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Why Your LLM Eval Harness Is Lying to You (And How to Fix It)

Why Your LLM Eval Harness Is Lying to You (And How to Fix It)

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4 min read
Generator-Evaluator Loops for AI Agents

Generator-Evaluator Loops for AI Agents

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5 min read
What’s the best tech stack for AI app development?

What’s the best tech stack for AI app development?

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8 min read
Multi-Stream LLMs: How Parallel Computation Will Unblock Your AI Agents

Multi-Stream LLMs: How Parallel Computation Will Unblock Your AI Agents

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17 min read
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
Tokens: Why ChatGPT Can't Count the R's in 'Strawberry'

Tokens: Why ChatGPT Can't Count the R's in 'Strawberry'

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1 min read
llms.txt and the Quiet Pact Between Sites and Crawlers

llms.txt and the Quiet Pact Between Sites and Crawlers

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5 min read
Stop paying for idle GPUs in your CI: batching LLM eval jobs

Stop paying for idle GPUs in your CI: batching LLM eval jobs

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4 min read
Graph RAG vs Vector RAG: When to Use Each

Graph RAG vs Vector RAG: When to Use Each

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4 min read
Stop Letting AI Agents Break Your Database: Transactional Multi-Agent Workflows with Temporal and Spring AI

Stop Letting AI Agents Break Your Database: Transactional Multi-Agent Workflows with Temporal and Spring AI

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2 min read
Why I Use TRAE: Free LLMs, Stability, and 1M Token Context

Why I Use TRAE: Free LLMs, Stability, and 1M Token Context

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3 min read
LLM output validation: 5 patterns that actually work in production

LLM output validation: 5 patterns that actually work in production

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6 min read
Fine-tuning vs RAG: a decision framework with examples

Fine-tuning vs RAG: a decision framework with examples

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6 min read
How to Stop Your LLM Agent From Looping Itself Into Oblivion

How to Stop Your LLM Agent From Looping Itself Into Oblivion

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5 min read
LongTracer: Open-Source RAG Hallucination Detection Without LLM-as-a-Judge

LongTracer: Open-Source RAG Hallucination Detection Without LLM-as-a-Judge

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12 min read
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