BeaconDevs
@beacon-devs.bsky.social
I use this account to shamelessly promote ongoing projects. #coding #rstats #python #genAI
With @platformpuffwatch.bsky.social coming to an end, I’ll need a new project. Anyone playing around with #meshtastic?
December 22, 2025 at 5:17 PM
With @platformpuffwatch.bsky.social coming to an end, I’ll need a new project. Anyone playing around with #meshtastic?
If you’re looking to do something similar, I can highly recommend the fan module linked here that makes this installation possible: www.printables.com/model/526778...
Jonsbo N2 extended fan module by strdst / lou | Download free STL model | Printables.com
www.printables.com
October 23, 2025 at 7:02 PM
If you’re looking to do something similar, I can highly recommend the fan module linked here that makes this installation possible: www.printables.com/model/526778...
At idle, the CPU is running 4°C lower with the new fan. And on top of that, it is so much quieter than the stock fan.
October 23, 2025 at 6:57 PM
At idle, the CPU is running 4°C lower with the new fan. And on top of that, it is so much quieter than the stock fan.
Today was Jonsbo N2 fan upgrade day. The stock fan is quite noisy so I picked up this Noctua fan.
The fan is 25 mm deep, which is too deep to install without a custom bracket. Here are photos of the fan, the custom bracket, and after installation - super clean and really happy with the results.
The fan is 25 mm deep, which is too deep to install without a custom bracket. Here are photos of the fan, the custom bracket, and after installation - super clean and really happy with the results.
October 23, 2025 at 6:56 PM
Today was Jonsbo N2 fan upgrade day. The stock fan is quite noisy so I picked up this Noctua fan.
The fan is 25 mm deep, which is too deep to install without a custom bracket. Here are photos of the fan, the custom bracket, and after installation - super clean and really happy with the results.
The fan is 25 mm deep, which is too deep to install without a custom bracket. Here are photos of the fan, the custom bracket, and after installation - super clean and really happy with the results.
It’s been a few weeks since I posted about the NAS project. Been loving self-hosting and would recommend to all! At this point, I’m nearly independent of all cloud services. The only thing left in my iCloud is obsidian. On iPhone the only way to sync across devices is to have your vault on iCloud.
October 23, 2025 at 6:50 PM
It’s been a few weeks since I posted about the NAS project. Been loving self-hosting and would recommend to all! At this point, I’m nearly independent of all cloud services. The only thing left in my iCloud is obsidian. On iPhone the only way to sync across devices is to have your vault on iCloud.
The only thing I forgot to purchase was SATA cables. :/
Initial thoughts:
1. Really impressed with the quality of the Jonsbo Case.
2. Cable management is the second most difficult part of the build. Second to finding manuals for the gear I bought!
3. PSU’s are stupid money.
Initial thoughts:
1. Really impressed with the quality of the Jonsbo Case.
2. Cable management is the second most difficult part of the build. Second to finding manuals for the gear I bought!
3. PSU’s are stupid money.
September 20, 2025 at 12:15 AM
The only thing I forgot to purchase was SATA cables. :/
Initial thoughts:
1. Really impressed with the quality of the Jonsbo Case.
2. Cable management is the second most difficult part of the build. Second to finding manuals for the gear I bought!
3. PSU’s are stupid money.
Initial thoughts:
1. Really impressed with the quality of the Jonsbo Case.
2. Cable management is the second most difficult part of the build. Second to finding manuals for the gear I bought!
3. PSU’s are stupid money.
It’ll run TrueNas only. I plan to repurpose a Mac Mini to run services in the next few months.
Parts are as follows:
Corsair SF750 PSU
ASRock B550M-ITX/AC
AMD Ryzen 5 5600G
Jonsbo N2 case
Crucial 32GB DDR4-3200 RAM
Samsung 990 Pro 1TB NVMe SSD
WD Reds
Parts are as follows:
Corsair SF750 PSU
ASRock B550M-ITX/AC
AMD Ryzen 5 5600G
Jonsbo N2 case
Crucial 32GB DDR4-3200 RAM
Samsung 990 Pro 1TB NVMe SSD
WD Reds
September 19, 2025 at 1:07 AM
It’ll run TrueNas only. I plan to repurpose a Mac Mini to run services in the next few months.
Parts are as follows:
Corsair SF750 PSU
ASRock B550M-ITX/AC
AMD Ryzen 5 5600G
Jonsbo N2 case
Crucial 32GB DDR4-3200 RAM
Samsung 990 Pro 1TB NVMe SSD
WD Reds
Parts are as follows:
Corsair SF750 PSU
ASRock B550M-ITX/AC
AMD Ryzen 5 5600G
Jonsbo N2 case
Crucial 32GB DDR4-3200 RAM
Samsung 990 Pro 1TB NVMe SSD
WD Reds
Working on a NAS build. Really, really disappointed in capitalism these days. My goal is to reclaim my data, just as I would reclaim my money with #SkipTheTip.
