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Side-by-side: what they do, what they cost, what Kai actually thinks. Pass up to 4 tools via ?tools=claude,chatgpt,gemini.
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MagicSchool
S
Devin
A
TaglineAI platform built for teachers. Lesson plans + IEPs + admin.Cognition Labs' autonomous coding engineer.
CategoryEducationAgents
PricingFree + $100/yr Plus + school plans$500/mo
Best forTeachers prepping materials. School districts.Engineering teams offloading tickets. Ops/platform work.
Strengths
  • 60+ teacher-specific tools
  • Generous free tier
  • FERPA + COPPA compliant for schools
  • Works like an engineer — takes Slack tasks, opens PRs
  • Handles multi-hour engineering work
  • Reports back with what it did
Weaknesses
  • Teacher-only focus
  • Less useful for students
  • Expensive
  • Best for well-scoped tasks
  • Not for solo hobbyists
Kai's verdictS-tier for teachers. If you teach K-12, start here this week.A-tier for the right use case. Not for solo devs. If you manage engineers, try one license.
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