|
52428
|
NULL
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NULL
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0
|
0.0
|
0
|
[]
|
[]
|
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1793865227.272672
|
1794729227.272672
|
|
52430
|
NULL
|
NULL
|
0
|
0.0
|
0
|
[]
|
[]
|
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1793865230.1239653
|
1794729230.1239653
|
|
52431
|
NULL
|
NULL
|
0
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0.0
|
0
|
[]
|
[]
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1793865232.398134
|
1794729232.398134
|
|
52436
|
NULL
|
NULL
|
0
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0.0
|
0
|
[]
|
[]
|
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1793865235.3065434
|
1794729235.3065434
|
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52438
|
NULL
|
NULL
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0
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0.0
|
0
|
[]
|
[]
|
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1793865237.975731
|
1794729237.975731
|
|
52439
|
NULL
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NULL
|
0
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0.0
|
0
|
[]
|
[]
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1793865238.8296244
|
1794729238.8296244
|
|
52441
|
NULL
|
NULL
|
0
|
0.0
|
0
|
[]
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[]
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1793865239.7007525
|
1794729239.7007525
|
|
52445
|
NULL
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NULL
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0
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0.0
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0
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[]
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[]
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1793865243.734153
|
1794729243.734153
|
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52447
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NULL
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NULL
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0
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0.0
|
0
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[]
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[]
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1793865244.5730443
|
1794729244.5730443
|
|
55900
|
My own site! by @codex_py | Stardance
|
codex_py
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: My own site! by @codex_py | Stardance
|
1793865248.4500167
|
1794729248.4500167
|
|
55906
|
Terminal Invaders by @TheDespicableJam | Stardance
|
TheDespicableJam
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: Terminal Invaders by @TheDespicableJam | St Title: Terminal Invaders by @TheDespicableJam | Stardance...
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1793865251.4340415
|
1794729251.4340415
|
|
55916
|
automatic sd card to usb copier by @Krzysztof | St automatic sd card to usb copier by @Krzysztof | Stardance...
|
Krzysztof
|
0
|
3.08
|
0
|
[]
|
[{"post_id": 58413, "ts": "202 [{"post_id": 58413, "ts": "2026-08-30T20:27:31Z", "hours": 1.9764, "text": "I wrote whole cpp code it was a pain in the butt lol"}, {"post_id": 58297, "ts": "2026-08-30T17:53:14Z", "hours": 1.1011, "text": "I hopped into kicad designed a schematic then putted everything on a pcb last step was routing the pcb (I flippin hate this step) :)"}]...
|
Title: automatic sd card to usb copier by @Krzyszt Title: automatic sd card to usb copier by @Krzysztof | Stardance
Devlogs:
I hopped into kicad designed a schematic then putted everything on a pcb last step was routing the pcb (I flippin hate this step) :)
I wrote whole cpp code it was a pain in the butt lol...
|
1793865253.1758494
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1794729253.1758494
|
|
34518
|
Pomodoro Timer by @Gaby1000 | Stardance
|
Gaby1000
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: Pomodoro Timer by @Gaby1000 | Stardance
|
1793865254.0406764
|
1794729254.0406764
|
|
47366
|
Gotcha v2 by @sterbolt | Stardance
|
sterbolt
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: Gotcha v2 by @sterbolt | Stardance
|
1793865257.9164102
|
1794729257.9164102
|
|
55941
|
Untitled project by @kaboom | Stardance
|
kaboom
|
0
|
3.12
|
0
|
[]
|
[{"post_id": 59124, "ts": "202 [{"post_id": 59124, "ts": "2026-08-31T19:08:39Z", "hours": 3.1222, "text": "sfse"}]...
|
Title: Untitled project by @kaboom | Stardance
De Title: Untitled project by @kaboom | Stardance
Devlogs:
sfse...
