Officers found two indoor grow tents in the bedroom of the house, complete with air ventilation and a carbon filter.
Hours of lighting for the crop were controlled by time switches and the smaller tent had a reservoir-fed watering system.
Along with the 24 mature plants, worth a potential $43,000, police seized equipment valued at $7600.
Cory George King, 33, was renting the property solely for the cultivation and visited every couple of days to complete his "duties", the court heard.
Police intercepted communications from head-honcho Corkery, who told an associate: "they got one of my houses".
He did not want to lose "all three", he said.
Corkery stated he would pay someone $10,000 to take the rap and offered King $20,000.
The plan was collapsing.
Listening in to Corkery's conversations led police to another house; a flat on Union St East, in the heart of the student sector.
The defendant would take seedlings he had grown at home to the address, which was being looked after by 26-year-old Dylan Pattison.
The house had been rented out to him by Michael Kinraid, 34, through his father's Scarfie Flats business at which he worked.
Kinraid was in on it and was paid an ounce of cannabis a week in rent, the court heard.
When police raided the property on July 13 they quickly realised the scale of the enterprise.
Every room of the home had been used for cultivation, including the roof space, the court heard.
In total there were 353 plants, which could have had a street value of nearly $500,000.
Corkery regularly discussed the cloning of mother plants and bragged of having 13 different breeds at the flat.
He also talked about storing the drugs in a mobile food caravan he owned and sold more than $10,000 of the illicit substance in the seven months leading up to his arrest.
Judge Turner said it was a sign the cultivation was designed to be long-running.
"Common sense indicates this was not a one-off operation," he said.
Defence counsel Anne Stevens QC said her client was a heavy cannabis user and was known to be a grower.
She said he was approached by Pattison and the Union St plan was hatched.
Corkery had been clean of drugs for months and preferred sobriety.
Stevens called it "an enormous turnaround".
"His talents for horticulture could be put to far more positive use," she said, and added that there were plans in place to do so.
The court heard Corkery had previous cannabis convictions scattered throughout his criminal history and went to prison for it in 2008.
He told Probation the most recent offending was not committed for financial gain, rather it happened because of his "addictive personality".
However, a psychological report found he did not have obsessive compulsive disorder as he had suggested.
Kinraid was sentenced to 10 months' home detention and 300 hours' community work, while Pattison was jailed for two years four months.
