Compounding Decisions for the Age of AI
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When AI makes building cheap, the job is knowing what's worth building
A customer discovery call on Monday. A working demo on Wednesday. What changed in between wasn't my speed.
Aug 2
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Sriram Natarajan
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July 2026
How I use AI after a product review with senior executives
I capture the decisions and the options we rejected, and my AI won't let me quietly reopen them.
Jul 26
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Sriram Natarajan
1
1
What vibe coding doesn't do for you
I vibe coded an app to charge my Tesla. It worked until the morning it didn't. Here's what I do differently now, and the Skill I open sourced to do it.
Jul 20
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Sriram Natarajan
1
How I set up my work so AI can actually use it
Becoming productive with AI is not about finding a smarter tool. It was about organizing my own work so a smart one could actually help.
Jul 13
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Sriram Natarajan
1
The most useful thing my agent does is tell me I’m wrong
These models agree with you by default. That makes them useless until you fix it.
Jul 5
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Sriram Natarajan
1
June 2026
My AI agent is confident about everything. That's not the same as right
Your AI agent sounds sure of itself. Here's what I do about it.
Jun 29
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Sriram Natarajan
1
Your AI doesn't remember you. It remembers the thread.
Why where you talk to an AI decides what it can remember
Jun 21
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Sriram Natarajan
1
How to build continuously improving agents
A system that learns from your agent's mistakes beats a bigger model
Jun 15
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Sriram Natarajan
1
What if your investment agent tracked your judgment, not just your returns?
How I build my AI Agent so my judgement and skills can compound over time
Jun 14
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Sriram Natarajan
Fluent and wrong look exactly the same
Why Plan is the most important step in working with an AI Agent or LLM Model
Jun 13
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Sriram Natarajan
1
How to tell your agent its design is wrong
Last Monday night, I read the first draft of a new report format that Peter, my investing agent, had written.
Jun 8
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Sriram Natarajan
May 2026
The Two Personal Agents Who Run Parts of My Life Now
Building AI agents that earn their keep; what changed when I treated them like teammates instead of tools
May 25
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Sriram Natarajan
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