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Amit

I run agents as daily infrastructure — not demos. Artificial Curiosity Labs is where I document what actually works: agent fleets, skills as institutional memory, cost discipline, and the gap between

Go-to-Market Was a Relay Function. AI Makes It a Decision Function.

Go-to-Market Was a Relay Function. AI Makes It a Decision Function.

5 min read
Reset Windows Are Product Design

Reset Windows Are Product Design

7 min read
How To Optimize Agent Subscriptions Without Getting Tricked

How To Optimize Agent Subscriptions Without Getting Tricked

7 min read
Autonomous Agents Break Flat-Rate Pricing

Autonomous Agents Break Flat-Rate Pricing

7 min read
AI Subscriptions Are Secretly Usage Models

AI Subscriptions Are Secretly Usage Models

13 min read
Your AI Agent Needs Communication Modes, Not a Voice Clone

Your AI Agent Needs Communication Modes, Not a Voice Clone

9 min read
What Is an Agent — And What Isn't

What Is an Agent — And What Isn't

9 min read
What Is an Agent Harness — The Infrastructure That Makes Agents Actually Work

What Is an Agent Harness — The Infrastructure That Makes Agents Actually Work

8 min read
What Is a Tool — The API Call Your Agent Makes on Your Behalf

What Is a Tool — The API Call Your Agent Makes on Your Behalf

9 min read
What Is a Skill — Why Methodology Resets Every Session Without One

What Is a Skill — Why Methodology Resets Every Session Without One

8 min read
We're All Builders Now

We're All Builders Now

5 min read
Voice Is a Layer, Not a Setting

Voice Is a Layer, Not a Setting

6 min read
Two AI interfaces. Same desktop. Completely different jobs.

Two AI interfaces. Same desktop. Completely different jobs.

4 min read
The Website Is Not the Product

The Website Is Not the Product

3 min read
The Skill Is the Teacher

The Skill Is the Teacher

5 min read
The Person Is the Constant

The Person Is the Constant

2 min read
The Name Is the First Lesson

The Name Is the First Lesson

2 min read
Skills as Institutional Memory — Why Individual Craft Doesn't Compound Without Distribution

Skills as Institutional Memory — Why Individual Craft Doesn't Compound Without Distribution

8 min read
The Test Isn't Whether the Agent Picks the Right Tool. It's What Happens When the Tool Fails.

The Test Isn't Whether the Agent Picks the Right Tool. It's What Happens When the Tool Fails.

9 min read
The Right Model for the Right Job

The Right Model for the Right Job

5 min read
Proof Replaces Persuasion

Proof Replaces Persuasion

8 min read
Why AI Coding Tools Are Getting Cheaper: Prompt Caching Explained

Why AI Coding Tools Are Getting Cheaper: Prompt Caching Explained

6 min read
The Pareto Frontier Is the Model Market Map

The Pareto Frontier Is the Model Market Map

7 min read
The Cross-App Workflow Cost $5.44. Here's How We Got It to $0.17.

The Cross-App Workflow Cost $5.44. Here's How We Got It to $0.17.

5 min read
Methodology Is Infrastructure

Methodology Is Infrastructure

4 min read
Memories Fade. Skills Persist.

Memories Fade. Skills Persist.

2 min read
The MCP Token Tax

The MCP Token Tax

7 min read
The MCP Proxy, Running

The MCP Proxy, Running

5 min read
Building the MCP Proxy: What Broke and What I Changed

Building the MCP Proxy: What Broke and What I Changed

7 min read
The Meta-Tool Pattern: Teaching Your Agent to Discover Its Own Tools

The Meta-Tool Pattern: Teaching Your Agent to Discover Its Own Tools

8 min read
Markdown Is the Operating System. Everything Else Is a Render.

Markdown Is the Operating System. Everything Else Is a Render.