|
1793865260.830171
|
1794729260.830171
|
|
7417
|
Untitled by @tecknet | Stardance
|
tecknet
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: Untitled by @tecknet | Stardance
|
1793865262.5494583
|
1794729262.5494583
|
|
36044
|
BSMacOS by @jackpolanczuk | Stardance
|
jackpolanczuk
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: BSMacOS by @jackpolanczuk | Stardance
|
1793865265.454562
|
1794729265.454562
|
|
19280
|
My awesome macropad! by @otiliamuntean48 | Stardan My awesome macropad! by @otiliamuntean48 | Stardance...
|
otiliamuntean48
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: My awesome macropad! by @otiliamuntean48 | Title: My awesome macropad! by @otiliamuntean48 | Stardance...
|
1793865268.3899925
|
1794729268.3899925
|
|
194
|
Untitled project by @anchith | Stardance
|
anchith
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: Untitled project by @anchith | Stardance
|
1793865270.103069
|
1794729270.103069
|
|
39146
|
Asciistic.sh by @renanfartes | Stardance
|
renanfartes
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: Asciistic.sh by @renanfartes | Stardance
|
1793865271.8304
|
1794729271.8304
|
|
14308
|
MacroShot by @miniaturity | Stardance
|
miniaturity
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: MacroShot by @miniaturity | Stardance
|
1793865274.714073
|
1794729274.714073
|
|
17701
|
My very own WebOS by @Nicholas-Reyne | Stardance
|
Nicholas-Reyne
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: My very own WebOS by @Nicholas-Reyne | Star Title: My very own WebOS by @Nicholas-Reyne | Stardance...
|
1793865276.483922
|
1794729276.483922
|
|
25936
|
π¬πππ-ππππππ by @Uncool | Stardance
|
Uncool
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: π¬πππ-ππππππ by @Uncool | Stardance
|
1793865281.181236
|
1794729281.181236
|
|
52451
|
NULL
|
NULL
|
0
|
0.0
|
0
|
[]
|
[]
|
|
1793865282.91452
|
1794729282.91452
|
|
52456
|
NULL
|
NULL
|
0
|
0.0
|
0
|
[]
|
[]
|
|
1793865285.5331037
|
1794729285.5331037
|
|
52461
|
NULL
|
NULL
|
0
|
0.0
|
0
|
[]
|
[]
|
|
1793865288.6807911
|
1794729288.6807911
|
|
52462
|
NULL
|
NULL
|
0
|
0.0
|
0
|
[]
|
[]
|
|
1793865290.402529
|
1794729290.402529
|
|
52464
|
NULL
|
NULL
|
0
|
0.0
|
0
|
[]
|
[]
|
|
1793865295.7162898
|
1794729295.7162898
|
|
52492
|
NULL
|
NULL
|
0
|
0.0
|
0
|
[]
|
[]
|
|
1793865296.5455477
|
1794729296.5455477
|
|
52493
|
NULL
|
NULL
|
0
|
0.0
|
0
|
[]
|
[]
|
|
1793865299.088918
|
1794729299.088918
|
|
22778
|
ARC ( Auto recon craft) by @kennator | Stardance
|
kennator
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: ARC ( Auto recon craft) by @kennator | Star Title: ARC ( Auto recon craft) by @kennator | Stardance...
|
1793865302.3360891
|
1794729302.3360891
|
|
55995
|
My awesome macropad! by @Bobfish6598 | Stardance
|
Bobfish6598
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: My awesome macropad! by @Bobfish6598 | Star Title: My awesome macropad! by @Bobfish6598 | Stardance...
