Codebase Transformation · January 2026

Weekend
Metamorphosis

165 commits in 53 hours — a complete transformation

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Net Change
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Context

Repository reset to clean state on Friday evening. The initial clean init commit established a 1.79M line foundation. Over 53 hours: framework migration (PyTorch → JAX/TPU), training pipeline completion, and codebase consolidation. Net result: 176K lines removed through intentional pruning.

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01 · TIMELINE

Commit Distribution

165 commits visualized chronologically. Bar height = lines changed. Color = commit type.

Color by
Monday
Sunday PM
Sunday AM
Saturday
02 · PHASES

Day by Day

The transformation unfolded across three days, each with distinct focus and achievements.

03 · ANALYSIS

Work Categories

Commits categorized by primary area of work, based on commit message analysis.

04 · COMMITS

All Changes

Browse all 165 commits with type classification, message, and line counts.

05 · LANDSCAPE

Commit Terrain

Each commit as a point in 3D space. X = time, Y = magnitude, Z = category depth.

Commit Type
Feature
Fix
Refactor
Chore
Other
X → Time (chronological)
Y → Lines changed (log)
Z → Category layer
06 · SUMMARY

Technical Overview

Over 53 hours, the codebase underwent complete transformation: migrating the training framework from PyTorch to JAX/TPU, implementing a complete ML pipeline with 18 data loaders covering 11 training phases, and consolidating the codebase through strategic pruning.

The net deletion of 176K lines reflects intentional refinement — removing legacy PyTorch code, deleting 30+ empty stub files, and consolidating duplicate patterns.

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Duration
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Categories
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Framework Migration
PyTorch → JAX/TPU
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Data Loaders
18 × 11 phases
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Gradient Layers
112/112 healthy
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Cleanup
30+ stubs removed