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Implementing LLM Access Controls and Monitoring: A Practical Guide
RESK
RESK
RESK
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Nov 1
Implementing LLM Access Controls and Monitoring: A Practical Guide
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security
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llm
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ai
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devops
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3 min read
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How to Run Mage-VL-Cowork Locally: Microsoft's 4B Agent Beats Sonnet 4.5
Alan West
Alan West
Alan West
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Nov 1
How to Run Mage-VL-Cowork Locally: Microsoft's 4B Agent Beats Sonnet 4.5
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ai
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machinelearning
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llm
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microsoft
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7 min read
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Your LLM Is Not an AI Agent: Build a Real AI Agent Using Python, Tool Calling, and APIs
Srinivasaraju Tangella
Srinivasaraju Tangella
Srinivasaraju Tangella
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Nov 1
Your LLM Is Not an AI Agent: Build a Real AI Agent Using Python, Tool Calling, and APIs
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agents
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ai
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llm
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python
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6 min read
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O fornecedor de IA jurĂdica nĂŁo tem o mesmo interesse que vocĂŞ em revisar o que ela decide
Anderson Chipak
Anderson Chipak
Anderson Chipak
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Nov 1
O fornecedor de IA jurĂdica nĂŁo tem o mesmo interesse que vocĂŞ em revisar o que ela decide
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ai
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llm
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productivity
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5 min read
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DeepSeek open-sourced dsh-superagent, the agent it uses
Yi
Yi
Yi
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Nov 1
DeepSeek open-sourced dsh-superagent, the agent it uses
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agents
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ai
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llm
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opensource
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1 min read
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Your LLM judge can cost 9.5x the chatbot it grades. Grade 400 replies a day, not all of them.
Andrey Altrouter
Andrey Altrouter
Andrey Altrouter
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Nov 1
Your LLM judge can cost 9.5x the chatbot it grades. Grade 400 replies a day, not all of them.
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ai
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llm
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monitoring
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beginners
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4 min read
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Serving a 1B math model on vLLM: the memory cap sets how many answers fit, not how fast
InferenceKey
InferenceKey
InferenceKey
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InferenceKey
Nov 1
Serving a 1B math model on vLLM: the memory cap sets how many answers fit, not how fast
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ai
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llm
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machinelearning
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gpu
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4 min read
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How Save-Game Context Compaction Fixes Spec Drift in Multi-Step Coding Agents (-91.9% Input Tokens)
tappers
tappers
tappers
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Nov 1
How Save-Game Context Compaction Fixes Spec Drift in Multi-Step Coding Agents (-91.9% Input Tokens)
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ai
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llm
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agents
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contextengineering
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6 min read
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"Context Rot: Test Your App for It, Then Trim What the Model Reads"
Vishesh Baghel
Vishesh Baghel
Vishesh Baghel
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Nov 1
"Context Rot: Test Your App for It, Then Trim What the Model Reads"
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ai
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llm
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tutorial
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8 min read
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Stop Dumping Raw Pytest Logs Into Your Coding Agent: How a Structured JSON Test Filter Cuts Input Tokens by 94.1%
tappers
tappers
tappers
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Nov 1
Stop Dumping Raw Pytest Logs Into Your Coding Agent: How a Structured JSON Test Filter Cuts Input Tokens by 94.1%
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ai
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llm
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agents
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testing
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6 min read
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Why Feeding Full Dependency Files to Your Coding Agent Hurts Accuracy: Full Source vs. Tree-sitter Interface Skeletons
tappers
tappers
tappers
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Nov 1
Why Feeding Full Dependency Files to Your Coding Agent Hurts Accuracy: Full Source vs. Tree-sitter Interface Skeletons
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ai
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llm
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agents
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contextengineering
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7 min read
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LLM Evaluation That Actually Compares: Inside the FreeCAD Fix Benchmark
RESK
RESK
RESK
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Nov 1
LLM Evaluation That Actually Compares: Inside the FreeCAD Fix Benchmark
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llm
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benchmarking
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evaluation
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freecad
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4 min read
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Hugging Face Official Benchmarks: Daily Update 2026-11-02
QuantID
QuantID
QuantID
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Nov 1
Hugging Face Official Benchmarks: Daily Update 2026-11-02
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ai
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benchmarks
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huggingface
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llm
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4 min read
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GPT-6, Claude 5.5, Gemini 4: The October 2026 Model Rush, Explained
Diwakar Ray Yadav
Diwakar Ray Yadav
Diwakar Ray Yadav
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Nov 1
GPT-6, Claude 5.5, Gemini 4: The October 2026 Model Rush, Explained
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ai
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llm
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chatgpt
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programming
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4 min read
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I Tested Building an Enterprise LLMOps Pipeline on Microsoft Azure. Here’s What Surprised Me.
Chethan Ramaswamy
Chethan Ramaswamy
Chethan Ramaswamy
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Nov 1
I Tested Building an Enterprise LLMOps Pipeline on Microsoft Azure. Here’s What Surprised Me.
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ai
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llm
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openai
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azure
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7 min read
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