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6 lessons on testing AI features

6 lessons on testing AI features

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8 min read
🔬 Direction 1 closure on JAMES — when the hypothesis fails but the data turns "7-tier monotonic natural-stop gradient"

Gemma 4 Challenge: Write about Gemma 4 Submission

🔬 Direction 1 closure on JAMES — when the hypothesis fails but the data turns "7-tier monotonic natural-stop gradient"

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2 min read
TokenSpeed and the Quiet Race to Make LLM Inference Boring

TokenSpeed and the Quiet Race to Make LLM Inference Boring

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Comments 1
5 min read
ExLlamaV3 Updates, Unsloth Qwen GGUFs & Phi3 Autonomous Bridge

ExLlamaV3 Updates, Unsloth Qwen GGUFs & Phi3 Autonomous Bridge

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3 min read
Part 8 — Token-by-Token: Why AI Generates Text One Word at a Time (And Why It Costs 4x More)

Part 8 — Token-by-Token: Why AI Generates Text One Word at a Time (And Why It Costs 4x More)

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9 min read
LLM-as-Judge Is Three Decisions

LLM-as-Judge Is Three Decisions

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6 min read
How Large Language Models Work — From Transformers to Conversational AI

How Large Language Models Work — From Transformers to Conversational AI

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4 min read
Three Layers of Tool Call Hardening for AI Agents

Three Layers of Tool Call Hardening for AI Agents

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4 min read
Strict-schema LLM outputs: what we learned shipping to a HIPAA environment

Strict-schema LLM outputs: what we learned shipping to a HIPAA environment

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8 min read
Anthropic’s Multi-Agent Blueprint: What Production Constraints Add

Anthropic’s Multi-Agent Blueprint: What Production Constraints Add

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13 min read
Fine-Tuning Open-Source LLMs on Travel Domain Data: A Practitioner's Guide to LoRA Adapters

Fine-Tuning Open-Source LLMs on Travel Domain Data: A Practitioner's Guide to LoRA Adapters

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7 min read
Como Rastrear Gastos da API OpenAI por Funcionalidade: Guia de Atribuição de Custos

Como Rastrear Gastos da API OpenAI por Funcionalidade: Guia de Atribuição de Custos

Comments 1
12 min read
Prompt Injection in 2026: Still OWASP's Number One LLM Vulnerability

Prompt Injection in 2026: Still OWASP's Number One LLM Vulnerability

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13 min read
An Analysis of the Vibe Coding Concept

An Analysis of the Vibe Coding Concept

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2 min read
You don't need sub-agents

You don't need sub-agents

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Comments 1
5 min read
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