Chief of Staff, Driveline Baseball Driveline Dominican Republic, Opening Nov 2026

Kent, WA
Joined February 2024
Emily Coolbaugh retweeted
Trea Turner went from one of the best shortstops in baseball to a below-average hitter in one year. What changed? 2025 → 2026: 📉 fWAR: 6.5 → 1.1 💥 wOBA: .352 → .298 🏆 2025: NL batting title (.304) Turner’s avg and max exit velo were both down this year, despite a slight increase in bat speed from 2025. His hard hit rate and LA Sweet-Spot% also decreased, while his K% increased. Contact quality 2025 → 2026: ⚡️ Bat speed: 71.2 → 71.7 mph 💥 Avg exit velo: 89.3 → 88.4 mph 🚀 Max exit velo: 111.7 → 110.1 mph 🔨 HardHit%: 42.1% → 39.3% 🎯 LA Sweet-Spot%: 36.8% → 32.7% ❌ K%: 16.7% → 21.0% Turner’s batted balls were much less productive in 2026 than 2025. His oppo% went from 25.8% to 30.3%, and his air% increased by 3 points while his pull air% decreased. He also popped up nearly twice as often (4.3% → 8.0%). But despite him going opposite field more often, his attack direction and point of contact both moved more pull-side. While his barrel moved more pull-side in 2026, it’s likely that he struggled to release the barrel to match his direction. This would explain why he was going oppo more despite catching the ball further out in front. This was likely causing him to sidespin balls to the right side of the field and limiting his ability to flush balls in the air to the pull side, which could explain this change in ball flight. In addition to this, his path moving further out in front coincided with his whiff rate and chase rate both increasing. He particularly struggled with pitches at the bottom of the zone. Swing and miss 2025 → 2026: 🌀 Whiff%: 24.8% → 27.7% ⬇️ Low in-zone Whiff%: 14.9% → 20.0% 🔥 Low in-zone FB Whiff%: 6.2% → 12.6% 🪃 Low in-zone offspeed Whiff%: 16.7% → 28.6% 🔄 Offspeed Whiff%: 27.6% → 36.8% These changes likely stem from a small mechanical change. While his bat speed improved from 2025 to 2026, his path made it harder for him to consistently square the ball up. He may benefit from a return to his 2025 bat path. —@Stevie_T12
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Emily Coolbaugh retweeted
Dick Williams hired me (Reds) and gave me full control over personnel, but advised me to do what was in the best interest of the club, not what was easiest for me. I ultimately kept the entire staff for one full year, and inherited coaches like Elmer Dessens were absolute rockstars for me. I could write a lot more about this and our approach from 2019-2021 that was wildly successful, but that's for another time. Suffice to say that I don't believe in wholesale regime change on day one, and I think it's usually a major mistake borne out of sheer laziness. Attached is the Reds' audit I did in 2021 showing our Stuff+ ranks compared to other organizations. I'm proud of the work our team did from top to bottom - both new coaches and ones that bought in for the ride.
@halfkelly Beautifully edited and well executed. @drivelinekyle if an owner backed your vision how would you decide when to keep working on buy in with existing staff and when to bring in new people? Loved your approach with the Reds coach.
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Wonder what they’ll say when they find out there’s one of us at minimum on every single MLB team…
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Emily Coolbaugh retweeted
Replying to @tylermilliken_
This report is inaccurate for several reasons. 1) I never worked in Player Development for Boston. 2) My job over 2.5 years was to build the Baseball Sciences department and to advise Breslow mainly on R&D initiatives. 3) Only reason I'm not in Boston anymore is due to working for an ownership group in NPB which is a conflict of interest of continuing work in MLB; wasn't possible to do both (sadly). I still support the Red Sox and Craig's vision for the organization.
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Emily Coolbaugh retweeted
Good command doesn't guarantee good results. A targeting problem shows up when the data says a pitcher is hitting his spots, but the location results are still below average. It also works the other way: some pitchers have lower command but better location grades because they're aiming at better spots.
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Emily Coolbaugh retweeted
Some early estimated workload modeling confirms what @brewerhendrix mentions below A higher level of throwing fitness allows for the this to be pulled off safely
Replying to @brewerhendrix
A starter with a big chronic base can absorb a 15-20 pitch inning on his side session day without a meaningful spike in workload Same inning for a pitcher without a solid chronic base could be a different story You can't know which you have by guessing. You know by tracking
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Emily Coolbaugh retweeted
The Marlins are running one of the most interesting side quests in baseball right now Their best starters are also their highest-leverage relievers? Let's talk about it 🧵
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Emily Coolbaugh retweeted
We're Hiring! Looking for Hitting Coaches for our Dominican Republic location 🇩🇴 Apply today ➡️ teamworkonline.com/baseball-…
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Emily Coolbaugh retweeted
An early flip up is usually linked to early torso rotation. But what if that’s not always the case? It can also be linked to early supination of the throwing hand in the takeaway phase.
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Emily Coolbaugh retweeted
Sums it up.
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Emily Coolbaugh retweeted
Horizontal Attack Angle vs Horizontal Bat Angle HAA — the direction the barrel is moving HBA — the direction the barrel is facing 🧵how these interact to influence ball flight
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Emily Coolbaugh retweeted
I think I’m in love
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Emily Coolbaugh retweeted
ACL looks fine
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Emily Coolbaugh retweeted
Coby Mayo Outlier Bat Path Mayo has the most pull-side Attack Direction in the MLB He also has one of the most vertical Bat Paths — a very unique combination 🧵Some relatively simple adjustments could significantly reduce his whiffs & ks
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Emily Coolbaugh retweeted
Driveline's R&D team presented a new bat path model at Saberseminar. Trained on 35,000 swings from 700+ athletes in the Launchpad, validated against MLB data. It grades every swing on the offensive value it produces - contact quality, plane, and arsenal coverage. Then it generates every swing variation a hitter could take and finds the one that fits their body and training history best. Not a fantasy swing. A realistic target.
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Emily Coolbaugh retweeted
On the new bat path tooling we've demonstrated to great effect at Saberseminar - reps from multiple MLB teams loved the research and talked about how we're pacing the field. Maybe a pause is in order... 🤔
Driveline's R&D team presented a new bat path model at Saberseminar. Trained on 35,000 swings from 700+ athletes in the Launchpad, validated against MLB data. It grades every swing on the offensive value it produces - contact quality, plane, and arsenal coverage. Then it generates every swing variation a hitter could take and finds the one that fits their body and training history best. Not a fantasy swing. A realistic target.
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Emily Coolbaugh retweeted
Sunday Side Sessions: Starter v. Reliever Workload By better understanding the demands of the season, we can better prepare pitchers in the offseason
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Emily Coolbaugh retweeted
Cole Carrigg has been electric to start his MLB career with the @Rockies, but stands with the most to gain with a slight path change - a lower entry and a steeper plane for him can help lead to more productive outcomes as a LHH. But why?
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