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Porting a 128-expert MoE (Gemma-4 26B-A4B) to AWS Inferentia2 — where every rank weighted the wrong experts

Porting a 128-expert MoE (Gemma-4 26B-A4B) to AWS Inferentia2 — where every rank weighted the wrong experts

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6 min read
My Inferentia port matched its reference token-for-token — and still output garbage

My Inferentia port matched its reference token-for-token — and still output garbage

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8 min read
Closing the Loop: Emailing Myself When My Resume Gets Downloaded

Closing the Loop: Emailing Myself When My Resume Gets Downloaded

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5 min read
Porting Gemma-4 12B (the encoder-free multimodal one) to AWS Inferentia2

Porting Gemma-4 12B (the encoder-free multimodal one) to AWS Inferentia2

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4 min read
RAG is for finding. Full context is for deciding.

RAG is for finding. Full context is for deciding.

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4 min read
astrocp: Conformal Prediction con cobertura condicional por clase para astronomía

astrocp: Conformal Prediction con cobertura condicional por clase para astronomía

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3 min read
Introduction to Huffman Trees

Introduction to Huffman Trees

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7 min read
Form D Filings: The Funding Data TechCrunch Misses

Form D Filings: The Funding Data TechCrunch Misses

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4 min read
Build a Slack Bot That Pings You the Moment a Prospect Raises Funding

Build a Slack Bot That Pings You the Moment a Prospect Raises Funding

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3 min read
Repeating Tasks Without Repeating Code

Repeating Tasks Without Repeating Code

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5 min read
#05 – Python File Handling & Exceptions

#05 – Python File Handling & Exceptions

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8 min read
Your AI spend cap probably has a race condition

Your AI spend cap probably has a race condition

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4 min read
How I Built an AI Review Skill That Refuses to Ship Bad Work

How I Built an AI Review Skill That Refuses to Ship Bad Work

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4 min read
Pressure-testing Ota on lead-quorum: native Python truth, repo-local fulfillment, and runtime bind projection

Pressure-testing Ota on lead-quorum: native Python truth, repo-local fulfillment, and runtime bind projection

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5 min read
Your Harness Will Lie to You Before Your Model Does

Your Harness Will Lie to You Before Your Model Does

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7 min read
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