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feat(native): normalise and compare types natively behind the preview engine #1428

Job	Run time
Lockfile consistency	13s
Classify verification scope	10s
Build wheel (macos-x86_64)	14m 17s
Build wheel (windows-x86_64)	10m 15s
Build wheel (macos-arm64)	8m 31s
Build wheel (linux-aarch64)	5m 57s
Build wheel (linux-x86_64)	7m 14s
Native discovery on Python 3.13	6m 36s
Dense all-rules compile (10000 models)	7m 44s
Static checks and unit + integration tests	12m 43s
Formatter performance guards	7m 36s
Compiler engine differential	10m 32s
Native discovery on Windows	10m 43s
DuckDB E2E (CLI data)	8m 41s
PostgreSQL integration and E2E tests	6m 56s
Dense all-rules compile (1000 models)	7m 0s
DuckDB E2E (build incremental)	10m 20s
Same-runner compile ratio (fresh 3000 models)	15m 5s
Dense all-rules compile (5000 models)	8m 55s
DuckDB E2E (CLI commands)	18m 1s
DuckDB E2E (build core)	9m 35s
Dense all-rules compile (3000 models)	7m 45s
Fresh-process compile cache (3000 models)	9m 23s
Fresh-process compile (10000 models)	5m 12s
Fresh-process compile cache (5000 models)	8m 38s
Fresh-process compile cache (10000 models)	9m 19s
Native discovery on Python 3.14	8m 24s
Same-runner compile ratio (dense 3000 models)	17m 6s
Fresh-process compile (5000 models)	7m 0s
Fresh-process compile (3000 models)	10m 7s
DuckDB E2E (integrations)	4m 59s
DuckDB E2E (CLI inspection)	10m 45s
Performance guards	0s
Rules performance guards	0s
Verify	2s
	4h 45m 44s