Upgrading from Jessie to Stretch seems to have crossed this line where gpg 2.1.18 is now in action. So when "gpg -d" is executed on a past e-mail, the output is "gpg: decryption failed: No secret key". This file exists:
~/.gnupg/secring.gpg
The man page says that's an old file, and mentions this file:
~/.gnupg/.gpg-v21-migrated
File indicating that a migration to GnuPG 2.1 has been done.
That file also exists and is zero in size. Yet I still cannot decrypt my email. The FaQ says:
"To ease the migration to the no-secring method, gpg detects the presence of a secring.gpg and converts the keys on-the-fly to the the key store of gpg-agent (this is the private-keys-v1.d directory below the GnuPG home directory (~/.gnupg)). This is done only once and an existing secring.gpg is then not anymore touched by gpg."
That apparently did not happen correctly. The directory ~/.gnupg/private-keys-v1.d exists but it is empty.
Note that I did not use debian's "dist-upgrade" tool. Instead I installed Debian Stretch from scratch, and copied my $HOME contents.