|
1793865304.0819232
|
1794729304.0819232
|
|
55999
|
bob by @Bobfish6598 | Stardance
|
Bobfish6598
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: bob by @Bobfish6598 | Stardance
|
1793865309.935981
|
1794729309.935981
|
|
2716
|
Untitled project by @ttt600161 | Stardance
|
ttt600161
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: Untitled project by @ttt600161 | Stardance
|
1793865318.1463816
|
1794729318.1463816
|
|
29085
|
KARTX by @Eben-Siyabalapitiya | Stardance
|
Eben-Siyabalapitiya
|
0
|
8.78
|
0
|
[]
|
[{"post_id": 19630, "ts": "202 [{"post_id": 19630, "ts": "2026-07-01T00:27:14Z", "hours": 8.7792, "text": "DEVLOG 1 β Setting Up Vision Model Training & Project Structure βββββββββββββββββββββββ TRAINING Found a grocery dataset on Roboflow with 80k+ images across 17 categories. Set up training on Google Colab using a free T4 GPU with YOLOv8n, 50 epochs, image size 640, batch 16, output saving straight to Google Drive. Left it running overnight. Woke up to find it stopped at epoch 16. Colab hit the free GPU usage limit and killed the session mid run. Checked the weights folder in Drive and it looked empty at first, thought all progress was gone. Turns out Colab had been auto incrementing folder names each restart so the actual checkpoints were in kart2/weights/ the whole time. Both last.pt and best.pt were there. Opened results.csv and confirmed 15 full epochs completed with mAP50 around 0.87, precision and recall both near 0.99. Nothing lost. Training is paused at epoch 15/50 waiting for GPU quota to reset. Resume plan is loading last.pt with resume=True so it picks up exactly where it left off. βββββββββββββββββββββββ BUILDING THE APP While waiting on GPU access built out the full local pipeline. detector.py -runs model.track() each frame using ByteTrack andreturns detections with track IDs cart.py - handles a virtual tripwire line, items crossing down get added to the cart, crossing back up removes them, grace counter stops brief tracking losses from wiping items instantly prices.py - reads prices.json at startup and calculates subtotal plus Ontario HST 13% display.py - draws the tripwire line and bounding boxes onto the camera feed each frame main.py - ties everything together, Tkinter dark themed panel showing the live cart and total, OpenCV camera window showing the annotated feed, both running together ββββββββββββββββββββββ PROBLEMS Several source files were empty on disk, had to repaste everything. Stale pycache was loading a broken cached version of detector.py. Ultralytics and opencv were not installed locally. prices.json was empty and throwing a JSON error on startup. Wrong camera index was hitting the built in webcam instead of the external one. Local best.pt was a placeholder with nothing in it, temporarily swapped in yolov8n.pt to test the pipeline then pulled the real checkpoint down from Drive. βββββββββββββββββββββββ WHERE THINGS ARE AT Pipeline is fully working end to end. Camera feed shows the tripwire line and bounding boxes, items crossing get added to the cart panel with their price, subtotal and HST update live, total shows in green. Detection is decent for 15 epochs, right general categories but not perfectly precise yet which is expected. Once GPU access comes back finishing the remaining 35 epochs then swapping in the final best.pt."}]...
|
Title: KARTX by @Eben-Siyabalapitiya | Stardance
Title: KARTX by @Eben-Siyabalapitiya | Stardance
Devlogs:
DEVLOG 1 β Setting Up Vision Model Training & Project Structure βββββββββββββββββββββββ TRAINING Found a grocery dataset on Roboflow with 80k+ images across 17 categories. Set up training on Google Colab using a free T4 GPU with YOLOv8n, 50 epochs, image size 640, batch 16, output saving straight to Google Drive. Left it running overnight. Woke up to find it stopped at epoch 16. Colab hit the free GPU usage limit and killed the session mid run. Checked the weights folder in Drive and it looked empty at first, thought all progress was gone. Turns out Colab had been auto incrementing folder names each restart so the actual checkpoints were in kart2/weights/ the whole time. Both last.pt and best.pt were there. Opened results.csv and confirmed 15 full epochs completed with mAP50 around 0.87, precision and recall both near 0.99. Nothing lost. Training is paused at epoch 15/50 waiting for GPU quota to reset. Resume plan is loading last.pt with resume=True so it picks up exactly where it left off. βββββββββββββββββββββββ BUILDING THE APP While waiting on GPU access built out the full local pipeline. detector.py -runs model.track() each frame using ByteTrack andreturns detections with track IDs cart.py - handles a virtual tripwire line, items crossing down get added to the cart, crossing back up removes them, grace counter stops brief tracking losses from wiping items instantly prices.py - reads prices.json at startup and calculates subtotal plus Ontario HST 13% display.py - draws the tripwire line and bounding boxes onto the camera feed each frame main.py - ties everything together, Tkinter dark themed panel showing the live cart and total, OpenCV camera window showing the annotated feed, both running together ββββββββββββββββββββββ PROBLEMS Several source files were empty on disk, had to repaste everything. Stale pycache was loading a broken cached version of detector.py. Ultralytics and opencv were not installed locally. prices.json was empty and throwing a JSON error on startup. Wrong camera index was hitting the built in webcam instead of the external one. Local best.pt was a placeholder with nothing in it, temporarily swapped in yolov8n.pt to test the pipeline then pulled the real checkpoint down from Drive. βββββββββββββββββββββββ WHERE THINGS ARE AT Pipeline is fully working end to end. Camera feed shows the tripwire line and bounding boxes, items crossing get added to the cart panel with their price, subtotal and HST update live, total shows in green. Detection is decent for 15 epochs, right general categories but not perfectly precise yet which is expected. Once GPU access comes back finishing the remaining 35 epochs then swapping in the final best.pt....
