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Carloscodix/qaplapublicCgithub.com/Carloscodix/qapla
Carloscodix avatar

qapla

A char-level transformer trained from scratch on an $8 ESP32-S3. Not inference: the chip runs the full training loop, with backprop written by hand in C.

COTHERDECLINING VELOCITY1 SOURCESTRENDING #1269

// OWNER · Carloscodix · REPO SNAPSHOT

github.com/Carloscodix

Carloscodix

A char-level transformer trained from scratch on an $8 ESP32-S3. Not inference: the chip runs the full training loop, with backprop written by hand in C.

STARS61+0 · 7d
FORKS3+0 · 7d
CONTRIBUTORS0maintainer graph thin
OPEN ISSUES · PRS1· 0 
LICENSEno license file
LANGUAGEC 
FOUNDED
LOCATION
MEMBERS
PUBLIC REPOS
TOTAL STARS
FOCUS
FUNDING

//STAR HISTORY · 12M

+0 all-time-window
Star history not yet available
We don't have a sampled star timeline for Carloscodix/qapla yet. The chart populates once the daily snapshot pass collects its first data points for this repo.
//WHY IT'S TRENDING· expert verdict · 85% confidence

Unknown repository with minimal signal footprint.

Carloscodix/qapla shows a single-source burst on Hacker News (rank 6) with zero GitHub, HuggingFace, or developer community traction. The repository itself is barely discoverable—no meaningful cross-platform presence, no technical documentation surfaced, and Bluesky mentions are empty despite a rank 7 placement.

Why now: Likely a single HN submission or comment drove a brief spike; no sustained or organic developer interest.

  • Only HN (rank 6) and Bluesky (rank 7, score 0) show any signal—2 of 8 possible sources, with Bluesky having zero actual engagement
  • GitHub absent from sources despite being the primary platform for a repo entity; no GH stars, forks, or velocity data surfaced
  • 168 of 200 pool items are single_source—this is in the noise majority, not an outlier
  • Ours rank 42 vs external rank 17 with maxRankGap of only 1 suggests minimal data points, not genuine disagreement

Considerations: HN rank 6 could indicate a single viral post or comment thread by the author. No GitHub presence for a 'repo' entity is disqualifying—either the repo doesn't exist, is private, or has zero adoption. Score 0 on Bluesky with rank 7 suggests algorithmic artifact, not human interest.

EMERGING SIGNAL · Ignore: Do not allocate attention unless GitHub presence and multi-source signal emerges organically.

Sources: Hacker News mentions of Carloscodix/qapla · Bluesky search: Carloscodix/qapla

↻ refreshed 22m ago· next sync in 43m· sourced from 1 channel · 1 mention / 24h

Methodology: synthesized from this project's own documentation, live GitHub data, third-party coverage, and multi-platform signal convergence — by AISO.tools.

FAQ · answers from the data spine

What is Carloscodix/qapla?
A char-level transformer trained from scratch on an $8 ESP32-S3. Not inference: the chip runs the full training loop, with backprop written by hand in C.
Who maintains qapla?
Maintained by Carloscodix (the owner) on GitHub.
What language is qapla written in?
Primarily C.
When was qapla created? When was the last update?
Created August 4, 2026 · last commit August 4, 2026.
How do I install qapla?
Clone the repo:
git clone https://github.com/Carloscodix/qapla.git
Then follow the README in the cloned directory.
Is qapla actively maintained?
stalled — no commits for an extended period

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