AI Pair Debugger That Defers to Developer Intuition
C6/10April 8, 2026
WhatA developer tool that monitors AI-assisted coding sessions and flags when the AI is confidently wrong, using the developer's codebase context and past corrections as ground truth.
SignalMultiple commenters describe a specific painful pattern: AI coding assistants that gaslight developers into doubting their own correct instincts about bugs, confidently pointing them away from the actual root cause and wasting hours of debugging time.
Why NowAI-assisted coding has gone from experimental to daily workflow for millions of developers in the past year, but the failure mode of confident-but-wrong suggestions is now a major productivity drain at scale.
MarketProfessional developers using AI coding tools (~30M+ globally); $2B+ TAM in developer tools; GitHub Copilot and Cursor don't solve the 'AI gaslighting' problem — they cause it.
MoatPer-codebase learning from developer corrections builds a project-specific knowledge graph that becomes increasingly accurate and hard to replicate.
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