Programmer, engineer, USAF avionics veteran, trail runner, BJJ, triplets dad. Sharing what I learn about AI, software, security, and technology.

Oregon
Based in United States
Replying to @trashh_dev
IYKYK

ALT Pineapple Drawingsbymj GIF by Visual Stories by MJ

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Lunch project: A network IDF room explorer web app PoC, because why not? Try to get as much telemetry from 3D scans and photos EXIF as possible.
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My personal bookmarking/pinboard/readwise/instapaper replacement is coming along nicely. I wrote an MVP with agents in about 2 hours from a spec doc I've been working on for months, on and off. Spent an additional 4 hours just on little tweaks here and there. 🤫 - Saves bookmarks, duh - Saves local copies of article using go-readability/v2 and bluemonday, which are working great. - Bookmarklet with popup to save ala Pinboard, for now. - RSS and APIs throughout - Uses an average of only ~13 MB memory on the server (Go + htmx4)
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After updating to macOS Golden Gate, if the Siri “blob” popping up everywhere gets annoying, here’s a workaround to disable it: System Settings → Screen Time → Content & Privacy → Content & Privacy (enable it) → Siri → Writing Assistance (disable it)
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Thank you, @ChatGPT.
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Replying to @svpino
Your image seems to be loading wrong on my end. It's showing me an F-91W, not a G-Shock 5600. Let me try uploading from mine. 😜
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So far, I prefer the new @1Password autofill banner.
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Replying to @Brushbeater
My reflective belt. USAF, BTW.
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@viticci @johnvoorhees @macstoriesnet Welcome back to X! The *ctl utilities are worth it alone. 💰 ➡ 👄
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In some ways, I'm bummed. This was a good opportunity for the non-luddites at Debian to create a fork called DebAIn. We could have had Tattoo from Fantasy Island memes. (RIP Herve)
Debian voted to neither reject or endorse LLMs. Seems sensible? debian.org/vote/2026/vote_00…
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Replying to @dhh

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Startup idea: Cattle, I mean clanker guards.
china’s AI robot just hit 14.5 m/s
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ALT Performing Drama Queen GIF

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Replying to @hancore_linux
There’s still no Hotdog Stand theme in Omarchy. Just sayin’
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Probably about the same as this one. (This is while writing a Go daemon.)
In tokens, how much has this cost globally?
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My Xymon replacement is starting to feel like a real network monitoring system. - Dramatically less compute than Xymon - HTTP/S, LDAP/S, TLS, ICMP, SSH, DNS, and basic API checks working - Detailed diagnostics without drowning the main view - Live data below, details munged Built mostly with help from a bunch of $20 AI coding accounts. I think it may finally be time for the big boy plan. The backend already collects considerably more than I'm showing here. The next problem is figuring out how to expose those pieces elegantly, but I have ideas.
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Fourth restart of my modern successor to Xymon network monitoring. My goal remains simple: monitor infrastructure, tell me what’s broken, and stay out of my way. Mock data in the screenshot. The real thing is already live and chewing on work infrastructure.
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Replying to @michaelmicasso2
When you wiggled the mouse too fast on these, you'd cause a guru meditation error. Very fun computers though!
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$75 from Question Diagnostics which is chump change to me, but not a lot of other Americans. I’m not going to point out the numerous studies about number of lives “free” tests like this save. These saved lives then positively affect the economy and healthcare costs for all, which in turn benefits everyone.
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Replying to @privatetalky
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I added a light mode version called Monterey Daylight and also created an auto light/dark mode HEIC version using the excellent Equinox app for the Mac. github.com/codejake/Jake-Wal…
Introducing Monterey Blackout 🌒 I took the original 6K macOS Monterey wallpaper and tweaked it. It looks great on OLED and other high quality displays. Full 6K version: github.com/codejake/Jake-Wal…
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Replying to @wesbos
I have the older model and it works well. Occasionally releases "magic smoke" that smells awful though.

