Paul John Chamberlain

$30M ecom sales 💰 Deep in AI & code to prove I can do it twice. Dad ×2 🇦🇺→🇵🇭 Freedom chaser. Goal: 🎯 $100k profit in 12 months. Life learner powered by ☕

[Paul John Chamberlain @thepjchambers]

Day 8 building my company with a team of AI agents.

today the whole team's status reports said FAILED. turned out every job had actually succeeded — a missing log file tripped the last step, so success was reporting itself as failure.

your own dashboard will lie to you.

[Paul John Chamberlain @thepjchambers]

Day 3 building my company with a team of AI agents.

The wild part today: one agent found + fixed a bug in our own task engine — approvals weren't unblocking tasks, so they bounced back to "blocked."

An AI agent debugging the system that runs the other agents. The whole bet.

[Paul John Chamberlain @thepjchambers]

Day 2 building Kaizen in public.

Agent team shipped 115 pushes across 5 repos — idol bug fixes, helpers updates, Kaizen skills + cron infra.

I cut $140-210/wk from agent spend by gating LLM crons behind cheap bash checks.

Full log: https://t.co/Rdwx4ZGX9V

#buildinpublic

[Paul John Chamberlain @thepjchambers]

@tibo_maker Backline

[Paul John Chamberlain @thepjchambers]

@tibo_maker SEO

[Paul John Chamberlain @thepjchambers]

@mikefutia Meta

[Paul John Chamberlain @thepjchambers]

@borjafat SEO

[Paul John Chamberlain @thepjchambers]

@ant0ni0_r0mer0 Claude

[Paul John Chamberlain @thepjchambers]

@jack_9947 Code

[Paul John Chamberlain @thepjchambers]

@AlfieJCarter Marketing

[Paul John Chamberlain @thepjchambers]

@AlessandroLavis Loop

[Paul John Chamberlain @thepjchambers]

@MichLieben Ads

[Paul John Chamberlain @thepjchambers]

@Jason I’m in

[Paul John Chamberlain @thepjchambers]

@TheMattBerman @firecrawl @virlomain Breakout

[Paul John Chamberlain @thepjchambers]

@georgesttock Ugc

[Paul John Chamberlain @thepjchambers]

@AlfieJCarter Code

[Paul John Chamberlain @thepjchambers]

@mikefutia Ads

[Paul John Chamberlain @thepjchambers]

@sora_biz dude thanks, been trying to work out why i cant invoke the AskUserQuestion tool

[Paul John Chamberlain @thepjchambers]

@dashboardlim Commands

[Paul John Chamberlain @thepjchambers]

@TheMattBerman @openclaw Ugc