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Talvinder Singh

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Trace-Based Assurance: The Governance Layer Agentware Actually Needs
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Trace-Based Assurance: The Governance Layer Agentware Actually Needs

#agenticsystems #enterpriseai #governance
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6 min read
The Small Model Arbitrage: Why India Should Be Building Vertical LLMs, Not Chasing Frontier
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The Small Model Arbitrage: Why India Should Be Building Vertical LLMs, Not Chasing Frontier

#agenticsystems #indiatech #aiinfrastructure
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6 min read
We Were Running AI Agents Before 'Agentic' Became a Buzzword
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We Were Running AI Agents Before 'Agentic' Became a Buzzword

#aiengineering #agenticsystems #buildlogs
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6 min read
AI Is Making Your Team Slower — The Math Your CEO Won't Show You
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AI Is Making Your Team Slower — The Math Your CEO Won't Show You

#aiengineering #softwareengineering #engineeringleadership
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5 min read
The OS-Paged Context Engine
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The OS-Paged Context Engine

#contextengineering #agenticsystems #systemdesign
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7 min read
Context Governance at Scale
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Context Governance at Scale

#contextengineering #agenticsystems #compliance
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4 min read
What Zari-Zardozi Teaches Us About Agent Coordination
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What Zari-Zardozi Teaches Us About Agent Coordination

#agenticsystems #aiarchitecture #india
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6 min read
Why Consensus Voting Fails for Agent Truthfulness
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Why Consensus Voting Fails for Agent Truthfulness

#agenticsystems #productionai #agenticarchitecture
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4 min read
OpenAI's Safety Features Are a Retention Playbook, Not a Safety Lesson
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OpenAI's Safety Features Are a Retention Playbook, Not a Safety Lesson

#agenticsystems #productstrategy #consumerai
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5 min read
The Recursion Threshold
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The Recursion Threshold

#agenticsystems #aiarchitecture #indiansaas
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6 min read
Agentic Engineering Is Not Prompt Engineering
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Agentic Engineering Is Not Prompt Engineering

#agenticsystems #aiengineering #systemdesign
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4 min read
The GitHub Slopocalypse and the Coming Trust Tax
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The GitHub Slopocalypse and the Coming Trust Tax

#agenticsystems #softwareengineering #opensource
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4 min read
Chain-of-Thought Has an Efficiency Tax. Most Teams Don't Measure It.
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Chain-of-Thought Has an Efficiency Tax. Most Teams Don't Measure It.

#aioperations #productionai #costoptimization
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4 min read
Comp Negotiation as an Information Entropy Problem
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Comp Negotiation as an Information Entropy Problem

#negotiation #informationtheory #compensation
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6 min read
The AI Deflation Trap: When Infrastructure Pricing Hits Zero, Who Captures Value?
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The AI Deflation Trap: When Infrastructure Pricing Hits Zero, Who Captures Value?

#aieconomics #indiansaas #infrastructure
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5 min read
Zimbo Meetings and the Ghost Work Tax
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Zimbo Meetings and the Ghost Work Tax

#leadership #operations #remotework
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4 min read
Agent Context Is Infrastructure, Not a Feature
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Agent Context Is Infrastructure, Not a Feature

#agenticsystems #cloudinfrastructure #systemdesign
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6 min read
The LLM-as-Judge Stack Is Dead on Arrival for Indian Markets
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The LLM-as-Judge Stack Is Dead on Arrival for Indian Markets

#agenticsystems #indiamarket #producteconomics
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5 min read
Why Federated Learning Won't Save Indian Healthcare AI
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Why Federated Learning Won't Save Indian Healthcare AI

#healthcareai #infrastructure
1
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5 min read
If AI can write your PRD, what's left of your job?
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If AI can write your PRD, what's left of your job?

#productmanagement #agenticai #indiatechmarket
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4 min read
AI Runtime Infrastructure Is the New Cloud Infrastructure Play
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AI Runtime Infrastructure Is the New Cloud Infrastructure Play

#agenticsystems #infrastructure #cloudeconomics
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4 min read
Why Indian SaaS Companies Will Win the Agent Reliability War
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Why Indian SaaS Companies Will Win the Agent Reliability War

#agenticsystems #indiansaas #productionai
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5 min read
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