My Macintosh HD partition is damaged and the disk utility failed to repair it

I cannot boot anymore after I tried to repair the disk with Disk Utility after my Mac became very slow.
This is the second time it happened to me in a week with the same symptoms. When I try to boot, I see a gray screen and the computer just stops
When I use the recovery partition, the disk utility fails to repair the disk, stopping after failing to fix the catalog file.
I started to use TM to backup my data after erasing the disk and reinstalling Mountain Lion but I wonder if my hard drive is damaged because the same problem happened twice. (Thanks TM for keeping my data safe this time)
Any advice or ways to fix that once and for all ?
PS : The worst is that i can still boot with Bootcamp to Windows, not very useful though

rpignard wrote:
 Any advice or ways to fix that once and for all ?
Since your Recovery HD and Windows partition work fine, the problem is located in your Macintosh HD partition and I very highly suspect it's bad/failing sectors that's to blame for your troubles.
This can sometimes occur if the computer was moved while the hard drive was in operation, else sectors fail all by themselves, or if the drive is having mechanical issues, which you problem will continue no matter what you do.
This time when you use Recovery > Disk Utility to erase the Macintosh HD partition, use the middle secure erase option, not the far left or right options (the right will work also just take a really long time)
What your doing is with the middle secure erase option is called a "Zero" write, which Disk Utility will write 0's over all the bits in that partition. When it's done it will read it back for confirmation and when it does so, any bits that are failing will be mapped off by the drive. Hopefully this will resolve the issue without needing a drive replacement.
Once that is completed, reinstall OS X from Recovery, any programs from original sources, files only from backup and your problems hopefully should disappear.
What happens is if your data gets corrupted on the boot drive by failing sectors, it gets transfered to TimeMachine (or to bootable clones) and when you restore your right back to square one. So it's important to rule out that possibility with original installs of OS X and third party programs.
If your problems continue, then it's possibly a problem  with third party at boot kernel extension files, (and the catalog problem was yet another one) so to solve this you need to make sure all your third party software is updated and works with your current OS X version.
A trick is, if you get gray screen at boot time, is to hold the Shift Key while booting the computer, this will disable a lot of things and allow you to fix the third party software issue.
What I suggest you do is have multiple backup systems, including hold option key bootable clones, this way if your TM drive gets corrupted you can go back in time to a saved state on the clone, restore that and then your files from the TM drive.
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