AI Predicts Consumer Behavior: Semantic Similarity Rating Method
Revolutionary LLM-based synthetic consumer research achieves 90% human reliability using SSR methodology
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Claude Skills Complete Guide: Implementation to Know-How
A practical guide documenting the journey from introducing Claude Agent Skills to real-world implementation, including trials, errors, and achievements.
OpenAI AgentKit Guide Part 2: Production and Advanced Patterns
OpenAI AgentKit Part 2: orchestration, handoffs, error recovery, and production deploy. Architecture with code for enterprise-grade AgentKit reliability.
OpenAI AgentKit Guide Part 1: Core Concepts and Setup
OpenAI AgentKit from DevDay 2025: Agent Builder, ChatKit, Connector Registry, and Evals, plus a runnable Python SDK walkthrough to ship your first agent.
What Happens When You Assign Gender and Personas to AI Agents?
Does giving an AI agent a gender or persona change performance? Drawing on 120+ psychology and NLP studies, we unpack expert personas, emotion, and role assignment — with design strategies by task type.
Recommendation System Optimization: From 78K Tokens to Zero
Eliminated 78K tokens and reduced execution time 99% using metadata caching and hash-based updates. Guide to building a near-zero cost recommendation system.
Self-Healing AI Systems: Agents That Fix Their Own Bugs
Complete guide to Self-Healing Systems deployed by GitHub, Google, and Netflix. Full implementation from error detection to automatic patching with LangGraph
AI Agent Collaboration Patterns
Orchestrate Architecture, Coding, Testing, Security, and DevOps agents to build production-grade applications
Specification-Driven Development in the AI Era
Complete guide to systematic AI development with GitHub Spec Kit. Move beyond "Vibe Coding" to build scalable, maintainable production code that truly works.
First Week Analysis: 31 Passionate Early Adopters
GA4 data analysis, content performance, and improvement impact one week after blog launch - transparently sharing our blog growth journey (2025-10-07~10-14)
Implementing Scheduled Publishing on Static Sites
WordPress-like scheduled publishing on a static Astro blog with GitHub Actions. pubDate filtering and cron workflows auto-publish posts on schedule, serverless.
Building an Intelligent Content Recommendation System with Claude LLM
Build a Claude LLM recommendation system beyond tag matching — semantic AI architecture, cost caching, and multilingual pipeline implementation with code.