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Prompt Pad: Frame Your Persona for Better AI Answers

Prompt Pad: Frame Your Persona for Better AI Answers

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1 min read
I Ran 6 n8n AI Workflows on a 1.8B Local Model: 192 Runs, 0 Broken JSON, 7 Fake Hot Leads

I Ran 6 n8n AI Workflows on a 1.8B Local Model: 192 Runs, 0 Broken JSON, 7 Fake Hot Leads

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7 min read
The Anatomy of an Agent That Actually Works

The Anatomy of an Agent That Actually Works

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8 min read
Retrieval Is Not a Safety Boundary: Poisoned-Corpus and Unsupported-Question Evaluation of a RAG Pipeline

Retrieval Is Not a Safety Boundary: Poisoned-Corpus and Unsupported-Question Evaluation of a RAG Pipeline

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7 min read
Pattern Guardrails Under Mutation: A Three-Metric Evaluation of Two Agent Safety Layers

Pattern Guardrails Under Mutation: A Three-Metric Evaluation of Two Agent Safety Layers

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6 min read
Prevent AI Contact Center Agents from Violating Business Policies and Hallucinating Tool Actions

Prevent AI Contact Center Agents from Violating Business Policies and Hallucinating Tool Actions

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8 min read
Is MCP Just a Fancier Function Calling Wrapper?

Is MCP Just a Fancier Function Calling Wrapper?

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5 min read
The Agent That Writes the Code Cannot Be the One That Certifies It

The Agent That Writes the Code Cannot Be the One That Certifies It

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3 min read
NYT Sues Brave, Calling Its Search API an 'Illicit Source.' 5 AI Firms Are Named Buyers

NYT Sues Brave, Calling Its Search API an 'Illicit Source.' 5 AI Firms Are Named Buyers

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7 min read
My Local Model Chose a Return Policy Too Early. Code Can Take Over Part of That Step

My Local Model Chose a Return Policy Too Early. Code Can Take Over Part of That Step

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9 min read
Small guardrails for LLM calls in plain Python: injection check, PII masking, spend cap, circuit breaker, JSON repair

Small guardrails for LLM calls in plain Python: injection check, PII masking, spend cap, circuit breaker, JSON repair

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3 min read
Rules, classic ML or an LLM: a decision ladder

Rules, classic ML or an LLM: a decision ladder

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3 min read
Mistral Large 4 Is Open Weight. Read the License and Do the Memory Math Before You Self-Host

Mistral Large 4 Is Open Weight. Read the License and Do the Memory Math Before You Self-Host

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5 min read
HackerShelf: The Books Hacker News Recommends, Rebuilt from Karpathy's HackerTube with Cursor

HackerShelf: The Books Hacker News Recommends, Rebuilt from Karpathy's HackerTube with Cursor

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4 min read
A Pre-Production Checklist for LLM Agents: 30 Checks Before You Ship

A Pre-Production Checklist for LLM Agents: 30 Checks Before You Ship

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5 min read
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