Talvinder Singh

Cover image for The $33B Vertical SaaS Opportunity India Keeps Missing

Talvinder Singh

May 12

The $33B Vertical SaaS Opportunity India Keeps Missing

#indiamarket #productstrategy

4 min read

Cover image for How to Monitor AI Agents in Production

Talvinder Singh

May 11

How to Monitor AI Agents in Production

#agenticsystems #infrastructure

4 min read

Cover image for Agentic AI Is Killing Per-Seat SaaS

Talvinder Singh

May 11

Agentic AI Is Killing Per-Seat SaaS

#agenticsystems #productstrategy

3 min read

Cover image for Training AI to Serve Rare Disease Patients Is a Structural Problem, Not a Data Problem

Talvinder Singh

May 9

Training AI to Serve Rare Disease Patients Is a Structural Problem, Not a Data Problem

#aiinhealthcare #aivalidation #indiatech

5 min read

Cover image for Systematic Large Model Debugging Is the Missing Product Discipline

Talvinder Singh

May 9

Systematic Large Model Debugging Is the Missing Product Discipline

#ai #productmanagement #engineering

4 min read

Cover image for Orchestration Specs Like Symphony Are the Missing Layer for Multi-Agent Engineering

Talvinder Singh

May 8

Orchestration Specs Like Symphony Are the Missing Layer for Multi-Agent Engineering

#agenticsystems #multiagentengineering #orchestration

4 min read

Cover image for The Human-in-the-Loop Autonomy Paradox

Talvinder Singh

May 8

The Human-in-the-Loop Autonomy Paradox

#ai #automation #machinelearning #systemdesign

1

4 min read

Cover image for Client-Side LLM Optimization Is Misunderstood

Talvinder Singh

May 7

Client-Side LLM Optimization Is Misunderstood

#llminfrastructure #aicostoptimization #agenticsystems

5 min read

Cover image for AI Mode in Chrome Is Not Assistantware

Talvinder Singh

May 7

AI Mode in Chrome Is Not Assistantware

#aiproductdesign #agenticsystems #indiatech

4 min read

Cover image for AI-Assisted Peer Review Is a Feedback Loop Problem

Talvinder Singh

May 7

AI-Assisted Peer Review Is a Feedback Loop Problem

#aiquality #feedbackloops #aipipelinedesign

5 min read

Cover image for Agentic AI Identity Is the Next Frontier in Trust and Compliance

Talvinder Singh

May 7

Agentic AI Identity Is the Next Frontier in Trust and Compliance

#agents #ai #cybersecurity #security

4 min read

Cover image for I Built Ed-Tech Before Ed-Tech Existed in India

Talvinder Singh

Apr 28

I Built Ed-Tech Before Ed-Tech Existed in India

#edtech #indiastartups #founderlessons

1

5 min read

Cover image for Model Routing Is the New Unit Economics

Talvinder Singh

Apr 26

Model Routing Is the New Unit Economics

#agenticsystems #producteconomics #aiinfrastructure

5 min read

Cover image for Point-of-Need Learning: Why Application Beats Credentials

Talvinder Singh

Apr 25

Point-of-Need Learning: Why Application Beats Credentials

#edtech #indiatech #buildlogs

1

6 min read

Cover image for The Martingale Curse: Why Multi-Agent Debates Converge to Mediocrity

Talvinder Singh

Apr 24

The Martingale Curse: Why Multi-Agent Debates Converge to Mediocrity

#agenticsystems #productionai #agenticarchitecture

4 min read

Cover image for The Self-Improvement Ceiling: Why AI Can't Bootstrap Its Way to Capability

Talvinder Singh

Apr 24

The Self-Improvement Ceiling: Why AI Can't Bootstrap Its Way to Capability

#agenticsystems #aiinfrastructure #productstrategy

5 min read

Cover image for The OYO Pivot: When Marketplaces Should Own the Supply

Talvinder Singh

Apr 23

The OYO Pivot: When Marketplaces Should Own the Supply

#indiatech #marketplacestrategy #verticalintegration

5 min read

Cover image for Device-Level Blocking Won't Stop Digital Arrest Scams — The UI Is the Real Vulnerability