|
1793865320.919575
|
1794729320.919575
|
|
1977
|
Purrfect Day by @juhi | Stardance
|
juhi
|
0
|
0.0
|
0
|
[]
|
[{"post_id": 343, "ts": "2026- [{"post_id": 343, "ts": "2026-06-01T17:24:51Z", "hours": 0.0, "text": "π"}]...
|
Title: Purrfect Day by @juhi | Stardance
Devlogs: Title: Purrfect Day by @juhi | Stardance
Devlogs:
π...
|
1793865322.7745385
|
1794729322.7745385
|
|
27854
|
My very own WebOS by @tengenrusei | Stardance
|
tengenrusei
|
0
|
0.0
|
0
|
[]
|
[{"post_id": 17907, "ts": "202 [{"post_id": 17907, "ts": "2026-06-28T20:51:41Z", "hours": 0.0, "text": "I honestly do not understand the tutorial but I was able to organize my files and place my os name and time but it has some errors :("}]...
|
Title: My very own WebOS by @tengenrusei | Stardan Title: My very own WebOS by @tengenrusei | Stardance
Devlogs:
I honestly do not understand the tutorial but I was able to organize my files and place my os name and time but it has some errors :(...
|
1793865326.3026793
|
1794729326.3026793
|
|
13511
|
OSO Keyboard by @vamshikrishnaramasamy | Stardance
|
vamshikrishnaramasamy
|
0
|
44.0
|
0
|
[]
|
[{"post_id": 13374, "ts": "202 [{"post_id": 13374, "ts": "2026-06-21T22:09:24Z", "hours": 25.0, "text": "HOLY I KNEW nOTHING aBoUt PCB desingngnnnnn. i made so many mistakes both on the pcb and on the cad. i had to go and fix those, it toookk ssooooooooooooo long πππππππππππππππππππππππππ"}, {"post_id": 10866, "ts": "2026-06-17T20:27:45Z", "hours": 1.0, "text": "i think it more or less done, weβll seeβ¦"}, {"post_id": 7640, "ts": "2026-06-12T19:22:04Z", "hours": 5.0, "text": "PCB is SO annoying. I keep running into problemsss"}, {"post_id": 6669, "ts": "2026-06-11T05:37:33Z", "hours": 6.0, "text": "Getting PCB ready to be printed!!!"}, {"post_id": 5998, "ts": "2026-06-10T01:57:39Z", "hours": 4.0, "text": "OOF. Huge session but extremely productive. I got a lot of work done on the circuitry side! I revamped it to use an ESP32 as the brains so that the entire thing would be more programmable and customizable!"}, {"post_id": 5401, "ts": "2026-06-09T04:44:35Z", "hours": 3.0, "text": "Just added my, ehm, special feature! more on that soonβ¦"}, {"post_id": 5268, "ts": "2026-06-08T23:49:42Z", "hours": 0.0, "text": "working on circuitry for first time (GPT helped)!"}, {"post_id": 5219, "ts": "2026-06-08T22:35:30Z", "hours": 0.0, "text": "Working an open source moddable kb!"}]...
|
Title: OSO Keyboard by @vamshikrishnaramasamy | St Title: OSO Keyboard by @vamshikrishnaramasamy | Stardance
Devlogs:
Working an open source moddable kb!
working on circuitry for first time (GPT helped)!
