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Original rewrites on React, Node.js, TypeScript and AI — practical notes from the same engineering practice behind our operator software. Article bodies are in English.
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Do Small-Scale RAG Apps Really Need a Vector Database? Exploring LangChain4j
Operable walkthrough of Do Small-Scale RAG Apps Really Need a Vector Database? Exploring LangChain4j: contracts, checks, and drop-in code slots for teams shipping this pattern.
1239 wordsRead articleBuilding Autonomous ColdFusion AI Agents & Model Context Protocol (Part 5)
Operable walkthrough of Building Autonomous ColdFusion AI Agents & Model Context Protocol (Part 5): contracts, checks, and drop-in code slots for teams shipping this pattern.
1822 wordsRead articlePractical notes: You Already Know How to Manage Agents: The CARE Framework for
Operable walkthrough of Practical notes: You Already Know How to Manage Agents: The CARE Framework for: contracts, checks, and drop-in code slots for teams shipping this pattern.
1734 wordsRead articlePractical notes: Long-Running Agents: Why Most Agents Die After One Session
Operable walkthrough of Practical notes: Long-Running Agents: Why Most Agents Die After One Session: contracts, checks, and drop-in code slots for teams shipping this pattern.
1874 wordsRead articlePractical notes: More Agents ≠ Better AI: What I Learned Building a Multi-Agent
Operable walkthrough of Practical notes: More Agents ≠ Better AI: What I Learned Building a Multi-Agent: contracts, checks, and drop-in code slots for teams shipping this pattern.
2909 wordsRead articlePractical notes: Agentic Loops & Design Patterns
Operable walkthrough of Practical notes: Agentic Loops & Design Patterns: contracts, checks, and drop-in code slots for teams shipping this pattern.
1942 wordsRead articlePractical notes: Your RAG Treats a 3-Year-Old Doc the Same as Yesterday’s
Operable walkthrough of Practical notes: Your RAG Treats a 3-Year-Old Doc the Same as Yesterday’s: contracts, checks, and drop-in code slots for teams shipping this pattern.
2487 wordsRead articleAdding aiextract to the mix: building a unified RAG pipeline with three
Operable walkthrough of Adding aiextract to the mix: building a unified RAG pipeline with three: contracts, checks, and drop-in code slots for teams shipping this pattern.
1776 wordsRead articlePractical notes: UI/UX Paradigm Shift — A2UI, AG-UI, MCP Apps & Web MCP
Operable walkthrough of Practical notes: UI/UX Paradigm Shift — A2UI, AG-UI, MCP Apps & Web MCP: contracts, checks, and drop-in code slots for teams shipping this pattern.
1654 wordsRead article
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