refoundai avatar

Evaluating New Technology

When you're evaluating a new AI vendor or deciding whether to build something in-house, this gives you frameworks from product leaders at Google, Shopify, and similar companies. The best insight here is "build and buy" instead of "build vs buy." Buy tools for the 90% standard stuff, build the 10% that's unique to your business. Also flags common traps like making decisions based on what models couldn't do six months ago (your priors are probably stale) and trusting AI security vendors who claim their guardrails catch everything. Useful for cutting through hype when the stack is changing every quarter.

skills.sh installs
1.6K
GitHub stars
1.5K
last updated
Aug 21, 2026

Install

$ npx -y skills add refoundai/lenny-skills --skill evaluating-new-technology --agent claude-code

Installs into .claude/skills of the current project.

Files

When you're evaluating a new AI vendor or deciding whether to build something in-house, this gives you frameworks from product leaders at Google, Shopify, and similar companies. The best insight here is "build and buy" instead of "build vs buy." Buy tools for the 90% standard stuff, build the 10% that's unique to your business. Also flags common traps like making decisions based on what models couldn't do six months ago (your priors are probably stale) and trusting AI security vendors who claim their guardrails catch everything. Useful for cutting through hype when the stack is changing every quarter.

Browse the repository on GitHub

Sponsors

Details

Repository
github.com/refoundai/lenny-skills
Categories
DevOps & CI/CD, Code Review & Quality

More from refoundai/lenny-skills

All 86
1nexscope-ai avatarecommerce-growth-strategynexscope-ai/ecommerce-skillsE-commerce growth strategy advisor. Diagnoses current business health using unit economics (CAC, LTV, AOV, contribution margin), identifies the highest-impact g1.6Kskills.sh installs
2refoundai avatarpartnership-bdrefoundai/lenny-skillsHelp users build strategic partnerships and business development deals. Use when someone is pursuing a partnership, negotiating a BD deal, working with platform1.6Kskills.sh installs
3forcedotcom avatarbuilding-mobile-appsforcedotcom/sf-skillsThe entry point for building any Salesforce native mobile app on iOS or Android. TRIGGER when the user says: "build a Salesforce iOS app", "add Salesforce login1.5Kskills.sh installs
4github avatargtm-developer-ecosystemgithub/awesome-copilotBuild and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling platform a1.5Kskills.sh installs
5mblode avatarui-designmblode/agent-skillsDesigns and builds UI: visual direction, Tailwind implementation, browser-comparable variants, screenshot-to-markup scaffolds, dark-mode and responsive retrofit1.5Kskills.sh installs
6refoundai avatarbuilding-team-culturerefoundai/lenny-skillsHelp users build and maintain strong team culture. Use when someone is defining team values, creating psychological safety, onboarding to a new team, navigating1.5Kskills.sh installs