Collections
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rerun the pipeline
Third time's the green tick: the universal fix for flaky CI, embroidered...
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just a small refactor
Forty files changed, four thousand lines: famous last words before a giant...
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works on my machine
Then we'll ship your machine: the oldest alibi in software, embroidered in...
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rm -rf .git
No history, no problems: the nuclear option for a repo gone wrong,...
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git reset --hard
Back to a clean slate, and the afternoon's work with it: the...
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git rebase -i HEAD~42
Pick, squash, reword, regret: forty-two commits and one interactive afternoon, embroidered in...
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git commit --amend
That typo never happened: the quiet rewrite of your last commit, embroidered...
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Permission denied
Two words, zero negotiation: the shortest no in computing, embroidered in IDE...
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Kernel Restarting
Goodbye, unsaved dataframe: the notebook's way of saying not today, embroidered in...
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git push --force
It worked on my branch. Now it works on everyone's: the command...
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git commit -m "fix"
Fixed what? Yes: the most honest commit message in any repo, embroidered...
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429 Too Many Requests
Back off exponentially and try again: every API's way of saying slow...
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Segmentation fault
No stack trace, no apology, just a core dump: the crash that...
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ModuleNotFoundError
You did run pip install. Just not in this environment: the first...
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CUDA out of memory
Halve the batch size, try again, repeat: the last line of every...
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>>> RuntimeError
Read it from the bottom up: the REPL's least favourite reply, embroidered...
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Git Crimes
Every repo has a crime scene. The commands that rewrite, reset or...
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Fatal Errors
Every developer has met them. The messages that end a run, a...
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import xgboost as xgb
Boost until the leaderboard moves: the first line of every Kaggle winner,...
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import transformers
Attention is all you need: the first line of every LLM project,...
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import sklearn
Fit, predict, score: the first line of every classic ML pipeline, embroidered...
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import pandas as pd
Rows, columns, groupby: the first line of every dataframe, embroidered in bright...
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import langchain
Prompt, tool, repeat: the first line of every LLM agent, embroidered in...
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import dspy
Programming, not prompting: the first line of every compiled LLM pipeline, embroidered...
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import tensorflow
Where tensors start flowing: the first line of every graph, embroidered in...
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import keras
Stack a few layers, call fit(), ship it: the first line of...
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import torch.nn as nn
Where every network begins: layer one, embroidered in bright IDE colours.
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import python
Every script starts with an import. The first lines of Python's favourite...
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import numpy as np
The first line of every notebook, stitched on in bright IDE colours.
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Projections
3D curves caught inside a cube and seen from every side: one...
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Phase Shift
Two frequencies slightly out of step trace a Lissajous curve: the phase...
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Tied Weights
One strand, three crossings: the trefoil knot, where every weight is shared.
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Sine Of The Times
A helix seen from the side is a sine wave: one curve,...
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Local Minimum
Gradient descent spiralling down until it settles: the local minimum, good enough...
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Feedback Loop
A torus knot that winds round and round into itself: the feedback...
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Butterfly Effect
Flap a wing, change the weather: the Lorenz attractor, chaos theory's strange...
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Random By Design
Every edge a coin flip, and still a giant component appears: the...
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Six Degrees
A ring with a few random shortcuts: the small world where everyone...
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Out Of The Box
A square that grew a dimension: the hypercube, always one move ahead...
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Fully Connected
Every node wired to every other: the complete graph, stitched on.
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Scaling Free
A scale-free network stitched on: a few hubs carry the whole graph.
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Activations
activation functions are the essence of your network’s soul each formula a...
