first @OpenAI Dots, now @claudeai Duet 👀
feels like the AI race is slowly shifting from who has the smartest model to who can actually get things done without being asked every step of the way🔥
We’re opening a research preview of Claude Duet, a new app where Claude works as a proactive agent.
It comes to you with what needs your attention, completes tasks you ask of it, keeps working when you step away, and checks with you before it acts on your behalf.
Reasoning ON vs. OFF made a bigger difference than I expected.
On real receipt photos, accuracy went from 84.7% to 97.3%.
But processing time nearly tripled, and cost went up by 70%.
So more reasoning isn't always better, it depends on the task and how much accuracy you're
Developers sign up. Then disappear. Who owns fixing that?
Fractional DevRel can give your team senior direction without a full-time hire.
We break down the costs, responsibilities, and when it makes sense.
78.5% cost reduction just by routing coding tasks to different models.🔥
Some tasks do not require the biggest model, and this experiment proves how much that can help.
The interesting question is determining what is needed for a certain task, without sacrificing quality.
How to cut coding-agent costs by ~78.5% using Jev to route between open models
All 32 selected coding tasks passed hidden tests.
Plus: Beam vs Muse Spark across 20 coding tasks - comparing cost, speed, and results 👇