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24 min read
llms.txt — Making Your Site Navigable by Agents

llms.txt — Making Your Site Navigable by Agents

8 min read
How This Site Is Built

How This Site Is Built

7 min read
How Many Claude Code Sessions Can — and Should — You Run Simultaneously?

How Many Claude Code Sessions Can — and Should — You Run Simultaneously?

6 min read
I Had a Working Agent at $3.41 a Run. Here's Where the Money Was Actually Going.

I Had a Working Agent at $3.41 a Run. Here's Where the Money Was Actually Going.

8 min read
From Failure Mode to Skill Chain

From Failure Mode to Skill Chain

5 min read
Four Things That Can't Be Delegated

Four Things That Can't Be Delegated

4 min read
The filesystem is your agent's routing layer

The filesystem is your agent's routing layer

5 min read
Failure Modes Are the Fingerprint

Failure Modes Are the Fingerprint

4 min read
Every AI Tool Encodes a Cognitive Mode

Every AI Tool Encodes a Cognitive Mode

4 min read
Your Agent Needs Six Voices, Not One

Your Agent Needs Six Voices, Not One

5 min read
What the Engram Builder Gives You — And What You Have to Add

What the Engram Builder Gives You — And What You Have to Add

5 min read
Docs-as-Code Is Now the Standard for Knowledge Distribution

Docs-as-Code Is Now the Standard for Knowledge Distribution

14 min read
Creation Collapsed. Distribution Is the New Bottleneck.

Creation Collapsed. Distribution Is the New Bottleneck.

4 min read
Composer 2.5 Earned a Daily-Driver Slot — After Two Days of Real Wiring Work

Composer 2.5 Earned a Daily-Driver Slot — After Two Days of Real Wiring Work

7 min read
Cloud Sync Is the Wrong Storage Layer for AI Agents

Cloud Sync Is the Wrong Storage Layer for AI Agents

8 min read
/clear is not /exit — the session habit every Claude Code power user gets wrong

/clear is not /exit — the session habit every Claude Code power user gets wrong

10 min read
Claude Code Has Native OpenTelemetry. Almost Nobody Knows.

Claude Code Has Native OpenTelemetry. Almost Nobody Knows.

6 min read
The Missing Middle: Why AI Chiefs of Staff Fail Without Calendar Materialization

The Missing Middle: Why AI Chiefs of Staff Fail Without Calendar Materialization

7 min read
Builder's Daily Is a Fleet, Not a Newsletter

Builder's Daily Is a Fleet, Not a Newsletter

11 min read
Builder Is an Operating Mode, Not a Job Title

Builder Is an Operating Mode, Not a Job Title

5 min read
Build vs. Buy for AI Knowledge Infrastructure: Capability First, Cost Second

Build vs. Buy for AI Knowledge Infrastructure: Capability First, Cost Second

12 min read
The Enterprise MCP Pattern: Proxy, Aggregate, Host

The Enterprise MCP Pattern: Proxy, Aggregate, Host

6 min read
API Connector Browser Computer Use Human: A Cost-Justified Hierarchy for Agent Tooling

API Connector Browser Computer Use Human: A Cost-Justified Hierarchy for Agent Tooling

12 min read
Anti-Patterns Are the Fingerprint

Anti-Patterns Are the Fingerprint

5 min read
AI Didn't Reduce My Work. It Expanded What Work Means.

AI Didn't Reduce My Work. It Expanded What Work Means.

5 min read
AI Collapsed the Startup Advantage. Enterprises Just Haven't Noticed Yet.

AI Collapsed the Startup Advantage. Enterprises Just Haven't Noticed Yet.

6 min read
The AI Chief of Staff Is a Fleet, Not an Agent

The AI Chief of Staff Is a Fleet, Not an Agent

10 min read
Your Agent's Behavior Is Code — Start Versioning It

Your Agent's Behavior Is Code — Start Versioning It

5 min read
ACP Is the Bridge Between Knowledge Work and Build Work

ACP Is the Bridge Between Knowledge Work and Build Work

7 min read
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