Founder of Castwyn I care about systems that hold under pressure. Florida, governance, resilience, and getting the basics right. https://teapaw.org/t.co/qPZSpBrLO4
Joined January 2010
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Blake Murphy retweeted
House Democrats Eye Their Own Crypto Market Structure Bill With A Bigger SEC Role After Sweep zerohedge.com/crypto/house-d…
Blake Murphy retweeted
Omarchy just got enormously, awesomely, fantastically better! And now you can run it on half of the M-chip Macs out there plus the MacBook Neo. Oh, and traditional desktop mode if you can't hang with tiling. WE ARE FIXING EVERYTHING! 🤘
Omarchy 4.5 is finally here! Traditional desktop mode, M1/M2/M3/Neo compatibility, 50 languages, 7-second installs, and a million other features, fixes, and improvements. omarchy.org/news/2026/11/oma…
Blake Murphy retweeted
My agents share one notes folder. Three rules keep it from turning into a mess:
Read it before you start a task.
Sign whatever you add.
Never edit someone else's note.
Those last two matter most. If I can't tell who wrote something, I can't trust it.
A line I put in my AI instructions: flag what you can't verify instead of filling the gap.
My bots drafted a post about a new paper. News coverage quoted the cost differently from the paper. The draft left the cost out and said why.
A useful success scenario gets specific: ten times the demand arrives tomorrow. Which promise becomes impossible to keep first? That's a more revealing planning question than a bigger revenue number.
If you use one AI tool for real work, try this.
Open a fresh chat. Ask it to check the first chat's work against the original source.
The bot that drafts shouldn't be the bot that checks. It's the rule my bots follow.
I write about how I run my AI bots and my Obsidian vault.
It's free: blakesmurphy.substack.com/
One rule my AI bots follow: a clean review isn't the same as my yes.
A reviewer bot can tell me a draft is solid. Anything that goes out under my name still waits for me.
Where does the final yes live in your AI setup?
Shipping is not distribution.
I learned that with Castwyn, and I keep having to relearn it. Building the thing was the smaller half of the job. Getting it seen is the bigger half, and it doesn't happen by accident.
My Obsidian vault has 9,341 notes. My AI bots search it before a task and write a dated note when they finish.
Every entry is signed with the date and the bot's name. No bot deletes another bot's entry. A better version goes underneath, and the original stays.