Compounding Decisions for the Age of AI

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Your AI doesn't remember you. It remembers the thread.
Why where you talk to an AI decides what it can remember
7 hrs ago • Sriram Natarajan
How to build continuously improving agents
A system that learns from your agent's mistakes beats a bigger model
Jun 15 • Sriram Natarajan
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 • 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 • Sriram Natarajan
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 • 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 • Sriram Natarajan
How I Finally Automated My Tesla Charging (With an AI Partner)
A story about Home Assistant frustration, NEM 3.0 math, three orphan crypto keys, and what it actually feels like to build something with AI
May 24 • Sriram Natarajan
How I Optimized Charging My Tesla on Sunshine
Multiple attempts of frustration, then a single afternoon with my AI agent.
May 17 • Sriram Natarajan
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