been building a python course for people who use cursor and claude code every day but get nervous reading what those tools wrote.
22 chapters. 624 interactive steps. runs in your browser. free forever.
calling it pyloft. shipping mid-june. 🧵
The new anthropic model should probably be pointed at the stuff you already trust.
not a new app idea.
your crons. your agents. your claude code skills. your obsidian vault. your “working” automations.
ask what’s dead, leaking, stale, duplicated, or silently failing.
then try not to take it personally.
left work early for an apartment tour in manhattan.
the ai agent emailed me, texted me, confirmed the tour, and forgot one small detail: telling the leasing office.
my first hallucinated real estate appointment.
physical world integration remains undefeated.
Claude + Reddit intelligence + LinkedIn data = Content OS that replaced a $14,500/month team.
(48K followers. 500+ booked calls. $387K in attributed revenue)
This 6-skill system eliminates writers, strategists, researchers, and schedulers using brand memory + real audience intelligence + calibrated AI writers...
→ No more $14,500/month payroll for a 4-person content team
→ No more 20+ hours weekly building content calendars from scratch
→ No more guessing which hooks actually stop the scroll
→ No more AI slop that sounds nothing like you
→ No more starting every post from a blank page
Just 1 topic in → a finished month of content out.
Here's how it works:
→ Brand Memory (your voice, proof, and exact buyer in one file. every skill runs off it. nothing generic ships.)
→ Reddit Intelligence (mines your ICP's subreddits for the exact phrases they use. posts start from real words, not blank pages.)
→ LinkedIn Viral Signal (hooks already stopping the scroll in your niche, last 30 days, ranked by real engagement.)
→ Four Calibrated Writers (thought leadership, lead magnet, story, value. one writer per stage of the buyer journey.)
→ Voice Firewall (7-dimension QA that scores and rewrites every draft before it ships under your name.)
→ Finished Board (every post handed over with its visual and first comment. ready to approve.)
Built on real content infrastructure.
Zero payroll. Consistent output. Enterprise-grade quality.
Results from the system:
- $14,500/month content team eliminated
- 48K LinkedIn followers
- 500+ calls booked from content
- $387K in attributed revenue
Want the complete 6-skill build?
Like + comment "OS" + repost, and I'll DM it to you.
(must be following)
@rasbt the hybrid attention pendulum swings every 6 months. full attention is too slow, sliding window loses context, so they build M2 to get both. and then in 6 months someone publishes why M2 is suboptimal.
@michael_chomsky this is the real vibe coding arc. you start with 'i just need a simple CRM' and end up product managing something that has opinions about outbound sequencing. the project always gets bigger than the prompt.
@simonw@JimVandeHei $47B run-rate makes more sense when you look at who's paying. it's not hobbyists. it's the enterprise compliance unlock - procurement finally approved Claude because AWS Bedrock was already in the stack.