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RAG-118
Faithfulness evaluator always returns 0%
Reported by Sarah Chen · Meridian AI
AAU
Tesfa AI
Bidwsift
Selet
NSRLLearning AI doesn't mean you can ship AI.
Passive Learning
Courses and tutorials give you knowledge, not the muscle memory of building real systems.
No Real Experience
Most learners finish without ever shipping anything that resembles real work.
Weak Signals
Portfolios are inconsistent, certificates are meaningless, and employers can't tell who can build.
A skill verification pipeline.
Not a course. Not a tutorial. A system that replaces passive learning with active engineering work.
What it does
- —Assigns real engineering tickets from a real company (Meridian AI)
- —Runs your code through automated tests + AI code review
- —Builds a verified skill profile with competency scores
- —Gives you a shareable credential employers can trust
What you get
- —A verified skill score across 5 core competencies
- —A portfolio of completed, evaluated engineering projects
- —A measurable performance history over time
- —A clear, evidence-based job readiness assessment
From ticket to verified result.
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