https://www.cbsnews.com/news/carl-stewart-drug-dealer-identi...
The CCC made a point a couple years ago by publishing finger prints of high ranking German government officials extracted from photos
It takes little effort to reproduce the key by disassembling the lock to get access to the plug.
https://www.bbc.co.uk/programmes/m001v9ds
Possibly/probably only available to UK IP addresses.
As an aside, this is a paradox that has fascinated me for a while. Potentially any step that we take to be more private or anonymous makes us stand out more, thus easier to track and re-identify, because we end up in a smaller crowd (i.e. anonymity set).
What did him in was boasting from a non-clean slate identity among other things. He needed strict separation between big time jobs which require an absolute clean slate because all the attention will be there, small time jobs that are likely numerous and sloppier but no one will bother to investigate, and pleasure. He didn't have that.
It seemed like parallel construction [1] to me. Considering that the NSA is known to give the DEA "tips" [2], and has a division specifically to start parallel construction investigations [3], and this was a high profile drug case, it would be odd that they didn't use parallel construction techniques.
[1] https://en.wikipedia.org/wiki/Parallel_construction
[2] https://arstechnica.com/tech-policy/2013/08/us-drug-agency-g...
[3] https://www.reuters.com/article/world/exclusive-u-s-directs-...
The IRS guy figured it out and nobody would act on it because they all figured the FBI would know better and they should wait for the FBI to do it right. ... but actually he nailed it.
It shows how small bits of information from several sources are used to tie this guy's aliases together.