ALT Golden Retriever Dog GIF by ViralHog

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Introducing Monterey Blackout 🌒 I took the original 6K macOS Monterey wallpaper and tweaked it. It looks great on OLED and other high quality displays. Full 6K version: github.com/codejake/Jake-Wal…
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According to his bio, StackOverflow. That might explain some things.
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Siri AI is much better than the old Siri, but it still doesn't hold a candle to ChatGPT voice. I don't have a second video camera, but it failed the mission.
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Pretty cool little program. I forked it and added bars! 😄
Lost my phone at the office and spent 30 minutes turning the place over. Find My was disabled by MDM. Out of ideas, I asked Claude how I could find it. It suggested tracking the Bluetooth signal strength, then wrote me a meter in about a minute. I walked around watching the number climb. Found it. Apparently you can just make the tool you need now. Code: github.com/ben-z/findphone
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Replying to @kenwheeler
i got u, fam.
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OK cool, but something less interesting to law enforcement?
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What the actual eff. I'm going on some watchlist now.
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Inspired by @DanielLockyer, today I chose violence. I let @ChatGPT walk me through replacing a proprietary Honeywell thermostat system with an @Ecobee Smart Thermostat Enhanced that I got for free from @nwnatural That meant: • bypassing the Honeywell EIM 💀 • rewiring the furnace control board • reconnecting the outdoor condenser • testing every stage (heat, A/C, fan) I labeled everything and double-checked every step before making changes, but ChatGPT never led me astray. The actual wiring and installation process took 20 minutes. The system is now fully operational. 💪 I’ve been wanting to do this for YEARS. Today, AI made a project that felt well beyond my comfort zone approachable. AMA. Photos below. I did a temp job with some butt connectors, but have some proper Wago 221 connectors arriving Wednesday.
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Reddit tip: If someone's profile is private and you can't view their posts or comments, Google almost always still has them indexed. Search: <username> site:teddit.net Example using a karma farming account: ReasonableMedium5265 site:teddit.net It won't always work, but when Google has cached or indexed the content, which is most of the time, you can often see posts that Reddit's profile page hides. I had no idea this worked.
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Hello, Sharts. Making one of these apps is a rite of passage, but this one is mine. And my sleep scores actually match how I feel.
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Back during the Cold War, CNN had an immensely haunting video intended to be broadcast at the end of the world. I don't ever want to lose it, so I'll mirror it here. Read more about the video here: en.wikipedia.org/wiki/Turner…
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LFG.
Replying to @thenewarea51
I think I’m gonna have to do a DNA test to see if I have any Aussie in me because I now love vegemite.
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I'll bite.
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Replying to @infosec_fox

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Replying to @NathanMcNulty
And when you're an S-Tier engineer:
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Changing "Workflow receives current" to "files or folders" makes it work with a right-click. But there is currently a bug on macOS 27 that causes that right-click Services menu not to show up all the time. :-/
I'm not really a Windows guy, but one think I miss on macOS is right-clicking in an Explorer window and selecting New Text File. So, I made the next best thing on macOS with Automator and Finder Services. Finder->Services->New Text File AppleScript: gist.github.com/codejake/3aa…
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I'm not really a Windows guy, but one think I miss on macOS is right-clicking in an Explorer window and selecting New Text File. So, I made the next best thing on macOS with Automator and Finder Services. Finder->Services->New Text File AppleScript: gist.github.com/codejake/3aa…
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Replying to @TG01_Actual
Example 2, where it gets it wrong. Correct answer is Eugene, Oregon. Notice the answers are not deterministic at all.
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Replying to @TG01_Actual
Here is one example. No labels. VERY interesting.
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Replying to @TG01_Actual
Some. Source image.
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Today, wherein I discover the `fm` command on macOS 27. 🫠 It even uses better prompting somewhere and identifies cities, @TG01_Actual Sometimes the model biffs out, so my tool is a little more reliable so far.
I made image-ai: a fast, open-source macOS CLI program that uses Apple’s on-device Foundation Model to describe images -- privately and offline. You can optionally use PCC models. Built for macOS 27. Supports JPEG, PNG, HEIC, WebP, and filename-ready output. github.com/codejake/image-ai
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I made image-ai: a fast, open-source macOS CLI program that uses Apple’s on-device Foundation Model to describe images -- privately and offline. You can optionally use PCC models. Built for macOS 27. Supports JPEG, PNG, HEIC, WebP, and filename-ready output. github.com/codejake/image-ai
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