scout
Reads my LinkedIn + X every morning. Pulls posts, classifies by topic, extracts pull-quotes, queues thread expansions for the editor agent.
An open archive of every system I ship, every essay I write, every fund I work with, every post I publish. Drafted in Notion, reviewed by me, published when ready — and increasingly seeded by a small set of agents I’m building to watch my Slack, GitHub, and the wider VC world.
Updated when I publish. Follow along on LinkedIn, X, or via RSS.
Reads my LinkedIn + X every morning. Pulls posts, classifies by topic, extracts pull-quotes, queues thread expansions for the editor agent.
Watches GitHub + the deploy logs. Catches every push, writes the ship note, tags the affected product, drops the entry into the build log.
Reads my Loom recordings + client Slack threads (with permission). Anonymizes, summarizes, drafts case study notes. The hardest agent to get right.
Reads the wider VC + AI world. Surfaces other operators, essays worth reading, tools to watch, signal worth pulling into a writeup.
The pillars that don't move, the ones that do, and how to tell them apart. Five owned layers, two rental layers, and the architecture that survives the next eighteen months of model and agent churn.
The Lab is Claude-designed, Claude-coded, and fed by a swarm of routine agents wired into every public endpoint of the company. Here's what's under the hood — and what it costs to run.
Read →The week 'forward-deployed engineer' stopped being a niche services title and started looking like AI's most-coveted role — plus what shipped, what flipped, the eight must-reads.
Read →The pillars that don't move, the ones that do, and how to tell them apart. Five owned layers, two rental layers, and the architecture that survives the next eighteen months of model and agent churn.
The Lab is Claude-designed, Claude-coded, and fed by a swarm of routine agents wired into every public endpoint of the company. Here's what's under the hood — and what it costs to run.
The week 'forward-deployed engineer' stopped being a niche services title and started looking like AI's most-coveted role — plus what shipped, what flipped, the eight must-reads.
I've been building software for over a decade. I founded Junglebee in 2016. A few weeks ago, I decided to rebuild the entire platform from scratch — no engineering team, no sprints, just me and AI coding agents.
I didn't plan to spend $1,300 on Perplexity Computer this month. Or max out both my OpenAI and Claude Max plans at $200 each. Here's the honest breakdown of every AI agent tool I tested — what actually works, what's hype, and what I'd do differently.
$10k / month. Whatever your fund needs, shipped that month. Book a 30-min intro and I’ll tell you which three systems I’d ship first.