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It cost HOW many tokens to fix that typo?
Jonathan Gordon
Jonathan Gordon
Jonathan Gordon
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Aug 23
It cost HOW many tokens to fix that typo?
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tokencost
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llm
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vibecoding
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2 min read
Stop hand-tuning prompts: build and optimize an LLM program with DSPy
AI Frontier Post
AI Frontier Post
AI Frontier Post
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Sep 26
Stop hand-tuning prompts: build and optimize an LLM program with DSPy
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ai
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llm
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machinelearning
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python
1
reaction
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11 min read
What a Zero-Network MCP Scanner Can (and Can't) Catch: All 10 Heuristics, Honestly
Ventrova
Ventrova
Ventrova
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Aug 23
What a Zero-Network MCP Scanner Can (and Can't) Catch: All 10 Heuristics, Honestly
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security
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mcp
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llm
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staticanalysis
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4 min read
Catch MCP Tool-Poisoning and Prompt-Injection Regressions on Every PR (GitHub Actions + pre-commit)
Ventrova
Ventrova
Ventrova
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Aug 23
Catch MCP Tool-Poisoning and Prompt-Injection Regressions on Every PR (GitHub Actions + pre-commit)
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security
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mcp
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cicd
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llm
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6 min read
Cheap OpenAI-compatible inference for AI agents via x402 ($0.10/1M tokens on Solana + Base)
GitVova999
GitVova999
GitVova999
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Aug 23
Cheap OpenAI-compatible inference for AI agents via x402 ($0.10/1M tokens on Solana + Base)
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ai
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api
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crypto
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llm
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3 min read
Model Cascade: making LLM classification cheaper
Boris Barac
Boris Barac
Boris Barac
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Aug 23
Model Cascade: making LLM classification cheaper
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llm
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classification
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rag
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5 min read
LoRA & DoRA: The Math, Memory, and Trade-offs
Aleksei Romanov
Aleksei Romanov
Aleksei Romanov
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for
g factor
Sep 26
LoRA & DoRA: The Math, Memory, and Trade-offs
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machinelearning
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ai
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llm
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deeplearning
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9 min read
I changed nothing and my LLM server got 27% more expensive
Throttle
Throttle
Throttle
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Sep 26
I changed nothing and my LLM server got 27% more expensive
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ai
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llm
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performance
1
reaction
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3
comments
6 min read
The Model Was Fine. My Token Assumptions Weren't.
Dakota Ma
Dakota Ma
Dakota Ma
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Aug 23
The Model Was Fine. My Token Assumptions Weren't.
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debugging
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ai
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llm
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python
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5 min read
How a Dedup Pass Deleted My Training Curriculum
Seth Wheeler
Seth Wheeler
Seth Wheeler
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Aug 23
How a Dedup Pass Deleted My Training Curriculum
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llm
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measurement
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finetuning
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security
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6 min read
Your Free Token Allowance Is a Random Variable
Riley Lin
Riley Lin
Riley Lin
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Aug 23
Your Free Token Allowance Is a Random Variable
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ai
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llm
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python
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webdev
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3 min read
Your RAG Searches by Meaning. But What About Exact Words? Meet BM25
Rijul Rajesh
Rijul Rajesh
Rijul Rajesh
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Sep 26
Your RAG Searches by Meaning. But What About Exact Words? Meet BM25
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algorithms
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llm
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rag
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search
17
reactions
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3
comments
4 min read
Your Free Token Allowance Is a Ledger: Metering, Attribution, and Burn-Rate Forecasting
Emery Li
Emery Li
Emery Li
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Aug 23
Your Free Token Allowance Is a Ledger: Metering, Attribution, and Burn-Rate Forecasting
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llm
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python
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tutorial
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webdev
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5 min read
Build a Token-Budgeted LLM Service on a Free Server: A Step-by-Step Tutorial
Riley Wang
Riley Wang
Riley Wang
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Aug 23
Build a Token-Budgeted LLM Service on a Free Server: A Step-by-Step Tutorial
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tutorial
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llm
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python
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devops
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5 min read
从 Demo 到生产:那些真正让 AI Agent 敢上线的护栏
sunny 1024k
sunny 1024k
sunny 1024k
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Aug 23
从 Demo 到生产:那些真正让 AI Agent 敢上线的护栏
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aiagents
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llm
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rag
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microsoft
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2 min read
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