---
title: "Rajath Shanbhag (@silverscreen) | Hashnode"
description: "Learn from my experience | Tech Enthusiast | Hardcore dev. Read the latest articles by Rajath Shanbhag on Hashnode."
url: "https://hashnode.com/@silverscreen"
---

@silverscreen

# Rajath Shanbhag

@silverscreen · Joined January 2021

Learn from my experience | Tech Enthusiast | Hardcore dev

### [The Conductor Pattern - Making a Multi - Agent Pipeline Stop Falling Over](https://avghumans.hashnode.dev/multi-agent-pipeline-orchestration?utm_source=hashnode&utm_medium=feed)

How a Planner/Researcher/Coder/Reviewer product went from a racy, silent-failing chain of HTTP calls to a durable workflow that can't lose a step, ship an un-reviewed bug, or hang on a slow agent.

25 min read · [avghumans.hashnode.dev](https://avghumans.hashnode.dev/multi-agent-pipeline-orchestration?utm_source=hashnode&utm_medium=feed)

[Aug 16](https://hashnode.com/posts/multi-agent-pipeline-orchestration/6a8188a7e9859d53d4b03e51)

### [Still guessing what made your Agent go rogue - trace your agent spans for Observability](https://avghumans.hashnode.dev/agent-span-observability?utm_source=hashnode&utm_medium=feed)

Trace agent spans for better visibility and problem resolution

23 min read · [avghumans.hashnode.dev](https://avghumans.hashnode.dev/agent-span-observability?utm_source=hashnode&utm_medium=feed)

[Aug 3](https://hashnode.com/posts/agent-span-observability/6a6feeb0537a62bbb3042135)

### [Support bots stale answers are not a hallucination problem, rather they're more likely a retrieval problem](https://avghumans.hashnode.dev/support-bots-stale-answers-are-not-a-hallucination-problem-rather-they-re-more-likely-a-retrieval-problem?utm_source=hashnode&utm_medium=feed)

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,

14 min read · [avghumans.hashnode.dev](https://avghumans.hashnode.dev/support-bots-stale-answers-are-not-a-hallucination-problem-rather-they-re-more-likely-a-retrieval-problem?utm_source=hashnode&utm_medium=feed)

[Jul 26](https://hashnode.com/posts/support-bots-stale-answers-are-not-a-hallucination-problem-rather-they-re-more-likely-a-retrieval-problem/6a661d93899a9bd0f35af750)

### [Semantic search - Postgres + vector store](https://avghumans.hashnode.dev/semantic-search-postgres-vector-store?utm_source=hashnode&utm_medium=feed)

From ILIKE to Understanding: Semantic Search for 4M Support Docs on AWS

26 min read · [avghumans.hashnode.dev](https://avghumans.hashnode.dev/semantic-search-postgres-vector-store?utm_source=hashnode&utm_medium=feed)

[Jul 20](https://hashnode.com/posts/semantic-search-postgres-vector-store/6a5d6be3fce555d6e75d0f21)

### [Personalise your code development process using workflows - Part 2](https://avghumans.hashnode.dev/personalise-your-code-development-process-using-workflows-part-2?utm_source=hashnode&utm_medium=feed)

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

8 min read · [avghumans.hashnode.dev](https://avghumans.hashnode.dev/personalise-your-code-development-process-using-workflows-part-2?utm_source=hashnode&utm_medium=feed)

[Jun 4](https://hashnode.com/posts/personalise-your-code-development-process-using-workflows-part-2/6a217d724812d84ddc9cc1b4)