Intentional Building Framework for AI-Era Developers
C5/10March 21, 2026
WhatA pre-coding deliberation tool that forces developers to articulate the problem, validate the hypothesis, and estimate value before any AI agent writes code — a 'design doc gate' integrated into IDE workflows.
SignalCommenters repeatedly note that when coding effort was the bottleneck it forced careful thinking, but now that AI removes that friction, people build the wrong thing faster without realizing it — the constraint that forced quality thinking has been removed.
Why NowAgentic coding has become the default workflow in early 2026, and the first wave of 'AI slop' internal tools and features is creating visible waste that engineering orgs are starting to push back against.
MarketIndividual developers and small teams using AI coding tools; 30M+ developers worldwide adopting AI assistants; competes loosely with design doc tools but nothing exists as an IDE-integrated pre-flight check.
MoatIntegration depth with major IDEs and AI coding agents (VS Code, Cursor, Claude Code) creates switching costs; outcome tracking builds a dataset of which pre-coding deliberation patterns lead to successful projects.
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