Can this skill help evaluate AI security vendors?

Yes, it provides a critical lens based on industry insights that AI guardrails are often circumventable, helping you look past marketing claims to understand true security risks.

When should I use the Technology Evaluation skill?

Use it when assessing new tools, making major architectural changes, or whenever you need to re-validate your technical assumptions in a rapidly changing market.

How does it help with AI vendor lock-in?

The skill emphasizes betting on abstraction layers and platform-agnostic servers, allowing you to swap different models or providers in and out as the AI landscape evolves.

How does this skill help with build vs. buy decisions?

It promotes a 'Build and Buy' philosophy, encouraging teams to buy 90% of standard functionality from vendors and focus engineering resources on building the strategic 10% that is unique to the business.

Technology Evaluation Framework

Name: Technology Evaluation Framework
Author: RefoundAI

byRefoundAI

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320

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生产力与工作流

Guides technical decision-making and architectural choices using frameworks from leading product executives at Google, Shopify, and more.

This skill provides a structured framework for assessing emerging technologies, AI vendors, and build-vs-buy decisions based on insights from 22 top product leaders. It helps developers and product managers move beyond tool-bias by focusing on problem definition, mental bandwidth costs, and modularity. Use this skill when making critical architectural bets to ensure you are accounting for rapid AI evolution, avoiding vendor lock-in, and prioritizing technical bandwidth for core competencies rather than recreating existing vendor tools.

主要功能

01Problem-first framework to align technology selection with business needs

02Mental bandwidth assessment to evaluate the true TCO of in-house builds

03320 GitHub stars

04Strategic 'Build AND Buy' decision models to maximize ROI

05Guidelines for creating abstraction layers to prevent vendor lock-in

06Critical evaluation criteria for AI agents and security guardrails

使用场景

01Evaluating the production-readiness and maturity of emerging frameworks

02Deciding whether to build a custom AI agent or purchase a vendor solution

03Designing modular technical architectures that allow for swapping LLM providers

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add refoundai/lenny-skills evaluating-new-technology

For use in Claude.ai and ChatGPT

Download Skill