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Gemma 2's Architecture: More Performance from Less Model

Gemma 2's Architecture: More Performance from Less Model

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3 min read
Why Most RAG Systems Fail in Production: The Hidden Architecture Problems Behind AI Search

Why Most RAG Systems Fail in Production: The Hidden Architecture Problems Behind AI Search

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12 min read
Langfuse alternatives: 6 LLM observability tools, sorted by the thing that bites you in month eight

Langfuse alternatives: 6 LLM observability tools, sorted by the thing that bites you in month eight

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4 min read
I Cut My AI Agent's Token Bill by 62% in One Weekend. Here's the Receipts.

I Cut My AI Agent's Token Bill by 62% in One Weekend. Here's the Receipts.

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5 min read
Designing a Self-Prompting Agent Harness with Per-Task Prompt, Tool, and Strategy Synthesis

Designing a Self-Prompting Agent Harness with Per-Task Prompt, Tool, and Strategy Synthesis

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17 min read
Your RAG Retrieved the Right Documents but Still Gave the Wrong Answer

Your RAG Retrieved the Right Documents but Still Gave the Wrong Answer

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2 min read
Fix LLM formatting in the tool layer, not the prompt

Fix LLM formatting in the tool layer, not the prompt

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8 min read
Your LLM reads the whole file. It doesn't have to.

Your LLM reads the whole file. It doesn't have to.

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4 min read
How to Stop AI Agent Cost Blowups Before They Happen

How to Stop AI Agent Cost Blowups Before They Happen

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5 min read
Unit Test AI Guide — Zero Hallucination, Cross-Stack Standard

Unit Test AI Guide — Zero Hallucination, Cross-Stack Standard

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11 min read
Take your benchmark to the people who can kill it

Take your benchmark to the people who can kill it

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9 min read
Perplexity held flat after INT4. Task accuracy dropped 7 points.

Perplexity held flat after INT4. Task accuracy dropped 7 points.

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4 min read
Snowflake Cortex, Explained Like an AI That Lives Next to Your Data

Snowflake Cortex, Explained Like an AI That Lives Next to Your Data

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6 min read
Multi-Model System Design: When One Model Isn't Enough

Multi-Model System Design: When One Model Isn't Enough

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4 min read
Model Routing: Stop Using One Model for Everything

Model Routing: Stop Using One Model for Everything

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5 min read
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