The St. Louis Cardinals’ former director of amateur scouting, Chris Correa, is serving 46 months in jail for gaining unauthorized access to the Astros’ player information/evaluation database, codenamed Ground Control. A few days ago, MLB announced St. Louis’s penalty: they’d have to send $2 million and their top two draft picks to Houston.

From a network-security perspective, the case is interesting. It illustrates how difficult true network security really is, which raises the strong possibility that another team will attempt this in the future (if indeed one isn’t doing it right now).

Here’s a timeline of the incident up until it was made public:

• March 2013 – April 2014: Correa accesses Ground Control using passwords of various Astros staff. (Source: David Barron and Jake Kaplan of the Houston Chronicle.)
• June 2014: Deadspin posts leaked documents that were retrieved from Ground Control, mostly regarding trades or potential trades during the 2013 season. This action causes the Astros to contact MLB, who contacts the FBI to begin an investigation into the breach. (Source: Derrick Goold and Robert Partrick of the St. Louis Post-Dispatch.)
• June 2015: Michael S. Schmidt of the New York Times reports that the Cardinals are the prime suspects in this investigation.

Why didn’t the Astros detect the unauthorized access themselves? I don’t know anything about how they ran their security team, so I can only speculate. But I do have several years of experience in the network-security industry. I’ll use those to provide a perspective.

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To whatever extent the Astros are going to have issues, they probably won’t have to worry too much about the lineup. As Mike Petriello recently wrote, said lineup looks to be incredibly deep. Based just on Steamer and our present depth charts, the Astros project to have easily the best-hitting lineup in the American League. The Red Sox come in second, but they trail by more than 30 runs. Steamer is just one system, and ZiPS will join it soon, but the point is made clear: The Astros offense looks good. They’ll score a bunch.

Yet something else has taken place, quietly. As the Astros have built a better order, there’s also been a rather significant side effect. I can’t tell you whether it’s been intentional, or whether it’s been a coincidence. But if you can believe it, the Astros are going to make contact. In fact, they project to be very nearly the best contact-hitting lineup in the game.

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“I’m a completely different hitter from each side of the plate,” Hank Conger told me one time. He went on to describe how he had more loft in his swing from one side. Switch-hitter Billy Burns said about the same thing, speculating that his relative lack of experience hitting from the left side was the cause for his lack of power on contact from that side. “My muscles aren’t as strong there,” he told me in July of 2015. Even if a player is capable of hitting — even hitting well — from both sides of the plate, that doesn’t mean he’s the same type of hitter from both sides. Subtle differences are bound to be present.

All of this may explain a strange thing that happened to Jonathan Villar last year.

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It wouldn’t be fair to refer to MLB’s disciplinary record as toothless. There exists a relatively tough PED policy, and as of not all that long ago, there also exists a relatively tough policy on domestic violence. And last summer, the Red Sox were dealt a decently severe penalty for international signing violations, even though their behavior wasn’t exactly unique to them. The Red Sox were hit hard. Individual players have been hit hard when they’ve crossed the line. There’s not a consistent history of the commissioner being too light.

What we have now, though, are two penalties that have drawn similar reactions within the league. Many teams and team-people thought the Padres got off way too easy when A.J. Preller was suspended a month for withholding medical information in trade talks. And now, there’s a similar consensus belief about the penalty dealt to the Cardinals for Chris Correa’s repeated hacks of the Astros. Everyone had been waiting for a while to see how baseball would deal with an unprecedented conduct violation. In the end, the Cardinals are out a couple draft picks.

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The truth about a Hall of Fame career is that there’s no single magic moment that makes it happen. There’s no way you can put together the sort of resume that ends in Cooperstown unless you make many changes along the way. Baseball is that demanding.

When it’s all over, though, there’s time for looking back and for giving thanks. Because in order to make all those adjustments, the players had to receive advice from truth-peddling coaches and players along the way. For every adjustment, there was a trusted source that helped at just the right time.

So, along with the help of Alyson Footer of MLB.com, Bill Ladson of MLB.com, and others, I asked our newest Hall of Fame trio about their path to the big leagues.

*****

Jeff Bagwell

On Power: “I think my hitting coach, Rudy Jaramillo and I – you know, when I was in the minor leagues and all that kind of stuff, I used to hit a lot of balls with back, excuse me, topspin. And then I kind of learned how to change my hands a little bit and get a little bit of backspin and all that kind of stuff, and that carried the ball…

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Larry Andersen is famous for being traded for Jeff Bagwell. Phillies fans know him for his fine work on the club’s radio broadcasts. In terms of his playing career — he pitched in the big leagues from 1975 to 1994 — Andersen is known for having one of the best sliders in the game.

His best years were with the Astros when he was in his mid- to late 30s. From 1986 to -90, the right-handed setup man appeared in 293 games and fashioned a 2.55 ERA and a 2.53 FIP. His 445 innings over the stretch were sixth-most among relievers.

His signature pitch was elite. As Rob Neyer wrote at ESPN back in 2004, “Larry Andersen perfected his slider to the point where he rarely bothered throwing anything else.” In the Neyer/James Guide to Pitchers, Larry Dierker was quoted as saying his former teammate had the best slider he’d ever seen.

Anderson told me about his slider midway through the 2015 season.

