James Penning

Software engineer | CI/CD + DevOps | AI in everything | Sports Models | Learning out loud.

[James Penning @jpenning0]

Is anyone else here working on building their own sports models?

Two accounts I’ve seen that look to know there stuff: @davidsasser and @TheModelManSam.

Who else is out there worth a follow?

[James Penning @jpenning0]

I've been working on my NFL models all season, but kept tweaking them over and over.. finally deciding that I just need to get these out and let them cook for a bit.

This project started back in 2020 using spiders to crawl nfl reference and feed them to scikit learn libraries in python to where we are now.
https://t.co/arTPIwYQgb

[James Penning @jpenning0]

Only on this app can this type of interaction happen.

@X truly is goated.

[Kyle Van Noy @KVN_03]

Great question… saw this on my fyp… I was traded back in 2016 to the patriots from the Lions . I got a call from the Lions GM at the time saying I was traded (he forgot to tell me until the end of the call where I was traded to). You then get a call from the team that traded for you (patriots). They set a flight up with you as fast as possible. They want you on the first flight out essentially because they want/need you to get a physical done right away so the trade can go through or have a Crosby situation where they say “failed physical”. This to me is what fans don’t know . Properties are taking care of like anybody else moving for a job all by yourself. You can sell the house with a realtor if you bought one in the city you play in or renting you gotta pay the rest of the rent even if you are not living in it. The only thing when I was traded the team took care of was moving. Teams give you a certain amount of money for movers and shipping your car. Lastly , team takes care of about 10 days or 2 weeks paid for a hotel room until you can find your own living. This could have changed but I’m sure it’s the same. That’s how trades work.

[James Penning @jpenning0]

@MCAnalyticsHQ This is awesome stuff. Impressive work 👏

[James Penning @jpenning0]

@johnnytwoticket I think people vague post to drive interaction with their shit. 😅

[James Penning @jpenning0]

What did I miss here??

[B2BCHAMP Sugurray from UGA 🏆🏌️‍♂️🍻🏈🐶🍻🏆 @sugurray4UGA]

Phil Mickelson going to spend the rest of his life in jail....what a fall from grace.

[James Penning @jpenning0]

@Matt_barlowe Nice graphic. Surprised the Chargers aren’t at the bottom 😅

[James Penning @jpenning0]

@TheBetDesk Awesome man. You’re on the top of the list when I start sending out invitations.

[James Penning @jpenning0]

@TheBetDesk Nope! I plan on sharing.. it’s not fully ready yet 😅

[James Penning @jpenning0]

@TheCornerHunter

[James Penning @jpenning0]

What’s your biggest degenerate moment sports betting?

I doubled/tripled/quadrupled down on the Wolves in the playoffs and lost my ass.

[James Penning @jpenning0]

@tonywojo I think a lot go through those phases. good work man!

[James Penning @jpenning0]

@TheCornerHunter

[James Penning @jpenning0]

@johnnytwoticket Just remember the little guys when you make it big 🫡

[James Penning @jpenning0]

One thing I see constantly on X is “copy this workflow immediately!” or “steal this!” and no one should ever do that.

What you should do instead is read through what they’re proposing, work through it with Claude, and define a workflow that works for you.

There are some truly crazy things I’ve seen people do that aren’t practical for most people.

[James Penning @jpenning0]

Brilliant. Just saved this and now have an “X Memes” album on my phone.

No more searching for gifs 🙏

[SleeperHoops @Sleeper_Hoops]

Me after realizing that you can take a screenshot of a tweet directly from the copy link option

[James Penning @jpenning0]

@rito_bog I’ll dig into it, but I’m getting these lines from Owls Insight api. So something might very well be off

[James Penning @jpenning0]

I see a few worrying lines.. but my favorite is the Bills vs Jets over. I think we see that line move by the end of the week.

[James Penning @jpenning0]

@OnyxOdds This is arguably the best lineup they’ve had. Curious to see how much the QB change moves the lines this time!

[James Penning @jpenning0]

@KairosEdgeBets Yea, at this point we’re in the information gathering stage. Gotta nail the process down first!

[James Penning @jpenning0]

🙈 we gotta get better man!

[James Penning @jpenning0]

@rito_bog right now, mine are locking against the open price and it’s before the prior weeks games were played.

Actually going to be changing this to happen after all games conclude.

[James Penning @jpenning0]

@usedibs Yea. That’s a great way to bound this.

[James Penning @jpenning0]

Okay.. this could be wild.

Create an MCP that connects to your database on you local and have your grok bots constantly be combing through finding edges

[Tailscale @Tailscale]

@bot can now connect to private MCP servers on your tailnet without exposing them to the public internet.

Powered by Tailscale OAuth apps, now GA, so you can build secure agent integrations, too.

Read more here: https://t.co/cmn8tpM6w7