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Token Buckets Do Not Belong on Free Inference

Token Buckets Do Not Belong on Free Inference

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7 min read
The Debug Paste Is a Data Transfer

The Debug Paste Is a Data Transfer

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Comments 1
7 min read
Free Capacity Is Spot. Committed Work Is Not.

Free Capacity Is Spot. Committed Work Is Not.

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5 min read
Sourcing Free Stock Photos Programmatically Without Accidentally Grabbing Unsplash+ Premium Images

Sourcing Free Stock Photos Programmatically Without Accidentally Grabbing Unsplash+ Premium Images

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3 min read
A self-hostable AI workstation with a coding agent and answer-checking (Flywheel 1.0.1)

A self-hostable AI workstation with a coding agent and answer-checking (Flywheel 1.0.1)

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4 min read
Building a Secure & Elegant Anonymous Confession Bot in Discord.py (with Cogs & Rich Logging)

Building a Secure & Elegant Anonymous Confession Bot in Discord.py (with Cogs & Rich Logging)

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1 min read
I let an LLM judge inside Python's if statements, then ran Ansible's own tests on it

I let an LLM judge inside Python's if statements, then ran Ansible's own tests on it

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6 min read
Build an insider-buying screener with Python and SEC Form 4 data

Build an insider-buying screener with Python and SEC Form 4 data

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8 min read
Telethon is alive on Codeberg. Its GitHub repo has been archived since February

Telethon is alive on Codeberg. Its GitHub repo has been archived since February

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3 min read
My filter matched 0 of 1545 rows in production, and the test fixture was the reason nobody noticed

My filter matched 0 of 1545 rows in production, and the test fixture was the reason nobody noticed

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3 min read
Building a Hacker News Scraper with Python and BeautifulSoup

Building a Hacker News Scraper with Python and BeautifulSoup

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2 min read
Oops! Almost Leaked User Data with My AI Feature – A Wake-Up Call from API Terms of Service

Oops! Almost Leaked User Data with My AI Feature – A Wake-Up Call from API Terms of Service

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4 min read
AMD Local LLM Setup on Windows/Linux: ROCm Overrides & Vulkan vs. HIP Benchmarking

AMD Local LLM Setup on Windows/Linux: ROCm Overrides & Vulkan vs. HIP Benchmarking

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1 min read
Making Python code twice as fast with type annotations

Making Python code twice as fast with type annotations

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11 min read
Building a Persistent Smart Contact Book CLI App Using Pure Python

Building a Persistent Smart Contact Book CLI App Using Pure Python

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1 min read
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