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We rebuilt our Kalshi API starter from its own prompt. Live data found five bugs.

We rebuilt our Kalshi API starter from its own prompt. Live data found five bugs.

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12 min read
Multi-Class Log Loss Explained: Math, MLE & Python Code

Multi-Class Log Loss Explained: Math, MLE & Python Code

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5 min read
vLLM Speculative Decoding: 1.8x Faster Alone, Slower at 32 Users

vLLM Speculative Decoding: 1.8x Faster Alone, Slower at 32 Users

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7 min read
URL Encoder / Decoder: Why My Report Link Lost Half Its Query String (and the Percent-Encoding Fix in Python, Node, and the Browser)

URL Encoder / Decoder: Why My Report Link Lost Half Its Query String (and the Percent-Encoding Fix in Python, Node, and the Browser)

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5 min read
Validate a ratio before formatting it as a percentage

Validate a ratio before formatting it as a percentage

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2 min read
1,115 more DRAT proofs: Proposition 39 on the way to A(8) <= 10

1,115 more DRAT proofs: Proposition 39 on the way to A(8) <= 10

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10 min read
Routing Agent Jobs on p95 Time-to-First-Token, Not Average Latency

Routing Agent Jobs on p95 Time-to-First-Token, Not Average Latency

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5 min read
Build a Clip-Join Review Sheet With FFmpeg

Build a Clip-Join Review Sheet With FFmpeg

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3 min read
How to Package Shared Python Libraries with pyproject.toml

How to Package Shared Python Libraries with pyproject.toml

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4 min read
An offline assistant that reads your documents with Gemma 4 on your own GPU, then builds upload-ready files to each portal's exact rules.

An offline assistant that reads your documents with Gemma 4 on your own GPU, then builds upload-ready files to each portal's exact rules.

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9 min read
Scraping a site behind a login in Python (and why I go for the API instead)

Scraping a site behind a login in Python (and why I go for the API instead)

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5 min read
Facebook Ad Library scraper: how to get ads as JSON or CSV (Python, API, no code)

Facebook Ad Library scraper: how to get ads as JSON or CSV (Python, API, no code)

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4 min read
farmAI

farmAI

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1 min read
How to check if ChatGPT, Gemini, Claude and Perplexity mention your brand (free Python script)

How to check if ChatGPT, Gemini, Claude and Perplexity mention your brand (free Python script)

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4 min read
Zero-Gas Autonomous Agents: Account Abstraction on Base L2

Zero-Gas Autonomous Agents: Account Abstraction on Base L2

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2 min read
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