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💭 PromptOps Policy Coach — From Metrics to Mechanisms You Can Trust
marcusmayo
marcusmayo
marcusmayo
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Oct 21 '25
💭 PromptOps Policy Coach — From Metrics to Mechanisms You Can Trust
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productivity
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devops
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ai
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llm
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3 min read
FastMCP + Claude Desktop: When Optional[X] Type Hints Break Validation
Scott Raisbeck
Scott Raisbeck
Scott Raisbeck
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Oct 21 '25
FastMCP + Claude Desktop: When Optional[X] Type Hints Break Validation
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api
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llm
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python
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3 min read
Analyzing the Best Diagramming Tools for the LLM Age Based on Token Efficiency
灯里/iku
灯里/iku
灯里/iku
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Oct 21 '25
Analyzing the Best Diagramming Tools for the LLM Age Based on Token Efficiency
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mermaid
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tokenefficiency
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devops
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llm
3
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7 min read
GenesisDB MCP Server: AI meets Event Sourcing - a Love Story
Patric Eckhart
Patric Eckhart
Patric Eckhart
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Oct 22 '25
GenesisDB MCP Server: AI meets Event Sourcing - a Love Story
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ai
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tooling
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llm
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database
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1 min read
Paddle OCR-VL & DeepSeek-OCR
Stephen BJ
Stephen BJ
Stephen BJ
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Oct 21 '25
Paddle OCR-VL & DeepSeek-OCR
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deepseek
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ocr
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llm
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2 min read
My experience in building the CLI tool
Cynthia Fotso
Cynthia Fotso
Cynthia Fotso
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Sep 18 '25
My experience in building the CLI tool
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opensource
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githubprojects
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llm
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2 min read
Adding a Compress Feature to My CLI Tool
Oleksandra
Oleksandra
Oleksandra
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Oct 21 '25
Adding a Compress Feature to My CLI Tool
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showdev
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cli
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tooling
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llm
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3 min read
🏗️ Vector Database Architecture: How to Structure Your Data for Production RAG Systems
Vinicius Fagundes
Vinicius Fagundes
Vinicius Fagundes
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Oct 22 '25
🏗️ Vector Database Architecture: How to Structure Your Data for Production RAG Systems
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architecture
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llm
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ai
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database
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3 min read
How Data Formatting (Line Breaks and Indentation) Affects LLM Response Accuracy in RAG
shibayu36
shibayu36
shibayu36
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Oct 20 '25
How Data Formatting (Line Breaks and Indentation) Affects LLM Response Accuracy in RAG
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ai
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rag
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llm
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programming
3
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1
comment
4 min read
[KubeRay로 LLM 서빙 인프라 찍먹] 1부: LLM 서빙, 왜 Ray 여야만 했을까?
GyeongSeon
GyeongSeon
GyeongSeon
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Oct 9 '25
[KubeRay로 LLM 서빙 인프라 찍먹] 1부: LLM 서빙, 왜 Ray 여야만 했을까?
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ray
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kubernetes
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llm
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mlops
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1 min read
🧠OrKa docs grew up: a YAML-first reference for Agents, Nodes, and Tools
marcosomma
marcosomma
marcosomma
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Oct 17 '25
🧠OrKa docs grew up: a YAML-first reference for Agents, Nodes, and Tools
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ai
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llm
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rag
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opensource
15
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4 min read
Retrieval-Augmented Generation (RAG): Making AI More Knowledgeable
Aravind
Aravind
Aravind
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Oct 20 '25
Retrieval-Augmented Generation (RAG): Making AI More Knowledgeable
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ai
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architecture
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llm
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3 min read
Understanding Vectors and Vector Search: How Vector Search Understands What You Really Mean
Kalio Princewill
Kalio Princewill
Kalio Princewill
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Oct 20 '25
Understanding Vectors and Vector Search: How Vector Search Understands What You Really Mean
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ai
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machinelearning
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llm
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7 min read
Fine-Tuning with GRPO Datasets: A Developer's Guide to DeepFabric's GRPO Formatter
Luke Hinds
Luke Hinds
Luke Hinds
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Oct 21 '25
Fine-Tuning with GRPO Datasets: A Developer's Guide to DeepFabric's GRPO Formatter
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llm
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ai
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agents
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machinelearning
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7 min read
TNG Python: Generate Python Tests Automatically with AST-Based Analysis and a bit of LLM
Dev TNG
Dev TNG
Dev TNG
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Oct 20 '25
TNG Python: Generate Python Tests Automatically with AST-Based Analysis and a bit of LLM
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python
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llm
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rust
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ai
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5 min read
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