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May The Source Be With You! Articles about Open Source and Free Software as a philosophy, and its application to software development and project management.

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Xolotl - running a 552-billion MoE on one gaming PC, and what it asks of a constrained machine

Xolotl - running a 552-billion MoE on one gaming PC, and what it asks of a constrained machine

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7 min read
A Field Guide to Stopping a Free Model Tier

A Field Guide to Stopping a Free Model Tier

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5 min read
Thank you for the credits: every grant behind Slid Phi Labs

Thank you for the credits: every grant behind Slid Phi Labs

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2 min read
How I run 24/7 background AI agents at my company (overnight)

How I run 24/7 background AI agents at my company (overnight)

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4 min read
Superpowers: Metodologia de desenvolvimento para agentes de cĂłdigo

Superpowers: Metodologia de desenvolvimento para agentes de cĂłdigo

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1 min read
Three Gates Before You Pay for Inference: A Parity Probe Decision-Guide

Three Gates Before You Pay for Inference: A Parity Probe Decision-Guide

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6 min read
An Open-Source Scanner That Tells You Exactly How to Get Quantum-Ready

An Open-Source Scanner That Tells You Exactly How to Get Quantum-Ready

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5 min read
Retry the Cheap Model or Escalate? A Decision Rule for Failed Agent SQL Drafts

Retry the Cheap Model or Escalate? A Decision Rule for Failed Agent SQL Drafts

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6 min read
Introducing GPP

Introducing GPP

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2 min read
Darwin-180B-RSI-R3: VIDRAFT's Self-Improving MoE Model Hits #2 in Math & Science Reasoning Globally

Darwin-180B-RSI-R3: VIDRAFT's Self-Improving MoE Model Hits #2 in Math & Science Reasoning Globally

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4 min read
Building a 2,135-Project Static Showcase (No Database, No Framework, No Regrets)

Building a 2,135-Project Static Showcase (No Database, No Framework, No Regrets)

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4 min read
nbxtensor: a tensor library for inference that doesn't need PyTorch

nbxtensor: a tensor library for inference that doesn't need PyTorch

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6 min read
Building Token Budgets for Spring AI: The Problems I Didn't Expect

Building Token Budgets for Spring AI: The Problems I Didn't Expect

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9 min read
Bifrost vs LiteLLM Rust: Do the 7x Benchmark Claims Hold Up?

Bifrost vs LiteLLM Rust: Do the 7x Benchmark Claims Hold Up?

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5 min read
How we made a 4.5B model think only when it changes the answer

How we made a 4.5B model think only when it changes the answer

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6 min read
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