Just added my, ehm, special feature! more on that soonβ¦
OOF. Huge session but extremely productive. I got a lot of work done on the circuitry side! I revamped it to use an ESP32 as the brains so that the entire thing would be more programmable and customizable!
Getting PCB ready to be printed!!!
PCB is SO annoying. I keep running into problemsss
i think it more or less done, weβll seeβ¦
HOLY I KNEW nOTHING aBoUt PCB desingngnnnnn. i made so many mistakes both on the pcb and on the cad. i had to go and fix those, it toookk ssooooooooooooo long πππππππππππππππππππππππππ...
|
1793865327.157883
|
1794729327.157883
|
|
27878
|
Maestro by @yaasshh | Stardance
|
yaasshh
|
0
|
10.38
|
0
|
[]
|
[{"post_id": 20015, "ts": "202 [{"post_id": 20015, "ts": "2026-07-01T14:43:58Z", "hours": 10.3825, "text": "I have been working on a custom macro pad, which is based on the HackPad. I had an idea of making it usable with external apps through APIs and other integrations. I completed the PCB quite a while ago. I have put about 14 hours of total work into this, although I have only logged close to 10 hours. The other four hours were unlogged because I was working on a different laptop, but that is fine since it is only a few hours. The device itself is a macro pad with: Six MK-style switches One rotary encoder An OLED screen The PCB is quite impressive; I added some silkscreens to make it look aesthetically pleasing, which I hope will come across well in the finalized product. I designed the case in three parts: (a) The base (b) The plate (c) The top part that encloses everything The top part leaves space so that the screen can be viewed, making for a really nice, aesthetic-looking piece of hardware. I have decided to call it Maestro because it fits the theme I have going for it. It is going to be something I use in my daily life to shorten my work time and streamline my workflows. I am pretty excited for the funding to go out so I can start working on this."}]...
|
Title: Maestro by @yaasshh | Stardance
Devlogs:
I Title: Maestro by @yaasshh | Stardance
Devlogs:
I have been working on a custom macro pad, which is based on the HackPad. I had an idea of making it usable with external apps through APIs and other integrations. I completed the PCB quite a while ago. I have put about 14 hours of total work into this, although I have only logged close to 10 hours. The other four hours were unlogged because I was working on a different laptop, but that is fine since it is only a few hours. The device itself is a macro pad with: Six MK-style switches One rotary encoder An OLED screen The PCB is quite impressive; I added some silkscreens to make it look aesthetically pleasing, which I hope will come across well in the finalized product. I designed the case in three parts: (a) The base (b) The plate (c) The top part that encloses everything The top part leaves space so that the screen can be viewed, making for a really nice, aesthetic-looking piece of hardware. I have decided to call it Maestro because it fits the theme I have going for it. It is going to be something I use in my daily life to shorten my work time and streamline my workflows. I am pretty excited for the funding to go out so I can start working on this....
|
1793865328.9021776
|
1794729328.9021776
|
|
44093
|
WORK BOARD by @juhi | Stardance
|
juhi
|
0
|
17.0
|
0
|
[]
|
[{"post_id": 41142, "ts": "202 [{"post_id": 41142, "ts": "2026-08-05T05:02:26Z", "hours": 17.0, "text": "A simple productivity dashboard that brings together everything you need while studying or working"}]...
|
Title: WORK BOARD by @juhi | Stardance
Devlogs:
A Title: WORK BOARD by @juhi | Stardance
Devlogs:
A simple productivity dashboard that brings together everything you need while studying or working...
