The AI Bottleneck Isn't Generating Code — It's Governing It

Description and use

<p>Anyone who has given autonomous AI coding agents (Claude, Devin, Antigravity, or Copilot Workspace) free rein in a production repository knows the uneasy feeling: in one minute, the agent writes a brilliant algorithm; in the next, it touches an unrelated file, rewrites your <code>go.mod</code>, hallucinates non-existent unit tests, and tries to commit directly to <code>main</code>.</p> <p>The industry is beginning to recognize a fundamental truth:</p> <blockquote> <p><strong>The real bottleneck in AI-assisted software engineering isn't token speed or code generation. It is the ability to ve

Problem

<p>Anyone who has given autonomous AI coding agents (Claude, Devin, Antigravity, or Copilot Workspace) free rein in a production repository knows the uneasy feeling: in one minute, the agent writes a brilliant algorithm; in the next, it touches an unrelated file, rewrites your <code>go.mod</code>, hallucinates non-existent unit tests, and tries to commit directly to <code>main</code>.</p> <p>The industry is beginning to recognize a fundamental truth:</p> <blockquote> <p><strong>The real bottleneck in AI-assisted software engineering isn't token speed or code generation. It is the ability to ve

Outcome

<p>Anyone who has given autonomous AI coding agents (Claude, Devin, Antigravity, or Copilot Workspace) free rein in a production repository knows the uneasy feeling: in one minute, the agent writes a brilliant algorithm; in the next, it touches an unrelated file, rewrites your <code>go.mod</code>, hallucinates non-existent unit tests, and tries to commit directly to <code>main</code>.</p> <p>The industry is beginning to recognize a fundamental truth:</p> <blockquote> <p><strong>The real bottleneck in AI-assisted software engineering isn't token speed or code generation. It is the ability to ve

Evidence

The AI Bottleneck Isn't Generating Code — It's Governing It

Source