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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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…
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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.
Rod Johnson retweeted
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.
Rod Johnson retweeted
Lovely seeing you again my friend!
Second blog showing how AI agent examples from popular Python frameworks can be rewritten in Java to be better, using Embabel. Today: Pydantic AI. medium.com/@springrod/bui… #embabel @java @PydanticAi @rseroter @gsaab @springboot @starbuxman @SpringAICentral @JamesWard
So Medium's algorithm to recognize code blocks is random? I usually use Java or Python code blocks. Hardly obscure languages. Yet it is hardly ever right. I've gotten Lua, C++, C# (for Python!!) and JavaScript.
I'm pretty sure this is not what I want out of WhatsApp
The first of a series of blogs showing how AI agent examples from popular Python frameworks can be rewritten in Java to be far better, using Embabel. Today's target: CrewAI. medium.com/@springrod/you… #embabel @java @crewAIInc @rseroter @gsaab @starbuxman @JamesWard @springboot
I’m about to start a blog series taking nontrivial Python examples from Crew AI and other frameworks and demonstrating how they can be far better when rewritten in Java using Embabel @java @springboot #embabel
I’m about to start a blog series taking nontrivial Python examples from Crew AI and other frameworks and demonstrating how they can be far better when rewritten in Java using Embabel @java @springboot #embabel
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