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An LLM API call, in 4 GIFs

Statelessness and cost-saving tips

An LLM API call, in 4 GIFs

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4 min read
How Model Distillation Actually Works (and What the 'China Distilled Our Model' Headlines Really Mean)

How Model Distillation Actually Works (and What the 'China Distilled Our Model' Headlines Really Mean)

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6 min read
Your AI Agent Just Crashed at Step 9 of 12. Here's How to Make That Not Matter.

Your AI Agent Just Crashed at Step 9 of 12. Here's How to Make That Not Matter.

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7 min read
ai, deepseek, machinelearning

ai, deepseek, machinelearning

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5 min read
Stop Pasting Your Code Into ChatGPT For Debugging—Run LLMs Locally Instead

Stop Pasting Your Code Into ChatGPT For Debugging—Run LLMs Locally Instead

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4 min read
Pydantic AI vs LangChain vs instructor: structured LLM outputs compared

Pydantic AI vs LangChain vs instructor: structured LLM outputs compared

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5 min read
OmniRetrieval: Source-Native Query Dispatch

OmniRetrieval: Source-Native Query Dispatch

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6 min read
The .txt File as the Soul of a Personal AI — FileRAG Memory Architecture

The .txt File as the Soul of a Personal AI — FileRAG Memory Architecture

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4 min read
I built a Rust LLM inference engine with custom WGSL GPU kernels, here's what I learned!

I built a Rust LLM inference engine with custom WGSL GPU kernels, here's what I learned!

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1 min read
5 Things That Look Terrible as Plain Text (And How OpenUI Fixes Them)

5 Things That Look Terrible as Plain Text (And How OpenUI Fixes Them)

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9 min read
Tracking Five Upstreams, Fuzzing the Parsers, and a Front Door: What Changed in llm-cli-gateway

Tracking Five Upstreams, Fuzzing the Parsers, and a Front Door: What Changed in llm-cli-gateway

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8 min read
I am new here

I am new here

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1 min read
When You Swap Your AI Agent's Brain — Everything Breaks

When You Swap Your AI Agent's Brain — Everything Breaks

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6 min read
The Most Annoying Part of AI Coding Isn’t Bad Code

The Most Annoying Part of AI Coding Isn’t Bad Code

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1 min read
5 walls I hit shipping an AI reading app from West Africa (and what I'd tell past-me)

5 walls I hit shipping an AI reading app from West Africa (and what I'd tell past-me)

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5 min read
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