Amplify · Pillar 5
Amplified Builders
This pillar is not about using AI tools. It's about a fundamentally different development process — agents create, humans architect and verify, quality is automated. It requires new frameworks on three fronts: how you build (creative), what makes your systems AI-ready (environment), and what guardrails ensure quality at scale (rigid). You can't have one without the other two.
Live Metrics
Full analytics →84.9%
AI share of code
392,682
AI agent lines
17
Without Cursor
Pillar Outcome
AI-assisted work ships at equal or higher quality than unassisted work, across all builder functions.
Leading Indicator
AI code %, cursor rules coverage per repo, Gandalf verdict pass rate, pattern library size
Lagging Indicator
Production incident rate trend, time-to-ship, security audit results
Commitments
Fork This Pillar
The Amplify pillar structure — outcome, leading/lagging indicators, commitments with status — can be adapted for your enterprise software company. Define what "done" looks like, measure adoption (leading) and impact (lagging) separately, and resist setting targets before you have baseline data.
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