Each new CVE is the dinner bell for bad actors all over the world. If they don't act on it immediately, they might not get dinner.

Instead of letting the LLM write executable code, give it a workflow language you interpret. No sandboxes, no arbitrary code. It already exists: JSONata. #JSONata #AIAgents #Workflow

Imagine using all the power of new AI models for creating better education material for school children with 3D visuals making education more interesting instead of creating random Three.js animations that nobody cares after 3 days.

Netflix is migrating its whole ecosystem to Spring Boot with AI agents: a full Claude Code workflow, not just a prompt. 60% migrated in 3 months. #SpringBoot #AIAgents #Netflix

Use AI at its best: define success clearly and let it find the way. But the path it takes isn't always the one you want, especially for quality and reliability. #AI #AIAgents #Prompting

AI can't really do your job, and it can't do their job either. Executives think it replaces engineers. Engineers think it replaces executives. Turns out neither is true. #AI #FutureOfWork #Tech

LLMs are non-deterministic, but most business processes are deterministic. The trillion-dollar answer? If it can be deterministic, keep it deterministic. Don't pay tokens twice. #AI #LLM #Enterprise

You can't just put your company in a prompt and watch it run. Enterprise AI won't replace your workflow. It replaces the mundane: scanning, parsing, repeatable tasks. #AIAgents #FutureOfWork

IDEs kept devs in the flow with hovers, autocomplete, and squiggly lines. Now Spring Tools does the same for coding agents: no full builds, instant info for the LLM. #AIAgents #SpringTools #DevTools

They dreamed of running language logic on a backend server, the editor just asking for autocomplete. Then VS Code shipped LSP, 10x better than they imagined. #LSP #VSCode #DeveloperTools

Your average container image ships with about 600 CVEs, and engineers lose weeks patching before every release. The vicious circle of container security, explained. #ContainerSecurity #CVE #DevOps

A $50 ticket, 60 people, and a Java dev who understood every Ruby slide. That's how Charles Nutter walked into RubyConf 2004 and ended up building JRuby. #JRuby #Ruby #Java

220,000 tokens and 7 LLM calls down to 5,579 with a JSONata workflow, in a fraction of the time. Interpretable workflows beat code mode, no sandboxes needed. #JSONata #Tokens #SpringAI

Everyone says code mode solves MCP round trips. This dev disagrees: sandboxing, security, and LLM-written executable code on the fly? Here's the better path. #MCP #AIAgents #SpringAI

Had a moment to reflect on turning 49. When I turned 30, I was worried my best years were behind me. My 20's were pretty great 😅 When I turned 40, I thought the same about my 30's (got married, had kids, etc). Now that I'm about to turn 50, I'm positive my best years are ahead of me. Your network grows, your relationships deepen and your life compounds. Really excited for what's coming. Thanks to everyone who reached out ❤️

Every agentic app hands the LLM the raw tool response, even when it only needs a fraction. The fix: filter tool output before it hits the model. #SpringAI #AIAgents #Tokens

The same team that built Eclipse built VS Code. Erich Gamma left Zurich for Microsoft, and Monaco grew into Visual Studio Code. Best IDE in the world, a few times over. #VSCode #Eclipse #TechHistory

From a Smalltalk IDE at IBM to the Eclipse we know today, born in 2001 as an open source platform anyone could extend. The origin story of the plugin IDE revolution. #Eclipse #Java #IDEHistory

JDK 8 to 17 gave Netflix 20% less CPU spent on garbage collection. That's one server in five turned off, zero config or code changes. Free money. #Java #Performance #Netflix