Corollary 2
Tag 09YO, permanent. Cite it as [Bourbaki, Tag 09YO].
Lie Groups and Lie Algebras, chapter I, § 5. Solvable Lie algebras
The radical r of a Lie algebra g is a characteristic ideal.
is a characteristic ideal and the Killing form is completely invariant (§ 3, no. 6, Proposition 10). Hence the orthogonal of with respect to the Killing form is a characteristic ideal (§ 3, no. 6, Proposition 7 (b)).
Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.