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Get Started Free →Build small, reproducible images: layer ordering for cache hits, multi-stage builds, pinning by digest, and why running as root is still the most common finding.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | -15% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -2% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 28% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 5% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 24% | 0% |
Build small, reproducible images: layer ordering for cache hits, multi-stage builds, pinning by digest, and why running as root is still the most common finding.
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