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Andersen on why his slider was so effective: “The way I threw it — this is from talking to guys I faced, and ended up playing with — it looked like a fastball. A number of them told me: ‘I swear it’s a fastball; it looks like a fast one.’ That’s the key. Hitters aren’t committing to hit the ball when it’s three feet in front of the plate, they’re committing to the ball when it’s halfway there. The best hitters obviously pick up the spin, but if they see fastball and commit, and it’s not a fastball, they’re not going to have much luck.

“I basically tried to throw my slider how I would grip a four-seam fastball. I would kind of just rotate my fingers to the side of the ball a little more. That was probably more my cutter. I really had three pitches with one grip. It was essentially more pressure, and where my fingers were placed on the ball.

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On Tuesday, we looked at the best pitches in baseball last year when judged by whiffs and grounders. One thing we learned in that exercise: they were all thrown by relievers. Makes sense. They get a lot of advantages when it comes to short stints and leveraged situations. Let’s not hold it against them because the rest of the reliever’s life is very difficult. On the other hand, let’s also celebrate the starting pitchers separately, because many of them have pitches that are excellent despite the fact that they have to throw more often, to batters of both hands.

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While the 2016 campaign is over and the flurry of moves after the season has come to a halt for the moment, a whole year’s worth of data remains to be examined. Today’s post is an easy one and a fun one. Let’s find the best pitches that were thrown regularly last year.

Before we begin: the word “results” appears in the headline, but I’m not going to use results judged by things like singles and doubles and the like. The samples gets pretty small if you chop up the ball-in-play numbers on a single pitch, and defense exerts too much of an influence on those numbers. So “results” here denotes not hit types, but rather whiffs and grounders.

I’ve grouped all the pitches thrown last year, minimum 75 for non-fastballs, 100 for fastballs. I combined knuckle and regular curves, and put split-fingers in with the changeups. So the sample per pitch type is generally around 300 — a lot less for cutters (89) and a bunch more for four seamers (500) — but generally around 300 pitches qualified in each category. Then I found the z-scores for the whiff and ground-ball rates on those pitches. I multiplied the whiff rate z-score by two before adding it to the ground-ball rate because I generally found correlations that were twice as strong between whiff rates and overall numbers like ERA and SIERA than they were for ground-ball rates.

The caveats are obvious. Pitches work in tandem, so you may get a whiff on your changeup because your fastball is so devastating. This doesn’t reward called strikes as much as swinging strikes, so it’s not a great measure for command. On the other hand, there isn’t a great measure for command. By using ground-ball rate instead of launch-angle allowed, we’re using some ball-in-play data and maybe not the best ball-in-play data.

But average-launch-angle allowed is problematic in its own way, and ground-ball rate is actually one of the best ball-in-play stats we have — it’s very sticky year to year and becomes meaningful very quickly. Whiff rates are super sexy, since a swing and a miss represents a clear victory for the pitchers over the batter — and also because there’s no room for scorer error or bias in the numbers. And while the precise way in which pitches work in tandem remains obscure in pitching analysis, we can still learn something from splitting the pitches up into their own buckets.

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The White Sox are blowing it up, having traded Chris Sale and Adam Eaton in blockbuster deals on back-to-back days at the Winter Meetings. They are almost certainly not done, with other attractive veterans like David Robertson and Todd Frazier as trade chips, either this winter or before the summer trade deadline. But for teams looking for make a bigger splash, the White Sox have one more big trade to make, as they haven’t yet moved Jose Quintana, one of the game’s best pitchers, and a guy who is signed for four more years at bargain prices.

And for a while now, whenever anyone asked where I thought Quintana would end up, I would name the Houston Astros as the best fit. The Astros already have a very good team, but they’re a step below the best teams in baseball, and adding a frontline pitcher like Quintana seems like a way for a team with a strong young core to solidify their status as contenders both this year and for the future. Quintana’s modest salary would not prevent them from keeping any of their young stars in Houston, and since he’s around for the next four years, they could justify giving up some of the valuable young talent for which they might not have room.

The Astros have the means to get Quintana, and as a contender who could use an upgrade to keep up with Boston and the big boys in the National League, it’s not that hard to make a case for why they should push hard to land Chicago’s other ace. But the more I looked at the Astros roster, the more I began to wonder whether Houston really needs Quintana after all.

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There are certain club options we just take for granted. Andrew McCutchen has only one guaranteed year remaining on his deal, but it’s almost unimaginable that his employer might turn down his $14.5-million club option for 2018. Similarly, Chris Sale has only one guaranteed year remaining, but then he has consecutive club options, worth $12.5 million and $15 million, respectively. These are very good players, so for all intents and purposes, McCutchen’s locked up two years, and Sale’s locked up three.

I was wondering last night just how bad McCutchen would have to be in 2017 for his option to be declined. I then quickly one-upped myself. The McCutchen answer was maybe somewhat interesting. But what about an even more team-favorable option? Enter Jose Altuve. Altuve is under guaranteed contract for 2017. Then he has a club option, worth $6 million. And, for the sake of being thorough, that’s followed by another club option, worth $6.5 million. The question to be addressed: How bad would Altuve have to be this year for the Astros to not want to pay him $6 million the year after?

This hypothetical is exceptionally stupid. Let’s get on with it, then.

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