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We Could Have Shipped on Local Models Alone
Debashish Ghosal
Debashish Ghosal
Debashish Ghosal
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Sep 6
We Could Have Shipped on Local Models Alone
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healthydebate
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ai
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llm
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testing
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12 min read
Four versions of one translate() function
Xiantao Cai
Xiantao Cai
Xiantao Cai
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Sep 6
Four versions of one translate() function
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ai
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typescript
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llm
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webdev
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3 min read
Giving AI Agents the Same RBAC Rules as Your Users: Building a Laravel Permission Layer LLMs Actually Respect
Hossein Hezami
Hossein Hezami
Hossein Hezami
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Sep 6
Giving AI Agents the Same RBAC Rules as Your Users: Building a Laravel Permission Layer LLMs Actually Respect
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ai
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laravel
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permission
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llm
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11 min read
Make Your Code Review Agent Write Down How the Bug Actually Happens
Shugo Furuse
Shugo Furuse
Shugo Furuse
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Sep 6
Make Your Code Review Agent Write Down How the Bug Actually Happens
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ai
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codereview
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agents
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llm
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6 min read
I built a prompt injection detection API that responds in <1ms — here's how
pizuuer sama
pizuuer sama
pizuuer sama
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Sep 6
I built a prompt injection detection API that responds in <1ms — here's how
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ai
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security
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llm
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api
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2 min read
Small language models (1B–3B): what they're good for after fine-tuning
PRANJUL RATHOUR
PRANJUL RATHOUR
PRANJUL RATHOUR
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Sep 6
Small language models (1B–3B): what they're good for after fine-tuning
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smallmodels
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finetuning
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llm
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deployment
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3 min read
Instruction tuning vs domain adaptation: two different fine-tuning goals
PRANJUL RATHOUR
PRANJUL RATHOUR
PRANJUL RATHOUR
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Sep 6
Instruction tuning vs domain adaptation: two different fine-tuning goals
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finetuning
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instructiontuning
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domainadaptation
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llm
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3 min read
QLoRA hyperparameters that actually matter (rank, alpha, learning rate, epochs)
PRANJUL RATHOUR
PRANJUL RATHOUR
PRANJUL RATHOUR
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Sep 6
QLoRA hyperparameters that actually matter (rank, alpha, learning rate, epochs)
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qlora
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hyperparameters
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finetuning
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llm
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3 min read
With Context Windows This Large, Why Do We Still Need Memory?
jj_uc
jj_uc
jj_uc
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Sep 6
With Context Windows This Large, Why Do We Still Need Memory?
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discuss
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ai
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llm
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5 min read
LoRA vs QLoRA vs full fine-tuning: cost, quality and when each makes sense
PRANJUL RATHOUR
PRANJUL RATHOUR
PRANJUL RATHOUR
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Sep 6
LoRA vs QLoRA vs full fine-tuning: cost, quality and when each makes sense
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finetuning
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lora
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qlora
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llm
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3 min read
Inside nano-vLLM: What an RTX 3090 Reveals About LLM Serving
Maomao Ling
Maomao Ling
Maomao Ling
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Sep 6
Inside nano-vLLM: What an RTX 3090 Reveals About LLM Serving
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ai
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performance
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python
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llm
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14 min read
It Fit in Memory and Was Still Unusable — Do the Bandwidth Arithmetic First
John
John
John
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Sep 6
It Fit in Memory and Was Still Unusable — Do the Bandwidth Arithmetic First
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hardware
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llm
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machinelearning
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performance
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5 min read
VRAM and RAM for local LLMs — honest planning bands, not a GPU tier list
Tech-Gurunomics
Tech-Gurunomics
Tech-Gurunomics
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Sep 6
VRAM and RAM for local LLMs — honest planning bands, not a GPU tier list
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localllm
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llm
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ollama
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4 min read
The Local LLM Weight Classes, September 2026: What Actually Fits on Your Machine
Kirill Lukyanov
Kirill Lukyanov
Kirill Lukyanov
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Sep 6
The Local LLM Weight Classes, September 2026: What Actually Fits on Your Machine
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ai
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llm
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9 min read
🧠 AI Context Engineering (Part 5): Context Optimization - Give AI What It Needs, Not Everything You Have
Fazal Mansuri
Fazal Mansuri
Fazal Mansuri
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Sep 6
🧠 AI Context Engineering (Part 5): Context Optimization - Give AI What It Needs, Not Everything You Have
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ai
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llm
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11 min read
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