The plan is to pull my data off the cloud, except for cloud based backups to Backblaze.
The plan is to pull my data off the cloud, except for cloud based backups to Backblaze.
September 19, 2025 at 1:05 AM
Working on a NAS build. Really, really disappointed in capitalism these days. My goal is to reclaim my data, just as I would reclaim my money with #SkipTheTip.
The plan is to pull my data off the cloud, except for cloud based backups to Backblaze.
The plan is to pull my data off the cloud, except for cloud based backups to Backblaze.
6/6. Your coffee should cost what’s on the menu—not whatever a tip screen pressures you into paying.
Download #SkipTheTip and reclaim your wallet!
apps.apple.com/us/app/skipt...
Download #SkipTheTip and reclaim your wallet!
apps.apple.com/us/app/skipt...
September 15, 2025 at 8:29 PM
6/6. Your coffee should cost what’s on the menu—not whatever a tip screen pressures you into paying.
Download #SkipTheTip and reclaim your wallet!
apps.apple.com/us/app/skipt...
Download #SkipTheTip and reclaim your wallet!
apps.apple.com/us/app/skipt...
5/6. I’m not anti-worker. I believe workers deserve fair wages from employers, not customers subsidizing basic transactions through guilt and exhaustion. #SkipTheTip
Check it out and let me know what you think!
apps.apple.com/us/app/skipt...
Check it out and let me know what you think!
apps.apple.com/us/app/skipt...
SkipTheTip
Tipping has spiraled out of control. Digital payment prompts, inflated default percentages, and awkward social pressure are costing you hundreds extra each year. You're not generous—you're being mani...
apps.apple.com
September 15, 2025 at 8:24 PM
5/6. I’m not anti-worker. I believe workers deserve fair wages from employers, not customers subsidizing basic transactions through guilt and exhaustion. #SkipTheTip
Check it out and let me know what you think!
apps.apple.com/us/app/skipt...
Check it out and let me know what you think!
apps.apple.com/us/app/skipt...
4/6. #SkipTheTip is an app that eliminates guilt and helps you save money. Set goals, track your progress, and analyze where you can save money and where you are fighting back against tipping manipulation.
September 15, 2025 at 8:22 PM
4/6. #SkipTheTip is an app that eliminates guilt and helps you save money. Set goals, track your progress, and analyze where you can save money and where you are fighting back against tipping manipulation.
3/6. It wasn’t just about the money. It’s also about decision fatigue. Every simple transaction now requires a moral calculation: “Is this worth 20%? Will I look cheap? What’s the ‘right’ amount?” A coffee run shouldn’t be an ethical dilemma. #SkipTheTip
September 15, 2025 at 8:09 PM
3/6. It wasn’t just about the money. It’s also about decision fatigue. Every simple transaction now requires a moral calculation: “Is this worth 20%? Will I look cheap? What’s the ‘right’ amount?” A coffee run shouldn’t be an ethical dilemma. #SkipTheTip
2/5. I was tired of feeling guilty for declining tips on transactions that never traditionally required them. Tired of watching people tip 20%+ for grabbing a pre-made sandwich from a counter. Tired of the social pressure around every simple purchase. #SkipTheTip #TipPressure #TippingFatigue
September 15, 2025 at 8:07 PM
2/5. I was tired of feeling guilty for declining tips on transactions that never traditionally required them. Tired of watching people tip 20%+ for grabbing a pre-made sandwich from a counter. Tired of the social pressure around every simple purchase. #SkipTheTip #TipPressure #TippingFatigue
1/5. Remember when tips were for sit-down restaurants and your bartender or server? Now every bisiness with a self-checkout kiosk, and retail store has a tip screen starting at 18-25%. Whether intentional or not, it’s shifting the burden of fair wages from employers to customers. #SkipTheTip
September 15, 2025 at 8:05 PM
1/5. Remember when tips were for sit-down restaurants and your bartender or server? Now every bisiness with a self-checkout kiosk, and retail store has a tip screen starting at 18-25%. Whether intentional or not, it’s shifting the burden of fair wages from employers to customers. #SkipTheTip
So this weekend’s project was turning my spreadsheet into a free calculator that helps #petparents comfortably transition their #dogs to new #dogfood 🐾
beacondevs.github.io/how-to-trans...
Has your dog had food transition troubles? I hope this can might! #DogsOfBluesky #SwitchingDogFood #DogTips
beacondevs.github.io/how-to-trans...
