mike

follow to make your ai smarter

[mike @mike_bell_dev]

Full paper below. I also wrote a section at the end for your AI model to read and get all the takeaways it needs

https://t.co/rZzQsyrS8X

[mike @mike_bell_dev]

I put Jev (TypeSafe's classifier model) in front of an agent loop to pick skills before the main agent loop ran. Here's what I actually learned and the changes you need to make to your skill disclosures 🧵

[mike @mike_bell_dev]

Efficiency gains are relative to the base model. Sonnet loads skills one at a time: 15% fewer calls, 10% cheaper. Haiku already batches and barely moved. Latency: flat on both.

Consistency is the real win. Same skills loaded on every run of every scenario, both models.

[mike @mike_bell_dev]

@sharran Solid list overall but re 3 I think LinkedIn will figure out how to identify and shut down the IPs of the automation companies powering the majority of the slop and start mass-banning users.

[mike @mike_bell_dev]

@Mike_Scully_ you first

[mike @mike_bell_dev]

@nahidulislam404 N8N

[Wilson Golf @WilsonGolf]

“I want to be making things better by making better things.”
― Eric Sillies

#TeamSillies #DriverVsDriver

[mike @mike_bell_dev]

@CourtneyBee90 hahaha I've seen these, they're great

[mike @mike_bell_dev]

@CourtneyBee90 haha examples?

[Rhino @Rhino184]

@Duke_WRES the iceman

[Tim Keller Wisdom @DailyKeller]

“Salvation is received...not achieved.”

[Duke Wrestling @DukeWRES]

Great 3rd period on top for @jacobakasper and he gets the 3-2 decision over Nicky Hall! #Duke 12, #NCState 3 after 5 bouts. #goduke

[Duke Men's Lacrosse @DukeMLAX]

NATIONAL CHAMPS!!!!! BACK TO BACK #goduke http://t.co/RAOi8PvPMK

[mike @mike_bell_dev]

@bell_gregg hahaha

[mike @mike_bell_dev]

@bell_gregg haha oh quick note...#hashtagsdonthavespaces