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Stop Fine-Tuning Blindly: When to Fine-Tune—and When Not to Touch Model Weights
Dechun Wang
Dechun Wang
Dechun Wang
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Feb 15
Stop Fine-Tuning Blindly: When to Fine-Tune—and When Not to Touch Model Weights
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6 min read
Getting Started with @neuledge/context
Moshe Simantov
Moshe Simantov
Moshe Simantov
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Feb 17
Getting Started with @neuledge/context
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tooling
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6 min read
How I use AmpCode for free
Hoà ng Văn Anh Nghĩa
Hoà ng Văn Anh Nghĩa
Hoà ng Văn Anh Nghĩa
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Feb 17
How I use AmpCode for free
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api
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3 min read
Why 1M token context windows won't solve agent amnesia
Ana Julia Bittencourt
Ana Julia Bittencourt
Ana Julia Bittencourt
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Feb 15
Why 1M token context windows won't solve agent amnesia
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agents
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memory
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3 min read
The Coding Handbook: A Practical Guide to AI-Assisted Development
jimamuto
jimamuto
jimamuto
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Mar 1
The Coding Handbook: A Practical Guide to AI-Assisted Development
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coding
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20 min read
"It's Friction. So, I Skip It." — Why Your Agent Ignores the Rules You Wrote for It
MouseRider
MouseRider
MouseRider
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Mar 21
"It's Friction. So, I Skip It." — Why Your Agent Ignores the Rules You Wrote for It
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agents
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9 min read
AI Agent Spending Limits: Why API Keys Aren't Enough
matt-dean-git
matt-dean-git
matt-dean-git
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Mar 10
AI Agent Spending Limits: Why API Keys Aren't Enough
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2 min read
AI Can Write Code Fast. Keeping It Clean Is the Hard Part
Aakash
Aakash
Aakash
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Mar 21
AI Can Write Code Fast. Keeping It Clean Is the Hard Part
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2 min read
How to Write a Prompt Contract That Stops Context Drift
Nova Elvaris
Nova Elvaris
Nova Elvaris
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Mar 21
How to Write a Prompt Contract That Stops Context Drift
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4 min read
Spec-First Prompting: The 1-Page Brief I Write Before Asking AI for Code
Nova Elvaris
Nova Elvaris
Nova Elvaris
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Mar 21
Spec-First Prompting: The 1-Page Brief I Write Before Asking AI for Code
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4 min read
A Prompt Debugging Checklist: 9 Questions When AI Output Goes Off the Rails
Nova Elvaris
Nova Elvaris
Nova Elvaris
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Mar 21
A Prompt Debugging Checklist: 9 Questions When AI Output Goes Off the Rails
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4 min read
Acceptance Criteria for AI Tasks: A Simple Template That Cuts Rework
Nova Elvaris
Nova Elvaris
Nova Elvaris
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Mar 21
Acceptance Criteria for AI Tasks: A Simple Template That Cuts Rework
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softwareengineering
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4 min read
The Proliferation of Specialized LLMs and the Retraining Dilemma
Aditya Gupta
Aditya Gupta
Aditya Gupta
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Mar 21
The Proliferation of Specialized LLMs and the Retraining Dilemma
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llm
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5 min read
The Bottleneck of Dense Attention in Long Contexts
Aditya Gupta
Aditya Gupta
Aditya Gupta
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Mar 21
The Bottleneck of Dense Attention in Long Contexts
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6 min read
The Intricate Dance of Self-Attention: What Can Go Wrong?
Aditya Gupta
Aditya Gupta
Aditya Gupta
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Mar 21
The Intricate Dance of Self-Attention: What Can Go Wrong?
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5 min read
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