Talvinder Singh

Apr 23

Device-Level Blocking Won't Stop Digital Arrest Scams — The UI Is the Real Vulnerability

#productsecurity #interfacedesign #india

5 min read

Cover image for Framework Lag: Why the Winners of 2010-2015 Could Explain Network Effects Before VCs Had Words For It

Talvinder Singh

Apr 22

Framework Lag: Why the Winners of 2010-2015 Could Explain Network Effects Before VCs Had Words For It

#startup #networkeffects #venturecapital

6 min read

Cover image for The IRL Growth Bet: Why I Started an Offline-First Music Community in the Age of Algorithms

Talvinder Singh

Apr 22

The IRL Growth Bet: Why I Started an Offline-First Music Community in the Age of Algorithms

#communitybuilding #growth #founderlessons

5 min read

Cover image for I Built an Experiences Marketplace Five Years Before Airbnb Experiences

Talvinder Singh

Apr 21

I Built an Experiences Marketplace Five Years Before Airbnb Experiences

#marketplaces #startuplessons #indiastartups

1

5 min read

Cover image for The Context Window Pricing Collapse

Talvinder Singh

Apr 20

The Context Window Pricing Collapse

#aiinfrastructure #indiansaas #agenticsystems

4 min read

Cover image for Capability-Priced Micro-Markets: The Missing Layer Between Agents and HTTP

Talvinder Singh

Apr 20

Capability-Priced Micro-Markets: The Missing Layer Between Agents and HTTP

#agenticsystems #infrastructure #apidesign

4 min read

Cover image for The Build-Seed Inversion: Why Marketplaces Die Building Platforms Before Proving Transactions

Talvinder Singh

Apr 19

The Build-Seed Inversion: Why Marketplaces Die Building Platforms Before Proving Transactions

#startup #marketplaces #mentalmodels

5 min read

Cover image for The Recourse Trap: Why Competition Makes Credit Scoring More Exclusive, Not Less

Talvinder Singh

Apr 19

The Recourse Trap: Why Competition Makes Credit Scoring More Exclusive, Not Less

#financialsystems #marketstructure #airisk #indiatech

5 min read

Cover image for Why 86% of AI Agent Pilots Fail Before Reaching Production

Talvinder Singh

Apr 17

Why 86% of AI Agent Pilots Fail Before Reaching Production

#agenticsystems #productionai #infrastructure

6 min read

Cover image for The Vibe Coding Hangover: Why AI-Written Code Costs 4x to Maintain by Year Two

Talvinder Singh

Apr 17

The Vibe Coding Hangover: Why AI-Written Code Costs 4x to Maintain by Year Two

#softwareengineering #agenticsystems #productionai

6 min read

Cover image for Trace-Based Assurance: The Governance Layer Agentware Actually Needs

Talvinder Singh

Mar 25

Trace-Based Assurance: The Governance Layer Agentware Actually Needs

#agenticsystems #enterpriseai #governance

6 min read

Cover image for The Small Model Arbitrage: Why India Should Be Building Vertical LLMs, Not Chasing Frontier

Talvinder Singh

Mar 23

The Small Model Arbitrage: Why India Should Be Building Vertical LLMs, Not Chasing Frontier