Has your dog had food transition troubles? I hope this can might! #DogsOfBluesky #SwitchingDogFood #DogTips
Dog Food Transition Calculator | Safe Day-by-Day Schedule
Free calculator to safely transition your dog to new food with a personalized step-by-step plan.
beacondevs.github.io
September 7, 2025 at 6:12 PM
So this weekend’s project was turning my spreadsheet into a free calculator that helps #petparents comfortably transition their #dogs to new #dogfood 🐾
beacondevs.github.io/how-to-trans...
Has your dog had food transition troubles? I hope this can might! #DogsOfBluesky #SwitchingDogFood #DogTips
beacondevs.github.io/how-to-trans...
Has your dog had food transition troubles? I hope this can might! #DogsOfBluesky #SwitchingDogFood #DogTips
This was the motivation behind creating the spreadsheet. I wanted to transition between foods based on each foods specific caloric content. #Dogs #DogFoodCalculator
September 7, 2025 at 6:00 PM
This was the motivation behind creating the spreadsheet. I wanted to transition between foods based on each foods specific caloric content. #Dogs #DogFoodCalculator
The issue is that the generic "mix gradually over a week" advice ignores caloric density: two foods can look identical in a measuring cup but have completely different nutritional values.
September 7, 2025 at 5:57 PM
The issue is that the generic "mix gradually over a week" advice ignores caloric density: two foods can look identical in a measuring cup but have completely different nutritional values.
Years ago I created a spreadsheet to help me build food transition schedules for my dogs, and eventually my family and friends started asking me to create schedules for their dogs too. #DogParents #PetNutrition #DogHealth
September 7, 2025 at 5:55 PM
Years ago I created a spreadsheet to help me build food transition schedules for my dogs, and eventually my family and friends started asking me to create schedules for their dogs too. #DogParents #PetNutrition #DogHealth
🎉
Ditched CSV files for a real database! #PuffWatch now records data to a PostgreSQL database - much cleaner and way more scalable in the event my new neighbor has as bad a habit as the old one! #DataHaze #ClearAir #CleanAir
September 4, 2025 at 4:37 PM
🎉
My recent 90-day historical review of PM2.5 showed occasional spikes suggesting this! Stay tuned! #PuffWatch
The haze has returned to its rightful district. Welcome back to #BoylanHeights. #PuffWatch #DataBl(haze) #ClearAir #AirQuality
September 4, 2025 at 2:24 AM
My recent 90-day historical review of PM2.5 showed occasional spikes suggesting this! Stay tuned! #PuffWatch
“You’re not tired, you’re uninspired”.
- unknown, brilliant person
What are y'all working on?
- unknown, brilliant person
What are y'all working on?
September 2, 2025 at 12:22 PM
“You’re not tired, you’re uninspired”.
- unknown, brilliant person
What are y'all working on?
- unknown, brilliant person
What are y'all working on?
If you were following my @platformpuffwatch.bsky.social development story. Here are the last ~90 days since my neighbor moved out (or got lost after a munchie run?):
September 1, 2025 at 4:14 PM
If you were following my @platformpuffwatch.bsky.social development story. Here are the last ~90 days since my neighbor moved out (or got lost after a munchie run?):
The upgrade to the M2 burrs effectively turns the Encore model into a Virtuoso.
It took about 25 minutes. The grind is much faster and seems more consistent. You'll see how this grinder is built. With parts support through Baratza, it could last a lifetime.
It took about 25 minutes. The grind is much faster and seems more consistent. You'll see how this grinder is built. With parts support through Baratza, it could last a lifetime.
August 31, 2025 at 1:32 PM
The upgrade to the M2 burrs effectively turns the Encore model into a Virtuoso.
It took about 25 minutes. The grind is much faster and seems more consistent. You'll see how this grinder is built. With parts support through Baratza, it could last a lifetime.
It took about 25 minutes. The grind is much faster and seems more consistent. You'll see how this grinder is built. With parts support through Baratza, it could last a lifetime.
As a builder, there is something very satisfying about taking something physical and improving its function or making it work again.
August 31, 2025 at 1:16 PM
As a builder, there is something very satisfying about taking something physical and improving its function or making it work again.
A relatively recent non-software project was upgrading the burrs on my #Baratza Encore grinder.
I have to give a shout-out to companies that support old products with parts. Too many devices are planned for obsolescence, and we can thank corporate America for that.
I have to give a shout-out to companies that support old products with parts. Too many devices are planned for obsolescence, and we can thank corporate America for that.
August 31, 2025 at 1:15 PM
A relatively recent non-software project was upgrading the burrs on my #Baratza Encore grinder.
I have to give a shout-out to companies that support old products with parts. Too many devices are planned for obsolescence, and we can thank corporate America for that.
I have to give a shout-out to companies that support old products with parts. Too many devices are planned for obsolescence, and we can thank corporate America for that.