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This is the part that actually matters for code reviews: Generating code is about output. Verifying code is about skepticism, judgment, and trust. Those are different engineering muscles, and strong coding teams need both where things are headed with coding agents.
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"text": "This is the part that actually matters for code reviews: \n\nGenerating code is about output.\n\nVerifying code is about skepticism, judgment, and trust.\n\nThose are different engineering muscles, and strong coding teams need both where things are headed with coding agents.",
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"text": "Generating code and verifying code are fundamentally different engineering problems.\n\nGood to see Claude Code recognizing the importance of review.\nAnd does it cost $15-20 per PR ?!@#?\nBut the real question is:\n\nShould the same system that generates the code also verify it?\n\nIn mature systems, we separate concerns:\n • Creation systems → generation\n • Integrity systems → quality, governance, verification, observability\n\nThey operate on different philosophies:\n generation optimizes for output, verification for skepticism.\n\nSpeed is easy.\nQuality is the hard part.\n\nAnd as code generators evolve, teams will want the freedom to switch between them.\n\nThat’s why we believe the winning stack will look like:\n Claude + Qodo = speed + quality = velocity\n (Claude reviewing Claude risks shared blind spots and even $$ spend?)",
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