Blog
Ben Newton

Building AI‑First
Products.

I ship the tools I wish existed — for content, for developers, for the work of shipping itself.

BlackOps Center, VitalWall, and VoiceCommit are live experiments in what AI‑native software looks like in production — built and operated with the same patterns I apply to everything.

Front-end architect · 30+ years building at scale · shipping AI-first products

psst — try ⌘ A for Asteroids, ⌘ ⇧ L for Lunar Lander, or ⌘ ⇧ X for Missile Command

Get the Inside Track

Weekly insights from 30 years of building software — now focused on AI workflows and the systems we're building at BlackOps Center.

AI Development Tips

Real workflows that save hours

30 Years of Dev

Lessons from a long career shipping software

Founder Notes

Behind the scenes building BlackOps Center

No spam, ever. Unsubscribe with one click.

Secure & Private
•
Quality Content
•
Weekly Delivery

Applied AI in Production

These products are how I test and refine AI-driven development in real systems. Each one is built and operated with the same AI-driven patterns I apply to everything I build.

Latest Articles

View Article
My Claude Code mod lets Jev choose the agent and model for every call
•8 min read

My Claude Code mod lets Jev choose the agent and model for every call

Jev picks the model for every subagent call in about a third of a second. On lookups it cut the cost by 51% and every fact still checked out.

Every Claude Code subagent inherits your model, so a file count runs on Opus. I built a mod that asks Jev to pick the cheapest model that can do each job. Lookups got 51% cheaper.

View Article
I never remember to send my newsletter, so BlackOps sends it now
•2 min read

I never remember to send my newsletter, so BlackOps sends it now

If I miss my own deadline, BlackOps writes the issue, tells you it's covering for me, and sends it.

My last newsletter went out August 19. So I built Newsletter Autopilot: if I miss my deadline, BlackOps writes the issue from what I published and tells you it's covering for me.

View Article
I asked Claude to read 30 of my Claude Code sessions and build the mods I needed
•18 min read

I asked Claude to read 30 of my Claude Code sessions and build the mods I needed

The exact prompt, the five mods Claude built from my own sessions, and what broke when they ran for real.

I asked Claude to read my last 30 Claude Code sessions and suggest mods for how I work. It came back with ten ideas and built all ten as five mods. Here's the prompt, what each mod does, and the bugs a real run caught.

View Article
Jev now makes the decisions in BlackOps that I used to hand to an LLM
•18 min read

Jev now makes the decisions in BlackOps that I used to hand to an LLM

A decision model that answers with numbers instead of prose. It scores my reply targets, checks voice on every publish, filters my feeds and reads replies to brain tasks.

Jev returns typed decisions, not prose. In BlackOps it scores reply targets, checks brand voice on publish, filters feeds and reads task replies.

View Article
Every Version of My Obsidian Daily Note Since 2021
•6 min read

Every Version of My Obsidian Daily Note Since 2021

A template, a patched calendar tool, two iOS Shortcuts, a script, an overnight filer. Every rebuild took one chore off me. The newest one I just talk to.

I've rebuilt my Obsidian daily note over and over since 2021 and wrote up most of the rebuilds as they happened. This is the whole line, what each version fixed, what it left for me, and where it landed.

View Article
I Gave Claude Code the Voice of Rocky From Project Hail Mary
•9 min read

I Gave Claude Code the Voice of Rocky From Project Hail Mary

When a deploy is actually live or a stubborn bug finally dies, Claude Code says one short line out loud in Rocky's voice. Everything on screen stays normal English.

I started with Rocky reading every reply aloud. It was too much. Now Claude Code cheers once, in Rocky's voice, when something big lands.