build in public Articles

— 2026 —

Memory & Task Systems: Giving Your AI Agent a Brain

Context windows are finite and sessions don't persist. Here's the three-tier memory system I built to make my AI agent actually learn over time.

Mar 5

Everyone's Building AI Farms. Here's What They're Missing.

Compute was never the bottleneck. After months of running AI agents as real work infrastructure, here's what actually matters — and what the Mac Studio crowd is overlooking.

Mar 5

I Quit My PM Job 6 Months Ago — Here's What Actually Happened

I left a comfortable PM role to build my own thing. Six months in — what's worked, what's been harder than expected, and why I'd do it again.

Career

build in public articles

Memory & Task Systems: Giving Your AI Agent a Brain

Everyone's Building AI Farms. Here's What They're Missing.

I Quit My PM Job 6 Months Ago — Here's What Actually Happened