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3,528 documents
Multi-Channel Campaign Creator
Guides an LLM to produce a multi-channel marketing campaign plan with audience segmentation, channel tactics, timelines, and measurement.
chunking
Explains Docling's native chunker classes that split documents into token-aware chunks with metadata for downstream AI pipelines.
π Postiz User Guide - Complete Setup & Features
Walks through registering, connecting 14+ social platforms, scheduling posts, and using AI features in a deployed Postiz instance.
System Prompt β Voice Interview Agent
Defines a voice agent named Carol that conducts structured five-question interviews about gender topics for a magazine article.
Project Sarpeidon β Warp Core Simulation Engine
Documents a Star Trek warp core simulation engine with AI ensemble, physics engine, and holographic display integration.
Dataset setup
Guides you through downloading and converting Human3.6M and 3DHP datasets into the npz format required by PoseAug.
Dota 2 Analysis Persona
Defines a structured persona for analyzing Dota 2 replays with frameworks, output formats, and tone guidelines.
Weeks 3β4: Production RAG & Evaluation
Teaches production RAG design, chunking, embedding, vector search, reranking, and evaluation with RAGAS and LangSmith over two weeks.
UI.md β OmoiOS Frontend Architecture
Documents the frontend architecture, route structure, component organization, state management, and design system for a Next.js application.
Observational Memory for Zora β Implementation Plan
Plans a three-tier rolling context compression system for an AI agent, with background async compression to avoid blocking the active conversation.
BENCHMARKS
Presents Criterion benchmarks comparing gf256 multiplication, division, LFSR, and CRC implementations across four CPU architectures with and without carry-less multiplication support.
π Encryption & Hashing Reference Guide
Defines a multi-layer password hashing scheme, AES-256-GCM data encryption, ECDH key exchange, and field-level PII protection with blind indexes.
AI Agent Development Notes
Documents an AI agent's architecture, bugs, and design decisions for a RAG + plugin system built with Express and TypeScript.
Kontext β Context Engine for AI Coding Agents
Defines a CLI tool that lets AI coding agents search a codebase semantically via natural language queries, returning file paths and line ranges.
Building Reliable RAG System with Semantic Double-Pass Merging and Hybrid Search
Describes a RAG system using semantic double-pass merging, hybrid BM42 search, and ColBERT reranking for improved retrieval accuracy.
Interview Questions Framework
Provides a structured 30-question interview framework to gather video requirements before writing a programmatic script.
MCP Servers by Persona - Comprehensive Guide
Defines role-specific MCP server bundles for five engineering personas, each with priority levels and installation scripts.
How to set up QMD for Claude
Walks through installing qmd, indexing projects, adding it as an MCP server, and configuring Claude to use it before reading files.
Votação
Defines a backend voting system for cooperatives with REST API, session management, and external CPF validation.
AICL Public Review Guide
Guides first-time reviewers through the AICL research specification, explaining what it is, how to review it, and what feedback helps.
πΉ Complete Demo Video Script - Inventory System
Provides a complete 8-10 minute demo video script for an inventory system, including pre-recording checklist, scene-by-scene narration, and post-production steps.
How to Implement Tool Use
Teaches how to define and run tools with Claude, covering the SDK tool runner, manual implementation, parallel calls, and error handling.
Member Content Guidelines
Defines editorial best practices and content restrictions for Medium Partner Program monetisation eligibility.
Chapter 4: MCP Protocol Deep Dive
Explains the MCP protocol for unifying agent tool interfaces, compares Shannon's simplified HTTP approach, and covers security pitfalls.