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feat(native): build model config and validate models natively behind the preview engine #1438

Job	Run time
Lockfile consistency	14s
Classify verification scope	10s
PostgreSQL integration and E2E tests	7m 51s
Native discovery on Windows	14m 16s
Fresh-process compile cache (10000 models)	11m 15s
Static checks and unit + integration tests	14m 55s
Fresh-process compile (5000 models)	7m 8s
Native discovery on Python 3.14	9m 54s
Formatter performance guards	6m 46s
Fresh-process compile (3000 models)	6m 21s
DuckDB E2E (build core)	9m 3s
Dense all-rules compile (3000 models)	5m 57s
Compiler engine differential	14m 38s
Same-runner compile ratio (fresh 3000 models)	13m 49s
Fresh-process compile cache (5000 models)	9m 41s
Fresh-process compile cache (3000 models)	9m 40s
Native discovery on Python 3.13	9m 41s
Same-runner compile ratio (dense 3000 models)	13m 55s
Dense all-rules compile (5000 models)	6m 59s
Build wheel (linux-x86_64)	6m 10s
Dense all-rules compile (1000 models)	5m 30s
Build wheel (linux-aarch64)	5m 46s
DuckDB E2E (CLI data)	6m 58s
Build wheel (windows-x86_64)	13m 42s
DuckDB E2E (CLI commands)	27m 57s
DuckDB E2E (integrations)	7m 58s
Build wheel (macos-arm64)	9m 10s
DuckDB E2E (CLI inspection)	8m 56s
Build wheel (macos-x86_64)	16m 2s
Fresh-process compile (10000 models)	7m 33s
Dense all-rules compile (10000 models)	6m 35s
DuckDB E2E (build incremental)	7m 48s
Performance guards	0s
Rules performance guards	0s
Verify	3s
	5h 2m 21s