An AI system that can't end a session isn't finished: designing for termination

An AI agent that can choose how long to keep going will, one day, choose forever. Fix that in code, not in the prompt.

8 hrs ago • Saurabh Mahajan

My AI followed one rule perfectly for a week. I still didn't trust it.

Signs get ignored. Speed bumps don't.

Oct 2 • Saurabh Mahajan

June 2026

Why Your Product Discovery Is Producing Confirmation, Not Discovery

AI discovery pipeline that interrogates assumptions instead of validating them

Jun 5 • Saurabh Mahajan

Stop Describing. Start Building

If you can't show it working, you don't understand it yet.

Jun 2 • Saurabh Mahajan

1

May 2026

Why LLMs Become Unpredictable in Real Products — And How to Design Around It

A few months ago, a company launched an AI-powered customer support assistant.

May 22 • Saurabh Mahajan

April 2026

Where AI Systems Actually Break: Inside the Prompt Boundary

Building a 3-Layer Trust Boundary + Control Layer

Apr 12 • Saurabh Mahajan

1

March 2026

Diagnosis Drift

Why Fast Teams Keep Solving the Wrong Problem

Mar 13 • Saurabh Mahajan

2

January 2026

Decision Culture vs Blame Culture

Why Some Organizations Learn From Decisions While Others Fear Them

Jan 23 • Saurabh Mahajan

3

1

The Platform Governance OS

The Missing Layer Between Teams and Technology

Jan 7 • Saurabh Mahajan

3

1

Detecting Decision Drift with NLP

Making Invisible Decision Drift Visible Using Natural Language Processing

Jan 2 • Saurabh Mahajan

2

December 2025

Security Is a Leadership Behavior, Not Only a Technical Function

Why Culture, Priorities, and Decision-Making Matter More Than Firewalls and Tools

Dec 19, 2025 • Saurabh Mahajan

1

Decision Debt: The Hidden Cost of Platform Scaling

How forgotten reasoning becomes the hidden cost of scaling

Dec 7, 2025 • Saurabh Mahajan