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Free Model Tokens Are a Measurement Budget, Not a Demo Fund

Free Model Tokens Are a Measurement Budget, Not a Demo Fund

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6 min read
Building Sofi: Exploring a More Local and Accessible Future for AI 🤖

Building Sofi: Exploring a More Local and Accessible Future for AI 🤖

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5 min read
A Free-Tier LLM Gateway: Routing, Caching, and Failover in About 200 Lines

A Free-Tier LLM Gateway: Routing, Caching, and Failover in About 200 Lines

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5 min read
The Edge Where Free AI Code Breaks

The Edge Where Free AI Code Breaks

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4 min read
Improve AI Output with a News Feed: Ground LLM Answers in Live Coverage

Improve AI Output with a News Feed: Ground LLM Answers in Live Coverage

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6 min read
I'm a 14yo solo dev wrestling with AST parsing & token bloat in my autonomous Coder beta – any tips?

I'm a 14yo solo dev wrestling with AST parsing & token bloat in my autonomous Coder beta – any tips?

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1 min read
JX N-Body Engine 0.1.0: Arbitrary-Precision Python and Numerical Validation

JX N-Body Engine 0.1.0: Arbitrary-Precision Python and Numerical Validation

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7 min read
26% of my Claude Code tokens came from subagents I never looked at

26% of my Claude Code tokens came from subagents I never looked at

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4 min read
What's an event loop anyways?

What's an event loop anyways?

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8 min read
iCloud Silently Evicted 69 Article Files and Killed 4 Days of Publishing: EDEADLK and a read_text_resilient Design

iCloud Silently Evicted 69 Article Files and Killed 4 Days of Publishing: EDEADLK and a read_text_resilient Design

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22 min read
Finding Network Blind Spots: A Practical Guide to Scanning and Scripting with ScanSearch

Finding Network Blind Spots: A Practical Guide to Scanning and Scripting with ScanSearch

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4 min read
We fixed the eval platform we're competing on: a TypeError that crashed three benchmark pipelines

Summer Bug Smash: Clear the Lineup 🐛🛹

We fixed the eval platform we're competing on: a TypeError that crashed three benchmark pipelines

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3 min read
5 states, 2 working filters: scraping US childcare license registries

5 states, 2 working filters: scraping US childcare license registries

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4 min read
Same API standard, four incompatible schemas: scraping state cosmetology license registries

Same API standard, four incompatible schemas: scraping state cosmetology license registries

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4 min read
Google Trends API: the 200 OK that means you got soft-blocked

Google Trends API: the 200 OK that means you got soft-blocked

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4 min read
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