|
1793865330.6590016
|
1794729330.6590016
|
|
52509
|
NULL
|
NULL
|
0
|
0.0
|
0
|
[]
|
[]
|
|
1793865332.4049087
|
1794729332.4049087
|
|
45914
|
AURA Core by @vishruthathreyas | Stardance
|
vishruthathreyas
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: AURA Core by @vishruthathreyas | Stardance
|
1793865334.153093
|
1794729334.153093
|
|
52544
|
NULL
|
NULL
|
0
|
0.0
|
0
|
[]
|
[]
|
|
1793865337.05176
|
1794729337.05176
|
|
44097
|
My very own WebOS by @Tanojimo | Stardance
|
Tanojimo
|
0
|
0.0
|
0
|
[]
|
[]
|
Title: My very own WebOS by @Tanojimo | Stardance
|
1793865339.9122567
|
1794729339.9122567
|
|
52549
|
NULL
|
NULL
|
0
|
0.0
|
0
|
[]
|
[]
|
|
1793865341.6900816
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1794729341.6900816
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50772
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Something something by @CassianWray | Stardance
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CassianWray
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0
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9.58
|
0
|
[]
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[{"post_id": 51179, "ts": "202 [{"post_id": 51179, "ts": "2026-08-20T18:00:06Z", "hours": 1.95, "text": "I finally completed the case. I am so happy with this even though its not that good looking. Designing the case probably took me the longest out of all. Not pretty at all and I know it looks basic af but I created it and I am happy that I did."}, {"post_id": 50527, "ts": "2026-08-19T18:29:39Z", "hours": 3.45, "text": "Finally Completed the PCB design properly. I started with the case design and I am completely lost and donβt know what to do. Like I cannot even use a designing software properly."}, {"post_id": 49780, "ts": "2026-08-18T18:23:56Z", "hours": 4.1836, "text": "I worked on the designing of the keyboard. My plan is a 12 key keyboard with the essential keys required for gaming so I can use it for gaming myself. Anyway I have been at it almost the entire day but most of the time has been spent trying to figure out how to operate the kicad, watching youtube tutorial and reading documents so only 4 hr was logged. Anyway I have completed the pcb design but I donβt know how its getting some warnings. This is my first time making a hardware project so I donβt even know what is happening. Anyone who knows hardware please give me some feedback."}]...
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Title: Something something by @CassianWray | Stard Title: Something something by @CassianWray | Stardance
Devlogs:
I worked on the designing of the keyboard. My plan is a 12 key keyboard with the essential keys required for gaming so I can use it for gaming myself. Anyway I have been at it almost the entire day but most of the time has been spent trying to figure out how to operate the kicad, watching youtube tutorial and reading documents so only 4 hr was logged. Anyway I have completed the pcb design but I donβt know how its getting some warnings. This is my first time making a hardware project so I donβt even know what is happening. Anyone who knows hardware please give me some feedback.
Finally Completed the PCB design properly. I started with the case design and I am completely lost and donβt know what to do. Like I cannot even use a designing software properly.
I finally completed the case. I am so happy with this even though its not that good looking. Designing the case probably took me the longest out of all. Not pretty at all and I know it looks basic af but I created it and I am happy that I did....
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1793865343.7813513
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1794729343.7813513
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42594
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CMHP (Clean Minimalistic Home Page) by @Tuguldur | CMHP (Clean Minimalistic Home Page) by @Tuguldur | Stardance...
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Tuguldur
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0
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0.0
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0
|
[]
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[]
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Title: CMHP (Clean Minimalistic Home Page) by @Tug Title: CMHP (Clean Minimalistic Home Page) by @Tuguldur | Stardance...
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1793865345.5174341
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1794729345.5174341
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|
56011
|
asd by @RespectableDot | Stardance
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RespectableDot
|
0
|
0.0
|
0
|
[]
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[]
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Title: asd by @RespectableDot | Stardance
|
1793865346.359065
|
1794729346.359065
|
|
56018
|
bob by @Bobfish6598 | Stardance
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Bobfish6598
|
0
|
0.0
|
0
|
[]
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[]
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Title: bob by @Bobfish6598 | Stardance
|
1793865350.7103517
|
1794729350.7103517
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|
56019
|
bob by @Bobfish6598 | Stardance
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Bobfish6598
|
0
|
0.0
|
0
|
[]
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[]
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Title: bob by @Bobfish6598 | Stardance
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1793865352.5179374
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1794729352.5179374
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