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I Think Therefore I Am… A Big Pain in the A$$

I Think Therefore I Am… A Big Pain in the A$$

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3 min read
LLMs are excellent at novelty. Operations reward determinism.

LLMs are excellent at novelty. Operations reward determinism.

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1 min read
Is Grep All You Need? Grep vs Vector Retrieval for Agentic Search

Is Grep All You Need? Grep vs Vector Retrieval for Agentic Search

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7 min read
Coding Agents Don't Fail at the Start — They Fail in the Middle

Coding Agents Don't Fail at the Start — They Fail in the Middle

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5 min read
When Should You Use GraphRAG Instead of RAG?

When Should You Use GraphRAG Instead of RAG?

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6 min read
Chat With Your Documents Using Garudust Agent — No Vector Database Required

Chat With Your Documents Using Garudust Agent — No Vector Database Required

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4 min read
Prompt engineering for teacher insights with Claude — structured JSON and graceful fallbacks

Prompt engineering for teacher insights with Claude — structured JSON and graceful fallbacks

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4 min read
RAG Series (24): Code RAG — Teaching AI to Understand Your Codebase

RAG Series (24): Code RAG — Teaching AI to Understand Your Codebase

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7 min read
Three RAG failures that look like model problems but aren't

Three RAG failures that look like model problems but aren't

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6 min read
X's Feed Ranking Algorithm: How Grok Ranks 500M Posts in 200ms

X's Feed Ranking Algorithm: How Grok Ranks 500M Posts in 200ms

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8 min read
Why We Ripped Function Overloading Out of Our AI Toolchain

Why We Ripped Function Overloading Out of Our AI Toolchain

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2 min read
AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground

AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground

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3 min read
Choosing the Right RAG Strategy A Complete Decision Guide to Chunking, Agentic RAG, and GraphRAG

Choosing the Right RAG Strategy A Complete Decision Guide to Chunking, Agentic RAG, and GraphRAG

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12 min read
Agent Series (1): What Is an Agent — It's Not Just an LLM That Can Call Tools

Agent Series (1): What Is an Agent — It's Not Just an LLM That Can Call Tools

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9 min read
Claude returned ```json blocks 14% of the time. Here is the Rust crate I wish I had earlier.

Claude returned ```json blocks 14% of the time. Here is the Rust crate I wish I had earlier.

3
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3 min read
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