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YouTube transcript API: full text and timestamps from links, keyword searches or channels for $0.005 a video (Python, curl, MCP)

YouTube transcript API: full text and timestamps from links, keyword searches or channels for $0.005 a video (Python, curl, MCP)

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7 min read
Your On-Device Model Is a Deploy Artifact, Not a Library

Your On-Device Model Is a Deploy Artifact, Not a Library

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1 min read
AliExpress best sellers with real prices for dropshippers: skip the new-shopper teaser

AliExpress best sellers with real prices for dropshippers: skip the new-shopper teaser

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3 min read
How to scrape a public Telegram channel without an account or API key

How to scrape a public Telegram channel without an account or API key

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2 min read
Lock the Glossary Before the Model Writes: A Term-Contract Checker for Docs Drafts

Lock the Glossary Before the Model Writes: A Term-Contract Checker for Docs Drafts

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7 min read
Image Compressor: Getting a 1.6 MB Hero JPEG Under 200 KB Without Ruining It

Image Compressor: Getting a 1.6 MB Hero JPEG Under 200 KB Without Ruining It

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5 min read
How Regularization Prevents Overfitting in ML (Simple Guide)

How Regularization Prevents Overfitting in ML (Simple Guide)

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7 min read
Count the Clocks Before Characterization Tests: A Nondeterminism Census for Messy Repos

Count the Clocks Before Characterization Tests: A Nondeterminism Census for Messy Repos

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5 min read
Export posts from public Telegram channels to JSON or CSV with Python (no API keys, no phone number)

Export posts from public Telegram channels to JSON or CSV with Python (no API keys, no phone number)

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3 min read
Changing PDF Page Size with Python

Changing PDF Page Size with Python

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4 min read
What Broke After I Moved My Agent's Rules into a CLI (And How Synthetic Scars Reshaped ag_ops v2.1)

What Broke After I Moved My Agent's Rules into a CLI (And How Synthetic Scars Reshaped ag_ops v2.1)

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17 min read
Trading MT5 from Python on a Mac or Linux

Trading MT5 from Python on a Mac or Linux

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6 min read
DeepSeek V4 Pro API: what reasoning_effort and max_tokens actually do

DeepSeek V4 Pro API: what reasoning_effort and max_tokens actually do

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3 min read
How to Audit Python Environments for Malicious .pth Files

How to Audit Python Environments for Malicious .pth Files

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5 min read
Turtle Trading Backtest Results: 26 Markets, -57.7%

Turtle Trading Backtest Results: 26 Markets, -57.7%

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6 min read
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