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Talvinder Singh is a serial founder (ex-OYO, YC, 500 Startups) who writes about AI in production, infrastructure investing, and the India tech ecosystem. Frameworks, build logs, and field notes from eighteen years of building companies.
Author

B. Talvinder

The best returns in technology come from owning the infrastructure, not the applications.

B. Talvinder · ex-OYO · YC · 500 Startups · 4 companies across 4 technology eras

Latest

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AI failures in rare disease diagnosis are not about data scarcity. They are about healthcare’s structural bottlenecks—fragmented data silos, inconsistent protocols, and…

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

Software Engineering
Agentic Systems
Production AI

CodeRabbit data shows AI co-authored code has 1.7x more major issues and 2.74x higher vulnerability rates. The productivity gains are real — and so is the maintenance debt that follows.

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

Financial Systems
Market Structure
AI Risk
India Tech

Credit scoring fails not because it’s inaccurate, but because competitive lending markets reward exclusion over solving information problems for 400 million unscored Indian adults.

Why 86% of AI Agent Pilots Fail Before Reaching Production

Agentic Systems
Production AI
Infrastructure

The gap between an AI agent demo and a production deployment isn’t the model — it’s monitoring, fallbacks, human handoffs, and error recovery. Here’s why most pilots die and what actually works.

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Anchor Framework

The Plumbing Premium

Every compute paradigm produces the same investing mistake. The first wave of money chases applications. The second wave — the one that compounds — goes to infrastructure. This pattern is repeating in AI right now.

March 2026 · Frameworks

Start Here

AI in Production

  • The Plumbing Premium — Why AI infra outperforms AI apps
  • The Evaluation Cost Ratio — When evaluation costs more than the thing being evaluated

India Tech

  • The Social Permission Wall — The cultural barrier killing Indian startups
  • Why Indian SaaS Wins the Agent Reliability War — Twenty years of reliability engineering, now an advantage

Leadership & Product

  • If AI Can Write Your PRD, What’s Left? — The PM job just changed
  • Distress Detection Is a Switching Cost — When safety features are retention features
Title Date
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The Vibe Coding Hangover: Why AI-Written Code Costs 4x to Maintain by Year Two Apr 3, 2026
The Recourse Trap: Why Competition Makes Credit Scoring More Exclusive, Not Less Apr 3, 2026
Why 86% of AI Agent Pilots Fail Before Reaching Production Apr 3, 2026
I Built Ed-Tech Before Ed-Tech Existed in India Apr 2, 2026
I Built an Experiences Marketplace Five Years Before Airbnb Experiences Apr 2, 2026
The OYO Pivot: When Marketplaces Should Own the Supply Apr 2, 2026
Point-of-Need Learning: Why Application Beats Credentials Apr 2, 2026
The IRL Growth Bet: Why I Started an Offline-First Music Community in the Age of Algorithms Apr 2, 2026
Framework Lag: Why the Winners of 2010-2015 Could Explain Network Effects Before VCs Had Words For It Apr 2, 2026
Device-Level Blocking Won’t Stop Digital Arrest Scams — The UI Is the Real Vulnerability Mar 22, 2026
Model Routing Is the New Unit Economics Mar 22, 2026
We Were Running AI Agents Before ‘Agentic’ Became a Buzzword Mar 20, 2026
The Pass@k Trap: Why Running Your AI Agent 3 Times Makes Answers Worse Mar 19, 2026
AI Is Making Your Team Slower — The Math Your CEO Won’t Show You Mar 18, 2026
Chain-of-Thought Has an Efficiency Tax Mar 18, 2026
AI-Generated Code Is Flooding GitHub — Here’s What It Costs You Mar 16, 2026
What Zari-Zardozi Teaches Us About Agent Coordination Mar 16, 2026
Zimbo Meetings and the Ghost Work Tax Mar 16, 2026
Why LLM-as-Judge Fails in India: The $0.03 Evaluation That Costs You Customers Mar 5, 2026
India’s Federated Learning Bet Is a $100M Category Error Mar 5, 2026
Distress Detection Is a Switching Cost, Not a Safety Feature Mar 4, 2026
Why Indian SaaS Companies Will Win the Agent Reliability War Mar 4, 2026
Why We Built an Agentic Rightsizing System Instead of Using Existing FinOps Tools Feb 10, 2025
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© 2026 B. Talvinder. Built with conviction.

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B. Talvinder is a serial founder (ex-OYO, YC, 500 Startups) who has built four companies across four different technology eras in eighteen years. He writes about AI, infrastructure, and the India tech ecosystem at talvinder.com.

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