₿en Weeks ⚡ on nostr

Totally possible, but the next challenge will be how to build other agents that can peer review the PRs. UX Tester / Architect Review / etc. to tidy up the creation so it’s pretty much ready for merging. Also, deploying to an emulator that’s just a click away for reviewers might make reviewing easier too?

BenGWeeks

1767751607

Very cool. Does AI help with PCB board design yet? I had a go a few months ago for the FOSSA ATM project but the learning curve was more than I had time for at the time.

BenGWeeks

1767751022

Nice little project where he started using Claude Code using some sample code from another repo to connect to an ECUMaster black ECU.

The video is a mock data being fed to the app.

Can’t wait to plug it into the car and see what Claude can make of the CAN bus messages.

This was actually an aside to creating a CAD design for the screen surround.

Sounds like he might be doing a custom branded screen for the Bitcoin Racing guys (are they on here)?

https://github.com/RobotechyShop/robodash

@note140xtq...

BenGWeeks

1767722711

AI will start to help with that too this year I think :-)

BenGWeeks

1767713167

Well done on your first PR son :-) @nprofile1q... https://github.com/RobotechyShop/robodash/pull/20

BenGWeeks

1767704770

Here's yours @nprofile1q... clearly exponential - although sipping pina coladas on the beach in Dec?! :-)

dergigi - GitHub Activity Analysis

Monthly Contribution Trajectory (Jan 2025 - Jan 2026)

Jan 2025: ████████████████████ 200
Feb 2025: ███████████████████ 195
Mar 2025: ██████████████████████████ 228
Apr 2025: ███████████████████████████████████████ 358
May 2025: ██████████████████████████████████████████████ 426
Jun 2025: ████████████████████████████████████████████████████████████ 575
Jul 2025: ████████████████████████████████████████████████████████████████████████████████████████ 867
Aug 2025: ████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████ 1,626
Sep 2025: ████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████ 1,327
Oct 2025: ███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████ 1,479
Nov 2025: ██████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████ 1,386
Dec 2025: ████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████ 1,247
Jan 2026: ████████████████████████████ 81 (6 days)

Quarterly Growth Pattern

| Quarter | Contributions | Growth |
|---------|---------------|---------------|
| Q1 2025 | 623 | baseline |
| Q2 2025 | 1,359 | +118% |
| Q3 2025 | 3,820 | +513% from Q1 |
| Q4 2025 | 4,112 | +560% from Q1 |

Year-to-Date Stats

- Total contributions: 9,995
- Total commits: 7,046
- Peak single day: 308 contributions (Oct 14, 2025)
- Other peak days: Oct 15 (293), Oct 2 (231), Aug 19 (200)

Christmas Build Period (Dec 20 - Jan 4)

- 111 contributions - a quieter period compared to the intense autumn months
- Notable spike on Jan 3 (67 contributions) suggesting post-holiday surge

Projects Worked On

- OpenSats/website - Primary focus (86 events)
- vibeline-ui - Voice AI interface (27 events)
- vibeline - Voice AI backend (19 events)
- lookmarks - Bookmark tool (12 events)
- bitcoin-resources - Educational resources

Assessment: Exponential Path?

Verdict: Definitively exponential - already at scale.

dergigi's contribution pattern shows a developer who has fully embraced exponential output. The 6.6x increase from Q1 to Q4 2025 is striking, but what's more remarkable is the absolute volume - nearly 10,000 contributions in a single year.

The trajectory follows a classic exponential curve: steady foundation in Q1, acceleration in Q2, then explosive growth from July onwards where monthly contributions frequently exceeded 1,000. August 2025 alone (1,626 contributions) nearly tripled the entire Q1 output.

The sustained high output through Q4 (maintaining 1,200-1,400+ contributions per month) suggests this isn't a temporary spike but a new baseline. This is what "post-AI development velocity" looks like at full throttle - a developer already operating at the far end of the exponential curve

Recent Notes