spencepd

'Well done is better than well said' - Ben Franklin

[Mark Holton @MarkHolton]

This auto-eval loop is interesting.

For my own agents the key takeaways for me are:

1. have clear evals
No eval → no improvement loop.
Define:
* completeness score
* correctness checks (did tool calls succeed)
* structure validation (output matches schema)
* decision usefulness (business logic)

2. Log full traces (not just outputs)
You want: tool calls,.decisions, failures
dead ends. Not for debugging
for learning and iteration. I.e. want:
* tool call inputs/outputs
* reasoning steps (even partial)
* failures (timeouts, bad data, wrong tool)
* retries / dead ends

[EyeOnMajors @EyeOnMajors]

Check out the EyeOnMajors Fantasy Golf Cut-Making Leaderboard for 2025!
https://t.co/xBC61iOBzJ

[spencepd @spencepd]

@EyeOnMajors That’s unbelievable. I have never seen anything like that. Is that typical for a PGA player?

[spencepd @spencepd]

@EyeOnMajors Nothing but the sweet spot! Over and over again.

[EyeOnMajors @EyeOnMajors]

Hamish McDuff gives his scouting report on Jon Rahm at Augusta in 2025...

[EyeOnMajors @EyeOnMajors]

Make The Cut and Win Free Fantasy Group Pool

Compete in the Players Championship fantasy golf pool on EyeOnMajors -- If you just make the cut, you earn a free major with EyeOnMajors pool for the Masters. Give it a try! https://t.co/MuHsqfTgoV (1/5)

[EyeOnMajors @EyeOnMajors]

Arnold Palmer’s driver off the deck at Bay Hill

https://t.co/H4uvnk7IDt

"When Arnold Palmer famously hit a driver off the deck, he was 74 years old and the shot occurred at the 2004 Arnold Palmer Invitational; the exact score for that day is not widely reported, but the highlight is remembered for his daring decision to use a driver from a difficult lie on the 18th hole, showcasing his aggressive playing style even at an advanced age."

[spencepd @spencepd]

This is a great idea for a self sustaining garden or flower bed. https://t.co/GNV8gpoc0e #compost

[spencepd @spencepd]

Too much #AI? Automation can lead to human error? That's impossible. @RbKeefer has really stepped in it this time! Be sure to check him out at @CodePaLOUsa. https://t.co/fle4TpfAnC https://t.co/FmhVF2gjwy

[Stacy Sheldon @StacysIdeas]

Join @Pomiet at #CodePalousa, March 28-30, in Louisville for "Goldilocks + #AI", led by @RbKeefer. Explore impacts of too much or too little #ArtificialIntelligence and how to find a fit that's "just right". https://t.co/6Ux847pEfW

[spencepd @spencepd]

Can #AI help reduce stress in healthcare? Check out @Pomiet research into this topic. https://t.co/2lRHX4YokL

[spencepd @spencepd]

Be sure to check out a new podcast from my friends at @EMI_Research. Great market research industry insights plus a few other fun and engaging topics. https://t.co/wb0gefxs8b

[EMI Research @EMI_Research]

Episode 3 of Intellicast is available! Listen as we discuss: #IPO #SurveyMonkey #Qualtrics #MRXTechnology #Service #sampleautomation #MRX #RealHousewives #Kanter # MRXInnovation
https://t.co/f0LqJpwUli

[spencepd @spencepd]

Come spend some time with #Pomiet during an introduction to concurrency with #elixir https://t.co/keJO1hLaLd

[Lonestar Elixir @LonestarElixir]

It's Popular! It's Hot!

It's "Introduction to Concurrent Programming with Elixir" w/ @rbkeefer at @LonestarElixir

https://t.co/OI1aiwPzZa

[spencepd @spencepd]

Get our of your rut and come have some fun with @Pomiet! Check out our latest #JobOpening. https://t.co/XJzpFGeFB1

[POMIET @Pomiet]

We're growing. If you are interested in exploring how we could work together, let's talk. #softwaredevelopment #humanfactors #lean #mobile

[spencepd @spencepd]

Packed house! @RbKeefer presenting #ElixirLang concurrency workshop at #codemash2018

[spencepd @spencepd]

"Perhaps the greatest opportunity for improving our professional satisfaction in the short term lies in restoring our connections with one another." #Healthcare #doctor https://t.co/TDvJOO1KvM

[Stacy Sheldon @StacysIdeas]

More and more research points to the need to #redesign #charting / #EHR to align with #interaction and #workflow. https://t.co/hSTmQZZ7iZ: Meaning and the Nature of Physicians’ WorK, @NEJM #healthii

[spencepd @spencepd]

Thanks @patrickhammond for presenting how to build the Santa Tracker on Android. My boy loves it!!

[spencepd @spencepd]

This is pretty cool. I never would have guessed each state to be so similar. Only a few outliers. https://t.co/lHgSYtzPZR

[Ancestry @Ancestry]

What's the Most Popular Surname in Your State?
https://t.co/2yYuGrtfVl

[Stacy Sheldon @StacysIdeas]

As we wrap-up 2017, it's exciting to reflect on achievements. Thanks for the list, @Redox. In 2018, let's add categories for #EaseofUse and #PhysicianHappiness. Our nomination is: #heathii. Cheers! https://t.co/ip2Y6Gd54Y

[spencepd @spencepd]

Put your geeky hat on and read about Col. Boyd's OODA Loop. I dare you to apply it to something in your world. Perhaps that 2 hour meeting you have tomorrow. Or your team's strategy to deliver. Or your business's goal to win! https://t.co/H64s8ZcSZC