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Prompt Pad: Frame Your Persona for Better AI Answers
MLH Team
MLH Team
MLH Team
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Major League Hacking (MLH)
Nov 2
Prompt Pad: Frame Your Persona for Better AI Answers
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promptengineering
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llm
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beginners
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1 min read
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I Ran 6 n8n AI Workflows on a 1.8B Local Model: 192 Runs, 0 Broken JSON, 7 Fake Hot Leads
Crzy undefined (undefined)
Crzy undefined (undefined)
Crzy undefined (undefined)
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Nov 3
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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ai
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selfhosted
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7 min read
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The Anatomy of an Agent That Actually Works
Rashid Mahmood
Rashid Mahmood
Rashid Mahmood
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Nov 3
The Anatomy of an Agent That Actually Works
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8 min read
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Retrieval Is Not a Safety Boundary: Poisoned-Corpus and Unsupported-Question Evaluation of a RAG Pipeline
Tushar Kumar
Tushar Kumar
Tushar Kumar
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Nov 3
Retrieval Is Not a Safety Boundary: Poisoned-Corpus and Unsupported-Question Evaluation of a RAG Pipeline
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llm
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security
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machinelearning
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7 min read
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Pattern Guardrails Under Mutation: A Three-Metric Evaluation of Two Agent Safety Layers
Tushar Kumar
Tushar Kumar
Tushar Kumar
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Nov 3
Pattern Guardrails Under Mutation: A Three-Metric Evaluation of Two Agent Safety Layers
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security
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machinelearning
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6 min read
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Prevent AI Contact Center Agents from Violating Business Policies and Hallucinating Tool Actions
saif ur rahman
saif ur rahman
saif ur rahman
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Nov 3
Prevent AI Contact Center Agents from Violating Business Policies and Hallucinating Tool Actions
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aws
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8 min read
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Is MCP Just a Fancier Function Calling Wrapper?
Nina_Antalpha
Nina_Antalpha
Nina_Antalpha
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Nov 3
Is MCP Just a Fancier Function Calling Wrapper?
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architecture
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5 min read
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The Agent That Writes the Code Cannot Be the One That Certifies It
SAMUELFMEDEIROS
SAMUELFMEDEIROS
SAMUELFMEDEIROS
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Nov 3
The Agent That Writes the Code Cannot Be the One That Certifies It
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ai
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llm
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python
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testing
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3 min read
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NYT Sues Brave, Calling Its Search API an 'Illicit Source.' 5 AI Firms Are Named Buyers
Gabriel Anhaia
Gabriel Anhaia
Gabriel Anhaia
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Nov 3
NYT Sues Brave, Calling Its Search API an 'Illicit Source.' 5 AI Firms Are Named Buyers
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7 min read
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My Local Model Chose a Return Policy Too Early. Code Can Take Over Part of That Step
weiche chiu
weiche chiu
weiche chiu
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Nov 3
My Local Model Chose a Return Policy Too Early. Code Can Take Over Part of That Step
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9 min read
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Small guardrails for LLM calls in plain Python: injection check, PII masking, spend cap, circuit breaker, JSON repair
Toru Takahashi
Toru Takahashi
Toru Takahashi
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Nov 3
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
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Rules, classic ML or an LLM: a decision ladder
Slava Kotenev
Slava Kotenev
Slava Kotenev
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Nov 3
Rules, classic ML or an LLM: a decision ladder
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machinelearning
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3 min read
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Mistral Large 4 Is Open Weight. Read the License and Do the Memory Math Before You Self-Host
M.T.Ramkrushna
M.T.Ramkrushna
M.T.Ramkrushna
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Nov 3
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
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HackerShelf: The Books Hacker News Recommends, Rebuilt from Karpathy's HackerTube with Cursor
Ishank Choudhary
Ishank Choudhary
Ishank Choudhary
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Nov 3
HackerShelf: The Books Hacker News Recommends, Rebuilt from Karpathy's HackerTube with Cursor
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cursor
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4 min read
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A Pre-Production Checklist for LLM Agents: 30 Checks Before You Ship
Kapil Singhal
Kapil Singhal
Kapil Singhal
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Nov 3
A Pre-Production Checklist for LLM Agents: 30 Checks Before You Ship
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devops
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5 min read
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