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356개 글 · 11 / 12 페이지
· EN
Automated GCP Infrastructure Auditing with gcloud MCP
Automate GCP infrastructure security audits with AI agents and gcloud MCP: a 4-step guide to parallel agent architecture, setup, orchestration, and reports.
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SEO/AEO in the LLM Era: B2B SaaS Optimization Roadmap
From SEO foundation to AEO strategy: real implementation case study with measurable results from the Agent Effi Flow project
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Individual Developer's AI SaaS Journey: Production Launch in 3 Days
Zero to a live B2B AI OCR product in three days with SvelteKit, Supabase, and Gemini: stack choices, what broke, and the first-quarter KPIs a solo dev set.
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Building Serverless AI Batch Systems with Terraform
A practical guide to building cost-effective AI batch processing infrastructure using API Gateway, Lambda, and ECS Fargate
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Automating Page E2E Testing with Claude Code
Build an automated page quality verification system for web publishers. Test 8 quality items with a single command and receive improvement suggestions.
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Google Code Wiki: Complete Guide to AI-Powered Code Documentation
Gemini AI builds a living wiki from your code automatically. Complete Google Code Wiki guide: setup, auto-documentation logic, Gemini Code Assist integration, and team collaboration configuration with practical examples.
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Complete Guide to My MCP Server Toolkit
Maximize Claude Code productivity with 7 essential MCP servers. Learn Serena, Context7, Sequential Thinking setup and real-world usage patterns
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Optimizing AI Agent Systems with the Deep Agents Paradigm
Deep Agents: 100-step tasks, explicit planning, auto-recovery for AI agent 2.0. Applies LangChain and Philipp Schmid principles to optimize agent architecture.
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Claude Code CLI Migration Guide: Comparing Copilot, Gemini, and Codex
Learn how to migrate from Claude Code to GitHub Copilot CLI, Gemini CLI, or Codex CLI with practical guidance on choosing the right tool for your situation
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jangwook.net 45-Day Growth Report: 7 Insights from 750 Visitors
Comprehensive GA4 analysis of blog's first 45 days - 44.3% organic search achieved, SEO optimization ROI proven, traffic spike investigation, 91% bounce rate crisis on English homepage
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MCP Code Execution in Practice
Apply MCP Code Execution patterns to reduce Claude Code token usage by 98.7% and boost speed by 60%. Step-by-step guide with .claude/ directory structure examples.
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Anthropic's Code Execution with MCP
Explore how Anthropic's Code Execution with MCP achieves 98.7% token reduction and 60% faster execution through sandboxed code-based tool orchestration.
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Adding Chinese Support to Your Blog
Experience report on adding Chinese support to 40 posts. Parallel agent processing to update 120 files, SEO optimization, automation strategies - everything about expanding an Astro multilingual blog
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EffiFlow Part 3: Real-World Improvements in 38 Minutes
3 Quick Wins implemented in 38 minutes: Claude Code automation improvements that took completion to 100% and stability to 99%. Step-by-step methods, ROI data, and reusable improvement patterns for any automation project.
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EffiFlow Part 2: Skills Auto-Discovery and 58% Token Reduction Caching
How Claude Code Skills auto-discovery and Commands integration cut EffiFlow's blog automation token cost by 58% via prompt caching, with code and real metrics.
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EffiFlow Analysis: 71% Cost Reduction with Metadata Architecture
How a 17-agent blog automation system used metadata-first 3-tier design to cut tokens 60-70%, slash annual cost 71% ($5.72 to $1.65), and save 364 hours a year.
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Build a RAG System in 5 Minutes with Google Gemini File Search
A practical guide to building document search and Q&A systems using Gemini File Search Tool announced in November 2025, without complex RAG pipelines. Dramatically reduce development time with fully-managed RAG.
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Prompt Engineering Guide: 10x Performance Boost for AI Agents
Research-backed prompt engineering techniques applied to 17 Claude Code agents, with measurable results and practical implementation guide.
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Automate Blog Publishing with n8n RSS Feed and AI Agents
Automate blog-to-social with n8n, RSS, and GitHub Actions. Gemini AI writes X and LinkedIn posts on each publish — zero effort, automatic distribution.
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Figma MCP to Web Components: Research-Based Design System Automation
Comprehensive guide on generating web components from Figma using MCP and implementing continuous design-to-code synchronization with vanilla JavaScript.
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Applying Verbalized Sampling to Claude Code Agents
A practical guide to applying Verbalized Sampling technique to Claude Code agents, achieving 2.0x prompt diversity, 1.8x content diversity, and 1.6x writing style diversity.
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Verbalized Sampling: Restoring LLM Diversity via Prompts
Verbalized Sampling tackles mode collapse after alignment by prompting models to verbalize probability distributions, achieving 1.6-2.1x diversity gains without retraining
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3-Week Report: 1266% Organic Search Growth in 20 Posts
2025-10-15〜11-04 GA4 analysis, organic search leap from 4.3% to 54.4%, 20 new posts published, South Korea emerges as #1 country - transparently sharing blog growth journey
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Data-Driven Product Decisions: Analytics Framework for PMs
PM guide to data-driven product decisions: DAU/MAU metrics, RICE scoring, and A/B testing. SQL query templates and case studies from Netflix, Spotify, Amazon.
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Analyzing Team Communication with Slack MCP and AI Agents
Learn how to leverage Slack MCP for automated team communication analysis, sentiment tracking, and actionable insights using Claude AI and Model Context Protocol.
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Building a Modern Project Management Stack
Learn how to standardize project management with Notion, Backlog, Slack, and Claude Code to boost team productivity by 50% and project success rates by 80%.
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Recommendation System V3: 100% Faster Builds
Removing the bloated recommendations.json and embedding recommendation data directly in frontmatter eliminates runtime file I/O by 100%. Here is our V3 system journey and results.
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Streamlining Project Manager Workflows with LLMs
A practical guide to automating project management tasks and maximizing productivity using cutting-edge LLM tools like ChatGPT, Claude, and Gemini. Step-by-step walkthrough from daily task automation to ROI measurement.
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Automating Large-Scale Page Testing with Claude Code in Parallel
Learn how to run web page migration tests 5-8x faster using Claude Code parallel agents and Playwright. Practical guide with real-world examples and benchmarks.
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Standardizing Web Page Migration with LLMs: A Comprehensive Guide
Learn how to automate web page migration using LLMs, Web Components, and comprehensive testing frameworks. Discover proven strategies from Google, Airbnb, and industry leaders.