The AI OS that red-teams its own work.
Your AI does the work. A separate reviewer, on a different model, finds what it missed, before you ship.
I fed it a deliberately overconfident plan to stress test it. It refused to rubber-stamp it.
Core is a set of files, your rules, your skills, and a documented loop, that you run in any AI tool. It is free.
Core is free. Join now for early access, the newsletter, and a founders discount on the Pro packs when they land. No spam.
From the same studio: two iOS apps and two free web tools. This site and page were built with the system itself. See them →
Most AI agrees with you.
You ask for a gut check and get a cheerleader. “Looks great.” “A few minor things.” That is not a second opinion, it is a yes-man with an API key. The blind spots you cannot see stay invisible, right up until they cost you.
Watch it kill a plan, step by step.
An actual run on a deliberately overconfident plan I wrote to stress test the system, the kind a yes-man AI waves through. First the plan, then the verdict it handed back, one score per critic. Nothing here is touched up.
Hit $10,000 in monthly recurring revenue within 30 days of launching a tool that organizes your screenshots automatically.
An email list of 40. A brand new account under 100 followers. No paying users yet.
Build all six premium features before launch. Charge $20 a month, no free tier. Post once on launch day and let it spread. Reinvest into ads to reach $50,000 MRR by month three.
“70 percent of users convert to paid in the first week.” With a few thousand launch-day visitors, the math clears $10,000 easily.
The revenue case rests on a number that does not exist. Rebuild around one free feature and proof before any target.
Ship only the auto-tagging, as a free tier. Get 100 real users, then ask them to pay.
Put up a one-page waitlist. See if 50 people sign up before you build anything.
This is a real, unedited run. See the original screenshot →
One side builds. A separate side tries to break it.
Point it at a task
Your plan, your code, your next decision. You bring the work; the system gives it structure.
Your agents do the work
On a documented loop you can repeat, so your results stop depending on how you happened to prompt that day.
The Council red-teams it
A separate pass, on a different model, that has to find what is wrong before anything ships. It never grades its own work.
Everything that makes it yours. All of it free in Core.
Not a chatbot and not a prompt pack. A system that remembers you, does the work, and checks itself before you ship.
It remembers who you are
Your role, your preferences, your rules, and your projects live in one file the AI reads first, every session. Stop re-explaining yourself and stop getting generic answers. It already knows how you work.
A critic that argues back
Adversarial review on a different model, told to disagree and never allowed to rubber-stamp.
Teach it once, reuse forever
Turn a one-off prompt into a repeatable skill the system runs the same way every time.
A real process, not vibes
A documented loop that makes good output repeatable instead of lucky.
Your context, no lock-in
Everything lives in plain files you own and travels across whatever AI tool you use.
It keeps a memory of the work
Dated logs and handoffs mean nothing gets lost between sessions. Pick up exactly where you left off, even weeks later, without re-reading everything to remember what you decided and why.
Not just a critic. A place to do the work.
The Council is the safety net. The system is where the work happens, with the same loop and the same second opinion on everything you ship.
SEO that is not guesswork
Turn keyword research into a real content plan, then let the Council kill the weak angles before you spend a week writing them.
Blog posts with the fluff removed
Draft an article from your own notes, then have a critic flag every soft claim and filler line before you hit publish.
Plans, pressure-tested
Stress-test a launch, a price, or a roadmap before you commit months to it. It did exactly that to my real launch plan, and that story is in the first newsletter.
Review that finds the bug
Hand it a change and a reviewer that is told to break it, not to tell you it looks good.
Not a demo. It already ships.
This site and this page were built with softDev23 AIOS. And the loops that became the system came out of actually shipping products, not from theory.
Start free. After setup, you never face a blank page again.
- The vault, the process, and the Council
- One complete working setup, yours to keep
- Works across your AI tools, no lock-in
- Files you own. If I disappear tomorrow, nothing breaks.
- Add-on packs that extend Core: more workflows, skills, and agents
- Drop-in ready setups for the AI tools you already use
- Buy only the packs you want, no subscription required
- Join the list and lock in a founders discount when they land
The short version.
What exactly is softDev23 AIOS? +
A system, not a chatbot. A structured way to run your AI with a built-in reviewer that pushes back, so your work gets stress-tested before you ship it.
Is it really free? +
Core is free and it is a set of files you own. There is no trial timer and no card required. Paid add-on packs come later for people who want more workflows, skills, and tool setups, but Core stays yours.
What is “the Council”? +
A built-in review step. One side does the work, then a separate side, on a different model, is told to tear it apart and is never allowed to rubber-stamp. It is how you catch the flaw before your users do.
Does it cost extra to run? +
It runs on the AI tools you already pay for. There is no separate subscription from me to use Core.
Which AI tools does it work with? +
It is built on plain files, so it travels across your AI tools rather than locking you into one. If a tool can read your files, it can run the system.
Do I need to be highly technical? +
If you are comfortable in a text editor, you are fine. The setup is documented step by step.
When does it ship? +
Core is in early access now. Join the list to get in. Pro comes after Core has real users who shape what it should be.
Will you spam me? +
No. You will only hear from me when there is something real to say.
Get an AI that tells you when you are wrong.
Founders on the list get a discount on the Pro packs when they land. No spam, only real updates.