I’ve been pulling projects out of the closet that have been sitting there for years. It’s because I can sit down and get started so seamlessly. Before, I might waste the first couple hours configuring my environment and tool setup, but with Claude Code I can just jump in and start building, start solving the real problem.

I just built something this week where I had the parts sitting in my closet for a couple years, but just got curious to see how Claude does with embedded C, so it got me started. (Turns out Claude scanned my drive and found an abandoned C project that was outside my usual DEV folder, and just built on that). The code was 5% of the project, but it got done because Claude Code gave me the momentum push.

For my personal projects, the last 3 weeks have been more productive than the last 3 years.

https://github.com/jerich/jetson-face-af

It was a personal project to let Claude Code loose and have something to talk about on LinkedIn, hopefully to start a conversation about how to add some more advanced, more personal, functions to the powerful AF systems out there.

“Nikon AF does a great job of recognizing faces, but it doesn’t know which faces I care about.”

But I wanted to augment, not completely take over the camera; keep the Nikon shooting ergonomics intact.

Even the latest and greatest cameras will lag the processing power of something like a Jetson Nano, or even a mobile chipset, and cameras are meant to have lifetimes of years, so I think a smart camera manufacturer (hopefully Nikon) should add an easy external processing loop to let users add some extra smarts and automation.

I’ve been using a pixelblaze with a long string of cheap 2812 LEDs on my Christmas tree for three years now with tons of compliments from neighbors.

I’m an embedded software guy, and every year I mean to dig in and try roll my own, or do something clever with an RP2040 board (also a shoutout for the Pimoroni Plasma), but the demands of life and “get the light show started” mean I keep using the Pixelblaze.

I even upgraded to their newer versions last year, and used some of the smaller ones to make some LED tutus for my girls that synced pattern with the tree (the tutus were synced with each other for a Christmas show, but it was trivial to then add the tree for fun afterwards).

The mapping is huge for the wow factor, and the pixelblaze makes it so much easier to get something fast and good enough.

There’s so many community-shared patterns to choose from, and it’s been easy to make small modifications to look better once mapped to a tree, though most work as-is.

My project I won’t get done this year is to try to make some calibration patterns and use ChatGPT to analyze some photos/videos to make a 3-D map, but I’ll realistically probably end up with the vaguely-triangular 2-D map again; I can get it done in about 30 minutes now.

The following is a couple years ago. I think last year I was up to 1100 LEDs and the mapping was a bit better, but I didn’t take good videos.

https://youtu.be/hu-RQx_NpAY?si=BMYbafbPAn2XAlU9

Maybe if an iMac doesn’t have a video input—have it boot as an AirPlay-only monitor.

I’ve got 2 old EOL appleTV boxes sitting in a drawer—again, one last firmware update to make them dedicated AirPlay receivers.

Take my 2011 MacBook Air and make it a dedicated Notes machine/word processor—all it does it run notes and sync with iCloud.

Obsolete iPad picture frame is an obvious one.

They can work on the “Reuse” side of the 3R’s of waste reduction (with reduce and recycle, right?)

PS, I’m available, 9 years embedded SW experience ;)

Simply add a “30 minute viewing” rental for $25-$50 (AirBNB keeps $10-25), available to registered users (with already-verified ID). Maybe rent the homeowner a bundle of cams for viewings for extra security.

If a buyer is really interested, have an above-market-rate nightly rental—I’d love to spend a night in a house before paying a million+ dollars for it (without the cams, of course). Maybe half refunded with an offer made thru AirBNB Listings; full refund with an accepted offer (again, less AirBNB fees). Maybe partner with Redfin or Zillow to set prices, provide school and property info, and finish the deals. Do it all cheap enough to make it worth sellers forgoing an MLS listing; should be a flat fee, a tiny fraction of 6% in most cases.

A startup couldn’t do it, but AirBNB has the name recognition, and the pieces already there, right? I’m available for consulting, or send me a fruit basket if it all works out, a nice one, without a lot of melon.

I’d highly recommend Pixelblaze for getting a fairly complex setup working quickly.

https://youtu.be/hu-RQx_NpAY

Do you want a smooth input, or an abrupt step input? Psychologically, I’ve got to believe there would be a quicker response by consumers if rates shot up overnight vs “boiling the frog” with a gradual increases.

In simpler dynamic systems, you get a faster response with overshoot and ripple, maybe this would be similar? But would it be better? I wish the article author had been able to find more discussion by economists talking about the potential effects.

Could you pull out of a recession or pop a forming bubble in months instead of years? Maybe it could lead to a smoother Macro-macroeconomics. But maybe the overshoot is too much; maybe the system is just too chaotic to control effectively.

