Rod Johnson @springrod
Building the future of agent frameworks at Embabel. Creator of Spring. Developer, Entrepreneur, Investor, Author. https://t.co/IBqJ1rMmFe github.com/embabel/embabe… Sydney / Bay Area Joined April 2009-
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Thank you! It was a great day
"We are now using Embabel in a global deployment with one of the world's largest banks" Private LLM Agents on the JVM : Lessons from GOAP with Embabel. Recent talk in Berlin by Pierre Davies and Sasha Saw of Incept5: @kotlin #genai #embabel @jtdavies youtube.com/watch?v=AFS3aY…
This is so true
This is a super important post from @MelMitchell1 at @sfiscience on what’s real and what’s not in AI proclamations. Lots of noise in the system.
This is a super important post from @MelMitchell1 at @sfiscience on what’s real and what’s not in AI proclamations. Lots of noise in the system.
If you are curious to know how to use OpenAI Compatible models such as OpenRouter, Gemini, etc with #Embabel Agent Framework, take a look at this sample application. github.com/sivaprasadredd… #Java #AI #GenAI #AIAgents Cc @springrod
I know most people here won’t believe it, but I can guarantee you that in 2 years, the majority of AI Agent workloads will run on the JVM.
Great post by @blairhudson on why chat was a false start. "Chat interfaces plateaued adoption because chat interfaces aren’t where the work actually happens. You can’t run a hospital out of a chat window.... For most jobs, chat was the wrong abstraction" sublight.substack.com/p/chat-interfa…
Awesome to see great content coming out of the Embabel community: SivaLabs - Building AI Agents using Java and Embabel youtube.com/watch?v=lqQ_NL… @springboot @java #embabel #genai @sivalabs
The OWASP Top 10 for Gen AI is a useful reference when thinking about introducing LLMs into business processes. Number 8 is one more argument for agent framework orchestration versus trusting God models with too many tools. Excessive Agency genai.owasp.org/llmrisk2023-24…
We're thinking of including a "create an agent" capability in the #embabel java-agent-template so you can describe what you want and it generates code, informed by latest API and docs. Of course the agent would be an Embabel example itself. @springboot @java #genai @sivalabs
Pleased to see my blogs on Building Better AI Agents in Java Than Python continue to gain traction. @java @springboot @crewAIInc @embabel @gsaab The JVM is great for building #genai agents. Java devs, skip the Python prototype. medium.com/@springrod/you… medium.com/@springrod/bui…
What is it about Gen AI that makes people so naive and regularly proclaim that "X changes everything?" Big changes take time. "We always overestimate the change that will occur in the next two years and underestimate the change that will occur in the next ten" - Bill Gates
Add Gen AI to your Java application today: A realistic example medium.com/@springrod/gro… @springboot @java #genai
With so many "AI transformations" failing it's time to ask What if you could build your AI strategy on what actually works? Considering your existing code, skills and domain understanding rather than starting from scratch medium.com/@springrod/gro… @springboot @java #genai @gsaab
LLMs have a genius for comments that add nothing, make code harder to read and inflate future token consumption on AI ops. Code should be self documenting as far as possible. Comment things that are non-obvious.
Excited to be presenting on Embabel, created by @springrod, next month at Central Iowa Java Users Group! We’ll live code an intelligent agent using familiar @springframework patterns and show how to build AI on the JVM. #Java #AI #SpringFramework #Embabel #EnterpriseAI #JVM
Excited to be presenting on Embabel, created by @springrod, next month at Central Iowa Java Users Group! We’ll live code an intelligent agent using familiar @springframework patterns and show how to build AI on the JVM. #Java #AI #SpringFramework #Embabel #EnterpriseAI #JVM
With coding agents, every developer's job will include more and more management. Like any good manager, they must take responsibility. Failing to understand what their subordinates are doing will end badly. However, managed agents don't have feelings. That truly IS different.
Some truth here but “having data in legacy systems” is a fact of life. AI that doesn’t work with that…doesn’t work. We don’t get to declare that only greenfield is valid.
Some truth here but “having data in legacy systems” is a fact of life. AI that doesn’t work with that…doesn’t work. We don’t get to declare that only greenfield is valid.

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