 25 min read

The Conductor Pattern - Making a Multi - Agent Pipeline Stop Falling Over

𝘐𝘴𝘴𝘶𝘦 #04 | 𝘛𝘢𝘨𝘴: 𝘮𝘶𝘭𝘵𝘪-𝘢𝘨𝘦𝘯𝘵 𝘴𝘺𝘴𝘵𝘦𝘮𝘴, 𝘰𝘳𝘤𝘩𝘦𝘴𝘵𝘳𝘢𝘵𝘪𝘰𝘯, 𝘥𝘶𝘳𝘢𝘣𝘭𝘦 𝘦𝘹𝘦𝘤𝘶𝘵𝘪𝘰𝘯, 𝘛𝘦𝘮𝘱𝘰𝘳𝘢𝘭, 𝘳𝘦𝘭𝘪𝘢𝘣𝘪𝘭𝘪𝘵𝘺, 𝘰𝘣𝘴𝘦𝘳𝘷𝘢𝘣𝘪𝘭𝘪𝘵𝘺, 𝘓

RSRajath Shanbhagavghumans.hashnode.devAug 3 · 23 min read

Still guessing what made your Agent go rogue - trace your agent spans for Observability

How an 10,000 runs-a-day support agent went from "all answers are wrong and the bill tripled, no idea why" to per-step traces, per-call cost attribution, and a trace ID for an on-call engineer to act

RSRajath Shanbhagavghumans.hashnode.devJul 26 · 14 min read

Support bots stale answers are not a hallucination problem, rather they're more likely a retrieval problem

How a 2,000-query-a-day support bot stopped answering from LLM's memory and started answering from this week's knowledge base, without retraining anything Issue #02 | Tags: RAG, pgvector, PostgreSQL,

RSRajath Shanbhagavghumans.hashnode.devJul 20 · 26 min read

Semantic search - Postgres + vector store

How a B2B SaaS support search team replaced keyword matching with a hybrid vector search layer on OpenSearch — without ripping out Postgres — and kept p99 under 100ms Issue #01 | July 20, 2026 | Tags:

RSRajath Shanbhagavghumans.hashnode.devJun 4 · 8 min read

Personalise your code development process using workflows - Part 2

Spec your product - Start with an idea, provide as much requirements to kick start your product. Support the idea with any discussions on email, MOM, design docs, blueprints so that your idea best fit

Rajath Shanbhag

About

Available for

Rajath Shanbhag's blogs

Recently published

The Conductor Pattern - Making a Multi - Agent Pipeline Stop Falling Over

Still guessing what made your Agent go rogue - trace your agent spans for Observability

Support bots stale answers are not a hallucination problem, rather they're more likely a retrieval problem

Semantic search - Postgres + vector store

Personalise your code development process using workflows - Part 2

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Rajath Shanbhag

About

Available for

Rajath Shanbhag's blogs

Recently published

The Conductor Pattern - Making a Multi - Agent Pipeline Stop Falling Over

Still guessing what made your Agent go rogue - trace your agent spans for Observability

Support bots stale answers are not a hallucination problem, rather they're more likely a retrieval problem

Semantic search - Postgres + vector store

Personalise your code development process using workflows - Part 2