#six-step decision framework
6 related articles
·2 min
43k Stars: Ponytail's Six-Step Decision Framework That Cuts AI-Generated Code by 54%
Ponytail's six-step decision ladder forces AI to ask "is this necessary?" before coding. Benchmarks across 12 tasks: 54% less code, 22% fewer tokens, 100% security retained. Works with Cursor, Claude, and more.
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·5 min
Introduction to Prompt Engineering: A Complete Guide to Core Concepts, Methodologies, and Limitations
Prompt engineering is a core skill in the AI era. This article breaks down the essential differences between prompts and prompt engineering, the six-step workflow, four evaluation criteria, and key limitations like context limits and hallucination.
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·4 min
Vibe Coding in Practice: How a Product Manager Built a Study App from Pain Point to Launch Using AI Tools
A product manager used AI tools like Claude Code to independently build a quiz app from exam prep pain points to launch. A full walkthrough of Vibe Coding methodology, MVP definition, and testing.
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·4 min
The Complete AI App Development Workflow: Six Steps from Idea to Launch
A complete guide to building apps with AI coding tools, covering product docs, prototyping, full-stack development, database design, project management, and testing — no coding required.
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·2 min
Advanced RAG Systems: Building Energy Storage Industry Agents with MCP and Skills
Learn how MCP protocol and Skills framework upgrade traditional RAG into autonomous agents for energy storage, connecting SCADA, BMS, and EMS systems.
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·4 min
Deconstructing the Serenity Methodology: An Investment Research Framework from Market Leaders to Physical Bottlenecks
Deep breakdown of anonymous trader Serenity's methodology: drilling from market leaders along supply chains, using four hard conditions to identify physical chokepoints, and building a repeatable pipeline with Claude Code.
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