Eh, I don't recommend Code Complete, either, though not for the same reasons as mahmud.
You say you don't know of a book "which cover the nuts and bolts in such a thorough way". I can name one that covers almost the same territory:
Kernighan and Pike's excellent The Practice of Programming.
You could certainly argue that it doesn't cover the same territory in such a "thorough" way, if by thorough we mean "needlessly bloated". The Practice of Programming manages to say, in 288 pages, everything useful that McConnell needs 960 pages to spit out.
The Practice of Programming is the last book I can think of that came out of the old tradition of software books that valued concision and clarity of communication above all else. It's short and precise in the way that "The C Programming Language" is short and precise compared to modern PL books. Code Complete is a product of modern software book marketing; it takes forever to say anything, so that it consumes maximum space on a bookstore shelf, and attempts to justify its price in weight rather than ideas.