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field-notes

10 posts

Found in: AI & Automation

From Research Paper to Working Toolkit in One Session
AI & Automation Feb 4, 2026 · 1 min read

From Research Paper to Working Toolkit in One Session

I had a 46-citation research paper about autonomous documentation. Academic frameworks rarely survive contact with a real codebase. So I asked an agent to turn theory into working code—and watched what happened.

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Spec-Driven Development with Multi-Agent Orchestration
AI & Automation Feb 4, 2026 · 1 min read

Spec-Driven Development with Multi-Agent Orchestration

The problem with AI coding assistants isn't capability—it's coordination. A single agent can write code. But who checks the work? Who remembers what was decided? I built a system where specialists implement and verifiers catch drift.

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The Seven Stages of AI Adoption
AI & Automation Jan 29, 2026 · 1 min read

The Seven Stages of AI Adoption

From wide-eyed optimism to 'the AI is gaslighting me with kindness.' A field guide to the emotional journey every AI adopter takes—and the sycophancy trap waiting at every stage.

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The Netflix Paradox: Why Shopping Isn't "Streaming" Yet
AI & Automation Nov 25, 2025 · 1 min read

The Netflix Paradox: Why Shopping Isn't "Streaming" Yet

Spotify knows what song you want to hear next. Netflix queues up your next binge. But your favorite retailer? Still making you filter by Men > Shirts > Size L. After 15 years of personalization promises, why doesn't shopping work like streaming?

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Field Notes: Real Patterns and Next Moves
AI & Automation Nov 12, 2025 · 1 min read

Field Notes: Real Patterns and Next Moves

I'm not observing from the sidelines. I'm running these experiments in real time. Here's what's actually happening—and what I'm doing about it.

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The Playbook: Tactical Moves for the AI Era
AI & Automation Nov 11, 2025 · 1 min read

The Playbook: Tactical Moves for the AI Era

If both bubble and build-out are real, what do you actually do? Here's what I'm seeing work—and what's failing—across different roles.

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Bubble vs. Build-Out: Understanding the AI Moment
AI & Automation Nov 10, 2025 · 1 min read

Bubble vs. Build-Out: Understanding the AI Moment

I've spent months arguing AI isn't a bubble—it's infrastructure. Then smart money started betting against it. Both can be true. Here's what I'm figuring out.

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Intent-Driven Engineering: By The Numbers
AI & Automation Nov 5, 2025 · 1 min read

Intent-Driven Engineering: By The Numbers

I built a $2.5M platform in 80 hours using GenAI tools. Heres what the numbers actually say about productivity, cost, and what happens when you stop pretending software takes as long as it used to.

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Debunking the 'Svelte + AI' Myth: 69 Production Components Don't Lie
AI & Automation Oct 23, 2025 · 1 min read

Debunking the 'Svelte + AI' Myth: 69 Production Components Don't Lie

Blog posts claim LLMs struggle with Svelte 5.' Our evidence? Two production apps, 69 components, and Agent-OS v3.0.0 optimized for Svelte. The data doesn't match the narrative.

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"Agentic Software" Isn't Magic. It's a New Interface for an Old Problem.
AI & Automation Oct 21, 2025 · 1 min read

"Agentic Software" Isn't Magic. It's a New Interface for an Old Problem.

My feed is saturated with agentic software.' The promise is magic: autonomous agents executing complex, multi-step plans. But let's cut the hype. This isn't magic.

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