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Imran Siddique

Senior Architect @ Microsoft. I write about scaling distributed systems, the art of "subtraction," and engineering leadership. Currently writing a book on the reality of building massive systems.

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The Death of TDD: Why "Evaluation Engineering" is the New Source Code

The Death of TDD: Why "Evaluation Engineering" is the New Source Code

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3 min read

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Stop Begging Your AI to Be Safe: The Case for Constraint Engineering

Stop Begging Your AI to Be Safe: The Case for Constraint Engineering

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4 min read
The Self-Evolving Agent (Part 5): Beyond the Chatbot-The Polymorphic Interface

The Self-Evolving Agent (Part 5): Beyond the Chatbot-The Polymorphic Interface

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3 min read
The Agent Orchestration Layer: Managing the Swarm

The Agent Orchestration Layer: Managing the Swarm

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3 min read
The Self-Evolving Agent (Part 3): The Human in the Loop

The Self-Evolving Agent (Part 3): The Human in the Loop

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4 min read
The Self-Evolving Agent (Part 2): Engineering the Signal

The Self-Evolving Agent (Part 2): Engineering the Signal

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4 min read
Beyond Fine-Tuning: Architecting the Self-Evolving Agent

Beyond Fine-Tuning: Architecting the Self-Evolving Agent

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4 min read
Scale by Subtraction (Part 3): The Economics of AI Product Strategy

Scale by Subtraction (Part 3): The Economics of AI Product Strategy

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4 min read
Scale by Subtraction (Part 2): Redefining the Engineering Organization

Scale by Subtraction (Part 2): Redefining the Engineering Organization

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4 min read
Scale by Subtraction: An Engineering Leader’s View on Practical AI

Scale by Subtraction: An Engineering Leader’s View on Practical AI

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4 min read
The Hardest Migration: Moving Petabytes of Data While It Changes

The Hardest Migration: Moving Petabytes of Data While It Changes

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2 min read
How We Upgraded Petabytes of Data Without Stopping the Music

How We Upgraded Petabytes of Data Without Stopping the Music

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2 min read
The “One Size Fits None” Rule: How We Scaled Azure DevOps Search

The “One Size Fits None” Rule: How We Scaled Azure DevOps Search

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3 min read
Scale by Subtraction: Why Senior Engineers Must Be “Chief Deletion Officers

Scale by Subtraction: Why Senior Engineers Must Be “Chief Deletion Officers

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4 min read
Measuring AI Productivity in Hackathons: Think First, AI Second

Measuring AI Productivity in Hackathons: Think First, AI Second

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2 min read
How to Build Resilient Teams in a Rapidly Changing World

How to Build Resilient Teams in a Rapidly Changing World

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4 min read
Scaling Leadership in Uncertain Times: From Resilience to Strategic Clarity

Scaling Leadership in Uncertain Times: From Resilience to Strategic Clarity

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4 min read
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