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Riley Wu

Software engineer by day, open source contributor by night.

Location New York, NY Joined Joined on 
The Endpoint Rule: Local or Free Server?
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The Endpoint Rule: Local or Free Server?

#ai #architecture #llm #opensource
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2 min read
Local-First Inference: When Your Laptop Beats a Cloud API
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Local-First Inference: When Your Laptop Beats a Cloud API

#ai #llm #architecture #cloud
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3 min read
Free-Tier Model Review: A Repeatable Code Audit Pipeline That Costs Nothing
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Free-Tier Model Review: A Repeatable Code Audit Pipeline That Costs Nothing

#ai #llm #devops #productivity
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4 min read
Your LLM Quota Will Run Out: A Fallback Ladder for Free-Tier Apps
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Your LLM Quota Will Run Out: A Fallback Ladder for Free-Tier Apps

#ai #python #architecture #webdev
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5 min read
Batch LLM Jobs Without Breaking the Bank: A Queue-First Architecture for Free Tiers
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Batch LLM Jobs Without Breaking the Bank: A Queue-First Architecture for Free Tiers

#python #llm #architecture #opensource
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4 min read
The Week After the Eval: A Cost-Aware Routing Harness for New Model Drops
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The Week After the Eval: A Cost-Aware Routing Harness for New Model Drops

#ai #llm #productivity #tooling
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5 min read
Hype Cycles Don't Ship My Code: How I Gate New LLMs with a Self-Written Eval Deck
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Hype Cycles Don't Ship My Code: How I Gate New LLMs with a Self-Written Eval Deck

#ai #testing #llm #productivity
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5 min read
Pick Your LLM With a Scoreboard, Not a Hunch: A Two-File Eval That Costs Nothing to Re-Run
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Pick Your LLM With a Scoreboard, Not a Hunch: A Two-File Eval That Costs Nothing to Re-Run

#llm #testing #python #ai
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6 min read
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