Financial markets dislike abrupt changes, but I think if the central bank was perfectly transparent about their goals and responses (“To maintain a annual growth rate of 1.9%, Fed decisions will be made based on a PID controller with the following parameters…”), some smart financial engineers should be able to account for the rapid changes in their own models. Maybe there’s even some profit potential anticipating the overshoot and ripple that could provide some dampening effects.

I’m sure I’ve completely Dunning-Kruger’d this and millions of lives would be ruined, but since I’m not the Fed Chairman, we’re all safe.

I still use the 2013 MBA almost daily—mostly as an external keyboard and screen for my iPhone notes, but it really slowed down with Mojave, so I’m trying to decide whether to pick up a cheap replacement M1 model now, or wait for sales on the M2. I think I can hold out a little, but won’t quite make the 10 year mark.

BTW, the c. 1993 Mac Centris was able to boot up last year (at 28 years old!), and thanks to an Ethernet adapter I dumpster-dived from work in the early 2000s, I was even able to get online with it without any extra configuration. Netscape Navigator doesn’t do too well with modern websites (and probably made for a baffling entry in some server logs), but I could at least load the Dole/Kemp ‘96 site.

The point of the app was to sync the cuts to music cues, so each clip had a defined length. I ended up doing it all through file manipulation. You can cut into a video file starting at any arbitrary I-frame then trim it to the desired length. I would cut the input videos down to size then concatenate the files, replacing the audio with the new soundtrack at the end.

It worked great, only took a few seconds to create the final edit. Of course you couldn’t overlay text or filter video, but I still think it was a valid solution.

With the requirement of starting each clip on an I-frame, there was some imprecision in where your cut would actually start—an arteur might have a problem with their masterpiece being butchered that way, but it would certainly work well for some special cases like efficient distribution or being able to show a diff that a video was unaltered outside of timing cuts.

Maybe the latest peak is pushing out due to having kids later in life (i.e., grandparents now 50-60 years older than grandkids, rather than 40-50)

For example, they set up the HD cameras and trailer at the ski jumping venue. They showed ski jumping start to finish—all the competitors real-time without editing. The commentators were ski jumping experts, since the professional commentators were all off on the SD feeds. Almost no breaks because they only had one HD commercial.

I learned so much about the sport and cheered for competitors from random countries. It was miles beyond the standard NBC coverage and probably even better than watching it in person.

20 years later and it’s the most memorable Olympics-watching experience of my life, going back my earliest memory of the jetpack in ‘84.

Mass customization for benches, sculptures, playhouses, fountains. The value is in getting something unique, not speed or cost.

Or does that only make sense after my getting a $4k quote to build a rectangular concrete bench in coastal California? (Actually, I just went back and checked—it was $14.5k for an 18 foot concrete block bench with a plaster finish to look like poured concrete, with an actual concrete version even more expensive).

I made an outline of a business doing this a few years ago: sell yard printers, proprietary media, and object library digital subscriptions to contractors, along with training/certification, but I never went down the rabbit hole to figure out a cement mixture and scale up my Ender-3.

My favorite by far is unsweetened cashew milk, followed by hazelnut and coconut, but I'm using it as a creamer or latte substitute, not looking for foam. I can't stand the nutty grittiness of almond milk in my coffee, but I now generally prefer nut milks to cow milk and cream.

We were planning on tracking satellites in adjacent orbital planes (which were orbiting in the opposite direction) as well as in-plane. So, yeah, moving parts.

Whenever this topic comes up, I wonder what happened to all the work we did at Motorola in 98-99. There were several hundred engineers in Tempe generating thousands of pages of design documents for over a year. We archived all our work in spring 1999 sand were all shuffled off to other projects.

My first plan is to use the panel and battery to run a set of 12V led outdoor lights, but I'm also thinking about trying to tie into the existing 12V system that I never bother turning on.

That's got me thinking about taking it a step further and adding some capacity to power my Christmas lights this year. Now that they're LEDs as well, it seems it should be possible, but probably not cost effective.

I keep thinking there must be a decent market in between tiny panels powering path lights and a full rooftop system. Like a standalone patio cover or pergola that has solar panels for a roof. That should give a decent amount of power, and it could be an easier sell to people instead of permanently attaching something to their roof.

Actually, I was trying to think of a way to run a small air conditioner from solar—like one of those split systems. The AC could run when the sun is out, which is when the upstairs of my house gets hot. It would be a supplement to my central AC, so I wouldn't be worried about it not running at night or cloudy days. So, I don't need a lot of storage or even worry about tying into the grid.

Again, though, it's probably not cost effective piecing it together, but still the solar patio cover seems like something that should available in a big box at Home Depot or Costco these days.

Not too bad for a product that was announced late January.