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Building a Production RAG Pipeline: Document Processing, Chunking, and Metadata Design
Damir Karimov
Damir Karimov
Damir Karimov
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Aug 5
Building a Production RAG Pipeline: Document Processing, Chunking, and Metadata Design
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14 min read
🚀 From Transformers to AI Agents: The Complete Engineering Guide to Modern AI Architecture (LLMs, RAG, Vector Databases & Agentic Systems)
Himanshu Gupta
Himanshu Gupta
Himanshu Gupta
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Jul 28
🚀 From Transformers to AI Agents: The Complete Engineering Guide to Modern AI Architecture (LLMs, RAG, Vector Databases & Agentic Systems)
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agenticsystem
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4 min read
Online Reinforcement Learning for Large Language Models
Mikuz
Mikuz
Mikuz
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Jul 23
Online Reinforcement Learning for Large Language Models
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6 min read
How I turned fragmented LLM quotas into one larger token budget with an MCP server
Elispeak
Elispeak
Elispeak
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Jul 23
How I turned fragmented LLM quotas into one larger token budget with an MCP server
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mcp
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1
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4 min read
Next-Token Prediction: How an AI Actually Writes Text (Not Magic — Just Probability)
Vahid Aghajani
Vahid Aghajani
Vahid Aghajani
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Jul 23
Next-Token Prediction: How an AI Actually Writes Text (Not Magic — Just Probability)
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programming
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softwareengineering
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5 min read
RAG Database Design: SQL, Full-Text Search, Vector Search, and Context Retrieval
puffball1567
puffball1567
puffball1567
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Jul 23
RAG Database Design: SQL, Full-Text Search, Vector Search, and Context Retrieval
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database
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rag
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14 min read
Stop Paying for the Same Tokens Twice: A Practical Guide to Prompt Caching
Mukul S
Mukul S
Mukul S
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Aug 5
Stop Paying for the Same Tokens Twice: A Practical Guide to Prompt Caching
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performance
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1
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7 min read
Harness Engineering: The Missing Framework for AI-Native Development
jacobjerryarackal
jacobjerryarackal
jacobjerryarackal
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Jul 27
Harness Engineering: The Missing Framework for AI-Native Development
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machinelearning
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llm
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2
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7 min read
AI Weekly — 2026-07-17 to 2026-07-24 | When models leave the cage
Yang Goufang
Yang Goufang
Yang Goufang
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Jul 23
AI Weekly — 2026-07-17 to 2026-07-24 | When models leave the cage
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7 min read
AI é€±ĺ ± — 2026-07-17 to 2026-07-24 | 當模型自己決定「越獄」
Yang Goufang
Yang Goufang
Yang Goufang
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Jul 23
AI é€±ĺ ± — 2026-07-17 to 2026-07-24 | 當模型自己決定「越獄」
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2 min read
Building a Pi Agent from Scratch (7-Day Retrospective)
Scc_hy
Scc_hy
Scc_hy
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Aug 5
Building a Pi Agent from Scratch (7-Day Retrospective)
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agents
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29 min read
From GitHub Issue to Pull Request: Running Claude Code Unattended
Serghei Iakovlev
Serghei Iakovlev
Serghei Iakovlev
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Jul 27
From GitHub Issue to Pull Request: Running Claude Code Unattended
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6 min read
Stop Feeding Your AI Bad Website Data
lukas schmeck
lukas schmeck
lukas schmeck
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Jul 23
Stop Feeding Your AI Bad Website Data
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2 min read
The Local AI Developer (Part 2): A Reality Check After Real-World Testing
David Vellé Abel
David Vellé Abel
David Vellé Abel
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Jul 23
The Local AI Developer (Part 2): A Reality Check After Real-World Testing
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llm
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3 min read
What a RAG Pipeline That Actually Works in Production Looks Like
Bck Kamikaze
Bck Kamikaze
Bck Kamikaze
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Jul 23
What a RAG Pipeline That Actually Works in Production Looks Like
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9 min read
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