TJ Crawford

AI-Focused Software Engineer | Building Agentic Systems that Bridge Innovation and Impact | Full Stack Software Engineer | CoFounder of Aventor

[TJ Crawford @TJCrawsover]

I've been quiet on here for a while, heads down finishing my master's at Georgia Tech (one month to go) and building Aventor with feedback from our closed beta.

Today it's public. If you run a small business, a ministry, or just sell a few things on Facebook and don't know where to start with ads, Aventor's AI agents walk you through planning and launching Meta and Google ads, then keep optimizing them after launch.

We're also part of the Claude for Startups program 🎉

To celebrate, the first 10 sign-ups get their first month free with code BETA10. Want a walkthrough? Book a 15-minute demo at https://t.co/c0mNTW7KoM

[TJ Crawford @TJCrawsover]

@CaptainShipSim @EthanHodge20 Hey, start with license types, expiry dates, renewal reminders and who can edit records. This is a credential tracker plus a public site. I run CTC and build custom web apps. Happy to look at a brief: https://t.co/0eKQ1qADHN

[TJ Crawford @TJCrawsover]

Hey, it really is a lot. One tip: start with a single broad campaign and just a few ads, and skip most of the extra settings. Let Meta figure out the audience. Full disclosure, I'm building Aventor (https://t.co/d5FI0r4CVp). You describe your business in plain language, review the plan before anything launches, and there's a 72-hour trial if you want to skip Ads Manager.

[Aryan Mahajan @aryanXmahajan]

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)

[TJ Crawford @TJCrawsover]

@aryanXmahajan os