Rod Johnson (@springrod) / X

Rod Johnson

5,425 posts

Rod Johnson

@springrod

Building the future of agent frameworks at Embabel. Creator of Spring. Developer, Entrepreneur, Investor, Author. linkedin.com/in/johnsonroda/

Sydney / Bay Area

Joined April 2009

Pinned
Rod Johnson
@springrod
Jul 20
Embabel 1.0.0 is GA!! github.com/embabel/embabe… Thanks in particular to @igordayen and @aheifetz for leading the charge, and to our many community contributors. Open source rocks! Come see just how nice AI on the JVM can be. @java @springcentral medium.com/@igor.dayen/em…
GitHub - embabel/embabel-agent: Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/
From github.com
Rod Johnson
@springrod
Jul 29
Strong paper, and good validation of Embabel's core design of dynamically composing atomic actions into a task-specific execution plan, available since May 2025. github.com/embabel/embabe… medium.com/@springrod/ai-…
Lunar
@LunarResearcher
Jul 29
ICML researchers just published the agent architecture everyone will copy next year. One shared graph. A custom workflow for every task. Here’s the system: Step 1 → Break workflows into reusable operations Step 2 → Store them inside one shared graph Step 3 → Generate the
Rod Johnson
@springrod
Jul 28
Opus 5 makes more mistakes than 4.8. Period. Are we in a period of diminishing returns from the frontier model vendors, despite their greater than ever fanfare?
Rod Johnson
@springrod
Jul 28
AI twitter often seems more like a fandom than a technical community
Rod Johnson
@springrod
Jul 27
If there's any superiority of Opus 5 over 4.8 I'm not seeing it. If anything, I've seen more mistakes and poorer instruction following.
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