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Tagged: large-language-models
Agent Loop Engineering : A Complete Blog to Production AI
Loop engineering for production AI agents: going from handing an LLM tools to designing the agent loop itself, with the architecture each stage needs.
11 min readPractical notes: Paperclip AI: Open source platform focused on turning ai
Operable walkthrough of Practical notes: Paperclip AI: Open source platform focused on turning ai: contracts, checks, and drop-in code slots for teams shipping this pattern.
7 min readWhere to Learn RAG from Scratch in 2026: The Courses and
Where to learn RAG from scratch in 2026: what to know before you start, what you can skip, and the courses and docs worth your time for a RAG pipeline.
20 min readPractical notes: MCP 2026: The Protocol Grew Up:-Here’s What Production AI
Operable walkthrough of Practical notes: MCP 2026: The Protocol Grew Up:-Here’s What Production AI: contracts, checks, and drop-in code slots for teams shipping this pattern.
12 min readPractical notes: A Step-by-Step Guide for Developing Your Personal Agentic
Operable walkthrough of Practical notes: A Step-by-Step Guide for Developing Your Personal Agentic: contracts, checks, and drop-in code slots for teams shipping this pattern.
31 min readPractical notes: Vector Databases for Production RAG: Indexing, Hybrid Search
Operable walkthrough of Practical notes: Vector Databases for Production RAG: Indexing, Hybrid Search: contracts, checks, and drop-in code slots for teams shipping this pattern.
34 min read74ce6b13862c for production systems — contracts and checks
Run Qwen3.8-Flash-Next as a local coding agent: what the model is, NVIDIA GPU and memory requirements, and serving it behind an OpenAI-compatible endpoint.
10 min readPractical notes: Building a Two-Agent Code Review Loop with A2A, LangGraph, and
Operable walkthrough of Practical notes: Building a Two-Agent Code Review Loop with A2A, LangGraph, and: contracts, checks, and drop-in code slots for teams shipping this pattern.
17 min read
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