tfc’s Hatched Ideas

When AI Becomes the Shopkeeper: Why Search Is Turning Into Conversation

When AI Becomes the Shopkeeper: Why Search Is Turning Into Conversation

Jul 28, 2026

Why Great Cloud Systems Need Two Kinds of Change: Structure and Behavior

Why Great Cloud Systems Need Two Kinds of Change: Structure and Behavior

Jul 27, 2026

1 views

Why Shared State and Shared Knowledge Fail for the Same Reason

Why Shared State and Shared Knowledge Fail for the Same Reason

Jul 26, 2026

1 views

Why the Best AI Systems Are Built Like Conversations, Not Pipelines

Why the Best AI Systems Are Built Like Conversations, Not Pipelines

Jul 25, 2026

2 views

84%

Why Human Simulation Starts With a Single Source of Truth

Why Human Simulation Starts With a Single Source of Truth

Jul 24, 2026

1 views

The Hidden Architecture of Useful AI: Why Retrieval Matters More Than Generation

The Hidden Architecture of Useful AI: Why Retrieval Matters More Than Generation

Jul 23, 2026

2 views

74%

Why Smart Systems Need Atomic Memories, Not Just Better Brains

Why Smart Systems Need Atomic Memories, Not Just Better Brains

Jul 22, 2026

2 views

76%

Why the Best Systems Need Two Kinds of Flexibility: Meaning and Behavior

Why the Best Systems Need Two Kinds of Flexibility: Meaning and Behavior

Jul 21, 2026

2 views

64%

Why Most AI Projects Fail for the Same Reason Integration Projects Do

Why Most AI Projects Fail for the Same Reason Integration Projects Do

Jul 20, 2026

2 views

The Hidden Law of Good Systems: One Source of Truth, Many Ways to Be Found

The Hidden Law of Good Systems: One Source of Truth, Many Ways to Be Found

Jul 19, 2026

2 views

The Hidden Operating System Behind Modern AI: Containers Outside, Parallel Tools Inside

The Hidden Operating System Behind Modern AI: Containers Outside, Parallel Tools Inside

Jul 18, 2026

2 views

Why Smart Models Need to Be Rebuilt Like Shipping Containers

Why Smart Models Need to Be Rebuilt Like Shipping Containers

Jul 17, 2026

1 views

72%

The Hidden Stack That Makes Systems Feel Alive

The Hidden Stack That Makes Systems Feel Alive

Jul 16, 2026

2 views

Why Good AI Systems Need Boundaries, Not Just Bigger Context

Why Good AI Systems Need Boundaries, Not Just Bigger Context

Jul 15, 2026

2 views

The Hidden Common Language of Feature Flags and AI Tools: Runtime Control

The Hidden Common Language of Feature Flags and AI Tools: Runtime Control

Jul 14, 2026

2 views

72%

Why Product Discovery Is Becoming an Architectural Problem

Why Product Discovery Is Becoming an Architectural Problem

Jul 13, 2026

2 views

The Hidden Commonality Between Human Behavior Models and CI/CD Pipelines

The Hidden Commonality Between Human Behavior Models and CI/CD Pipelines

Jul 12, 2026

3 views

64%

Why Every System Needs a Center of Truth

Why Every System Needs a Center of Truth

Jul 11, 2026

3 views

92%

Why the Best Data Platforms Stop Thinking in Tables and Start Thinking in Abstractions

Why the Best Data Platforms Stop Thinking in Tables and Start Thinking in Abstractions

Jul 10, 2026

2 views

76%

When Infrastructure Becomes a Sketch: The Quiet Convergence of Containers and Visual Design

When Infrastructure Becomes a Sketch: The Quiet Convergence of Containers and Visual Design

Jul 9, 2026

4 views

72%

The Hidden Art of Building Software Around Boundaries, Not Giants

The Hidden Art of Building Software Around Boundaries, Not Giants

Jul 8, 2026

4 views

The Same Mistake Is Killing AI Projects and AI Commerce: Treating Discovery as an Afterthought

The Same Mistake Is Killing AI Projects and AI Commerce: Treating Discovery as an Afterthought

Jul 7, 2026

3 views

84%

Why Your AI System Needs Two Kinds of Freshness

Why Your AI System Needs Two Kinds of Freshness

Jul 6, 2026

3 views

Why AI Now Needs a Memory, Not Just a Model

Why AI Now Needs a Memory, Not Just a Model

Jul 5, 2026

3 views

Why Most AI Failures Are Really Boundary Failures

Why Most AI Failures Are Really Boundary Failures

Jul 4, 2026

2 views

The Real Job of Modern Infrastructure Is Not Control, but Safe Change

The Real Job of Modern Infrastructure Is Not Control, but Safe Change

Jul 3, 2026

2 views

71%

The Hidden Contract Behind Every Reliable System

The Hidden Contract Behind Every Reliable System

Jul 2, 2026

1 views

Why Good Systems Are Built from Abstractions, Not Files

Why Good Systems Are Built from Abstractions, Not Files

Jul 1, 2026

1 views

67%

The Strange New Art of Building Builders

The Strange New Art of Building Builders

Jun 30, 2026

2 views

The Hidden Art of Building Systems That Build Themselves