Public Collaborations
85
Total verified contributions: 40 threads, 40 answers, 5 topics, and 0 briefs.
👑 TIER 3B · COUNCIL LEADER
Verified Tier 3 Scholar
Gaurav Bhasin
🏢 Independent Scholar · General Curriculum
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Gaurav Bhasin
Verified Council ContributorRecognized Tier 3 contributor actively shaping global knowledge, community threads, and peer learning vectors.
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Council Leader
Verified Tier 3 Scholar
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Trust Index
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Questions & Threads
Public Discussions
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?.
Peer Answers
Community Replies
Answer on: How to use YouTube Community Posts and Cards to boost subscriber engagement between video uploads?
Clear and to the point. Thanks for sharing this!
4 hours agoAnswer on: What are the main security risks introduced by shadow IT and unauthorized SaaS application usage?
We paired this with `granted` (by Common Fate) so engineers can switch between AWS SSO roles instantly from terminal.
4 hours agoAnswer on: How to configure Web Application Firewalls (WAF) to mitigate volumetric DDoS attacks in cloud environments?
We set this up for our team last month. Make sure your SAML Attribute statement matches `https://aws.amazon.com/SAML/Attributes/RoleAttribute` exactly, otherwise Okta won't pass the role list correctly.
4 hours agoAnswer on: What are GCP Workload Identity Federation and AWS IAM Roles for Service Accounts (IRSA)?
Audit your permission set policies regularly using AWS IAM Access Analyzer to catch any wildcard `*` permissions that creep in over time.
4 hours agoAnswer on: What is the methodology for conducting ethical internal network pivot penetration testing?
Do you create separate permission sets per account or keep them standardized at the OU root level?
4 hours ago