The Brewers happen to need a closer, since Salomon Torres retired. The team is also facing the likely departure of free-agent relievers Eric Gagne, Guillermo Mota and Brian Shouse.
"We're going to have some jobs that will be competitive in the bullpen," Brewers GM Doug Melvin said. "We put [Julio] on the roster, he'll come to camp, and we hope he can rebound and pitch the way he did in the past. Sometimes relievers follow bad years with good years."
Julio started last season with the Indians but was released after 15 games, including a five-run, 1 2/3-inning outing in his final Cleveland appearance, which boosted his ERA from 3.38 to 5.60. He signed a Minor League deal with the Braves and was 1-2 with a 2.08 ERA and 13 saves in 38 games at Triple-A Richmond. Julio finished the year strong as one of the Braves' September callups, allowing only one earned run and striking out 19 batters over 12 appearances spanning 12 1/3 innings. He didn't allow a run in his final 11 games for the Braves.
The Brewers had good scouting reports on Julio, even from his performances early in the season in Cleveland. They also have a scout currently in Venezuela, where Julio has appeared in four Winter League games.
Julio was not rated a Type A or Type B free agent, so he will not cost the Brewers any Draft picks next year.
He's Milwaukee's second Major League free-agent signing this offseason. The team inked left-hander R.J. Swindle on Nov. 25.
Melvin has a history of giving relievers, especially hard-throwers, an opportunity to bounce back. He claimed Derrick Turnbow off waivers from the Angels in 2004, and Turnbow turned into an All-Star closer. Last offseason, he traded away Johnny Estrada, who likely would have been non-tendered anyway, to get Mota from the Mets, and Mota was one of Milwaukee's best relievers down the stretch.
"I suppose he's a bit like Mota in that he's pitched the late innings before," Melvin said of Julio. "He could fill that kind of role for us."
Like Swindle, Julio is pitching in the Venezuelan Winter League. He had appeared in four games through Wednesday and had allowed two runs on four hits with two saves for Caracas, his hometown.