Gaurav Bhasin

AI Agents & Automation

How can developers reliably evaluate multi-agent system performance and latency metrics?

Practical answer and configuration guide for How can developers reliably evaluate multi-agent system performance and latency metrics?.

RAG & Vector Databases

How do metadata filtering and HNSW index parameters affect query latency in multi-tenant RAG systems?

Practical answer and configuration guide for How do metadata filtering and HNSW index parameters affect query latency in multi-tenant RAG systems?.

Prompt Engineering & LLMs

How to optimize context window utilization to maintain high model reasoning on 128k+ token prompts?

Practical answer and configuration guide for How to optimize context window utilization to maintain high model reasoning on 128k+ token prompts?.

System Prompts & Guardrails

How do you defend enterprise LLM applications against prompt injection and jailbreak exploits?

Practical answer and configuration guide for How do you defend enterprise LLM applications against prompt injection and jailbreak exploits?.

System Prompts & Guardrails

What are the performance impacts of adding real-time output verification guardrails?

Practical answer and configuration guide for What are the performance impacts of adding real-time output verification guardrails?.

Answer on: How to handle class imbalance in predictive classification models (SMOTE vs Class Weights)?

Audit your permission set policies regularly using AWS IAM Access Analyzer to catch any wildcard `*` permissions that creep in over time.

Answer on: How to set up Google Performance Max (PMax) campaigns while controlling audience signal quality?

Do you create separate permission sets per account or keep them standardized at the OU root level?

Answer on: How do you design a holistic Growth Flywheel that connects paid acquisition, organic content, and lifecycle retention?

How are you handling CLI session duration limits for developers who run long automated deployment scripts?

Answer on: How to execute co-marketing campaigns and joint webinars with complementary non-competitor brands?

AWS IAM Identity Center works natively with Google Workspace as well using SAML 2.0, so you don't necessarily need Okta if you're already on Google Workspace.

Answer on: What is MLOps and how to use MLflow and BentoML to track model lineage and deploy inference endpoints?

Microsoft Entra ID (Azure AD) also has a pre-built enterprise app template for AWS IAM Identity Center that simplifies the SAML metadata exchange.