#agenticsystems #indiatech #aiinfrastructure

6 min read

Cover image for We Were Running AI Agents Before 'Agentic' Became a Buzzword

Talvinder Singh

Mar 21

We Were Running AI Agents Before 'Agentic' Became a Buzzword

#aiengineering #agenticsystems #buildlogs

6 min read

Cover image for AI Is Making Your Team Slower — The Math Your CEO Won't Show You

Talvinder Singh

Mar 20

AI Is Making Your Team Slower — The Math Your CEO Won't Show You

#aiengineering #softwareengineering #engineeringleadership

5 min read

Cover image for The OS-Paged Context Engine

Talvinder Singh

Mar 19

The OS-Paged Context Engine

#contextengineering #agenticsystems #systemdesign

7 min read

Cover image for Context Governance at Scale

Talvinder Singh

Mar 19

Context Governance at Scale

#contextengineering #agenticsystems #compliance

4 min read

Cover image for What Zari-Zardozi Teaches Us About Agent Coordination

Talvinder Singh

Mar 18

What Zari-Zardozi Teaches Us About Agent Coordination

#agenticsystems #aiarchitecture #india

6 min read

Cover image for Why Consensus Voting Fails for Agent Truthfulness

Talvinder Singh

Mar 18

Why Consensus Voting Fails for Agent Truthfulness

#agenticsystems #productionai #agenticarchitecture

4 min read

Cover image for OpenAI's Safety Features Are a Retention Playbook, Not a Safety Lesson

Talvinder Singh

Mar 18

OpenAI's Safety Features Are a Retention Playbook, Not a Safety Lesson

#agenticsystems #productstrategy #consumerai

5 min read

Talvinder Singh

Mar 18

The Recursion Threshold

#agenticsystems #aiarchitecture #indiansaas

6 min read

Cover image for Agentic Engineering Is Not Prompt Engineering

Talvinder Singh

Mar 18

Agentic Engineering Is Not Prompt Engineering

#agenticsystems #aiengineering #systemdesign

4 min read

Cover image for The GitHub Slopocalypse and the Coming Trust Tax

Talvinder Singh

Mar 18

The GitHub Slopocalypse and the Coming Trust Tax

#agenticsystems #softwareengineering #opensource

4 min read

Cover image for Chain-of-Thought Has an Efficiency Tax. Most Teams Don't Measure It.

Talvinder Singh

Mar 18

Chain-of-Thought Has an Efficiency Tax. Most Teams Don't Measure It.

#aioperations #productionai #costoptimization

4 min read

Cover image for Comp Negotiation as an Information Entropy Problem

Talvinder Singh

Mar 18

Comp Negotiation as an Information Entropy Problem

#negotiation #informationtheory #compensation

6 min read

Cover image for The AI Deflation Trap: When Infrastructure Pricing Hits Zero, Who Captures Value?

Talvinder Singh

Mar 18

The AI Deflation Trap: When Infrastructure Pricing Hits Zero, Who Captures Value?

#aieconomics #indiansaas #infrastructure

1

5 min read

Cover image for Zimbo Meetings and the Ghost Work Tax

Talvinder Singh

Mar 18

Zimbo Meetings and the Ghost Work Tax

#leadership #operations #remotework

1

4 min read

Cover image for Agent Context Is Infrastructure, Not a Feature

Talvinder Singh

Mar 18

Agent Context Is Infrastructure, Not a Feature

#agenticsystems #cloudinfrastructure #systemdesign

1

6 min read

Cover image for The LLM-as-Judge Stack Is Dead on Arrival for Indian Markets

Talvinder Singh

Mar 18

The LLM-as-Judge Stack Is Dead on Arrival for Indian Markets

#agenticsystems #indiamarket #producteconomics

5 min read

Cover image for Why Federated Learning Won't Save Indian Healthcare AI

Talvinder Singh

Mar 18

Why Federated Learning Won't Save Indian Healthcare AI

#healthcareai #infrastructure

1

5 min read

Cover image for If AI can write your PRD, what's left of your job?

Talvinder Singh

Mar 18

If AI can write your PRD, what's left of your job?

#productmanagement #agenticai #indiatechmarket

4 min read

Cover image for AI Runtime Infrastructure Is the New Cloud Infrastructure Play

Talvinder Singh

Mar 17

AI Runtime Infrastructure Is the New Cloud Infrastructure Play

#agenticsystems #infrastructure #cloudeconomics

4 min read

Cover image for Why Indian SaaS Companies Will Win the Agent Reliability War

Talvinder Singh

Mar 9

Why Indian SaaS Companies Will Win the Agent Reliability War

#agenticsystems #indiansaas #productionai

5 min read

Two Year Club

Writing Debut

One Year Club