The Whites face an away trip on Tuesday to Oxford City, a side who have only managed two wins and three draws in their opening 15 games.
Speaking after Saturday's 3-3 draw, where individual errors cost Hereford, leaving Omari Sterling-James to rescue the side with a hat-trick, Caddis reaffirmed his commitment to Hereford.
He said that while he is not "absolutely buzzing" with how his side has been so far this season, he "works tirelessly at this football club".
Having joined Hereford as a rookie manager, two positive seasons saw the Bulls make progress on and off the field. But after an anti-climactic pre-season, the season has got off to a slow start and the play-off places - a bare minimum for most supporters - seem a mile away.
"I'm desperate to succeed," the Scot, who lives in Lancashire, added. "I've been down here [in Hereford] since Monday night. It's now Saturday and I'm part-time. I devote my life to this football club.
"The people behind the scenes will tell you I'm in regularly. Supporters will tell you, I see a lot of them in the town centre and trust me, I'm trying everything.
"I don't mind the criticism as long as it's not personal and people have every right to have a pop. But, I promise you, we're doing everything we possibly can."
Certain stats paint a stark picture of Hereford's start to the season. The Bulls have gone behind in eleven of the 14 league games played so far this season and have only kept one clean sheet - against an Alfreton side who never looked like scoring and who subsequently sacked their long-serving manager Billy Heath.
Some fans have also questioned tactics, especially playing one striker at home. Even on Saturday when the Bulls were trailing 3-1 in the second half, Andy Williams - who appeared visibly frustrated during the game - made way for Remaye Campbell.
But the Scot tried to paint a positive picture at times during his lengthy post-match interview, highlighting I-Lani Edwards, Charlie Cooper and Gus Mufata.
Analysing the game, he said: "Is it tactics, is it shapes? It's easy for people to say that, I absolutely get it, everyone's entitled to their opinion."
He added: "I understand the obsession with two strikers. We just scored three goals with one striker on the pitch."
He also said he wants the players to carry their second half performance into Tuesday, hoping it can "kick us on".
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