DEV Community

Talvinder Singh profile picture

Talvinder Singh

404 bio not found

Joined Joined on  github website
How to Monitor AI Agents in Production
talvinder profile

How to Monitor AI Agents in Production

#agenticsystems #infrastructure
Comments
4 min read
Agentic AI Is Killing Per-Seat SaaS
talvinder profile

Agentic AI Is Killing Per-Seat SaaS

#agenticsystems #productstrategy
Comments
3 min read
Training AI to Serve Rare Disease Patients Is a Structural Problem, Not a Data Problem
talvinder profile

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

#aiinhealthcare #aivalidation #indiatech
Comments
5 min read
Systematic Large Model Debugging Is the Missing Product Discipline
talvinder profile

Systematic Large Model Debugging Is the Missing Product Discipline

#ai #productmanagement #engineering
Comments
4 min read
Orchestration Specs Like Symphony Are the Missing Layer for Multi-Agent Engineering
talvinder profile

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

#agenticsystems #multiagentengineering #orchestration
Comments
4 min read
The Human-in-the-Loop Autonomy Paradox
talvinder profile

The Human-in-the-Loop Autonomy Paradox

#ai #automation #machinelearning #systemdesign
1
Comments
4 min read
Client-Side LLM Optimization Is Misunderstood
talvinder profile

Client-Side LLM Optimization Is Misunderstood

#llminfrastructure #aicostoptimization #agenticsystems
Comments
5 min read
AI Mode in Chrome Is Not Assistantware
talvinder profile

AI Mode in Chrome Is Not Assistantware

#aiproductdesign #agenticsystems #indiatech
Comments
4 min read
AI-Assisted Peer Review Is a Feedback Loop Problem
talvinder profile

AI-Assisted Peer Review Is a Feedback Loop Problem

#aiquality #feedbackloops #aipipelinedesign
Comments
5 min read
Agentic AI Identity Is the Next Frontier in Trust and Compliance
talvinder profile

Agentic AI Identity Is the Next Frontier in Trust and Compliance

#agents #ai #cybersecurity #security
Comments
4 min read
I Built Ed-Tech Before Ed-Tech Existed in India
talvinder profile

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

#edtech #indiastartups #founderlessons
Comments 1
5 min read
Model Routing Is the New Unit Economics
talvinder profile

Model Routing Is the New Unit Economics

#agenticsystems #producteconomics #aiinfrastructure
Comments
5 min read
Point-of-Need Learning: Why Application Beats Credentials
talvinder profile

Point-of-Need Learning: Why Application Beats Credentials

#edtech #indiatech #buildlogs
Comments 1
6 min read
The Martingale Curse: Why Multi-Agent Debates Converge to Mediocrity
talvinder profile

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

#agenticsystems #productionai #agenticarchitecture
Comments
4 min read
The Self-Improvement Ceiling: Why AI Can't Bootstrap Its Way to Capability
talvinder profile

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

#agenticsystems #aiinfrastructure #productstrategy
Comments
5 min read
The OYO Pivot: When Marketplaces Should Own the Supply
talvinder profile

The OYO Pivot: When Marketplaces Should Own the Supply

#indiatech #marketplacestrategy #verticalintegration
Comments
5 min read
Device-Level Blocking Won't Stop Digital Arrest Scams — The UI Is the Real Vulnerability
talvinder profile

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

#productsecurity #interfacedesign #india
Comments
5 min read
Framework Lag: Why the Winners of 2010-2015 Could Explain Network Effects Before VCs Had Words For It
talvinder profile

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

#startup #networkeffects #venturecapital
Comments
6 min read
The IRL Growth Bet: Why I Started an Offline-First Music Community in the Age of Algorithms
talvinder profile

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

#communitybuilding #growth #founderlessons
Comments
5 min read
I Built an Experiences Marketplace Five Years Before Airbnb Experiences
talvinder profile

I Built an Experiences Marketplace Five Years Before Airbnb Experiences

#marketplaces #startuplessons #indiastartups
1
Comments
5 min read
The Context Window Pricing Collapse
talvinder profile

The Context Window Pricing Collapse

#aiinfrastructure #indiansaas #agenticsystems
Comments
4 min read
Capability-Priced Micro-Markets: The Missing Layer Between Agents and HTTP
talvinder profile

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

#agenticsystems #infrastructure #apidesign
Comments
4 min read
The Build-Seed Inversion: Why Marketplaces Die Building Platforms Before Proving Transactions
talvinder profile

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

#startup #marketplaces #mentalmodels
Comments
5 min read
The Recourse Trap: Why Competition Makes Credit Scoring More Exclusive, Not Less
talvinder profile

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

#financialsystems #marketstructure #airisk #indiatech
Comments
5 min read
Why 86% of AI Agent Pilots Fail Before Reaching Production
talvinder profile

Why 86% of AI Agent Pilots Fail Before Reaching Production

#agenticsystems #productionai #infrastructure
Comments
6 min read
The Vibe Coding Hangover: Why AI-Written Code Costs 4x to Maintain by Year Two
talvinder profile

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

#softwareengineering #agenticsystems #productionai
Comments
6 min read
Trace-Based Assurance: The Governance Layer Agentware Actually Needs
talvinder profile

Trace-Based Assurance: The Governance Layer Agentware Actually Needs

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

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

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

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

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

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

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

The OS-Paged Context Engine

#contextengineering #agenticsystems #systemdesign
Comments
7 min read
Context Governance at Scale
talvinder profile

Context Governance at Scale

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

What Zari-Zardozi Teaches Us About Agent Coordination

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

Why Consensus Voting Fails for Agent Truthfulness

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

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

#agenticsystems #productstrategy #consumerai
Comments
5 min read
The Recursion Threshold
talvinder profile

The Recursion Threshold

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

Agentic Engineering Is Not Prompt Engineering

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

The GitHub Slopocalypse and the Coming Trust Tax

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

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

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

Comp Negotiation as an Information Entropy Problem

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

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

#aieconomics #indiansaas #infrastructure
1
Comments
5 min read
Zimbo Meetings and the Ghost Work Tax
talvinder profile

Zimbo Meetings and the Ghost Work Tax

#leadership #operations #remotework
1
Comments
4 min read
Agent Context Is Infrastructure, Not a Feature
talvinder profile

Agent Context Is Infrastructure, Not a Feature

#agenticsystems #cloudinfrastructure #systemdesign
1
Comments
6 min read
The LLM-as-Judge Stack Is Dead on Arrival for Indian Markets
talvinder profile

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

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

Why Federated Learning Won't Save Indian Healthcare AI

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

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

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

AI Runtime Infrastructure Is the New Cloud Infrastructure Play

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

Why Indian SaaS Companies Will Win the Agent Reliability War

#agenticsystems #indiansaas #productionai
Comments
5 min read
loading...