I've Spent Months Grading AI Agents' Code for a Living. Here's the Pattern Nobody's Talking About
Our take: Empirical grading of AI-generated code; real pattern but presented as anecdote/opinion.
Why Impact & Innovation? We ask two questions of every story: did this actually change something in the real world (Impact), and is the idea genuinely new (Innovation)? Together, that's the TS Score — not engagement, not who posted it, just what matters and what's new.
An AI code evaluator revealed that the main failure pattern in agentic coding outputs isn't correctness but rather subtle violations of unstated system invariants that require human judgment to catch.
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