AI Agents Blind to JVM Realities: How Bytecode Exposes the Lies in Source Code
Your AI agent swore there were six call sites. Reality: nineteen. Source code lies; bytecode doesn't. This shift from syntax trees to program graphs could supercharge dev agents.
⚡ Key Takeaways
- AI agents fail on JVM code due to source-code illusions like inlines and synthetics—bytecode reveals all 19 call sites, not 6. 𝕏
- Graphite's program graphs slash LLM token use by 99%, enabling efficient queries on monoliths. 𝕏
- This bytecode shift predicts a new era for reliable AI dev tools, echoing '90s decompiler breakthroughs. 𝕏
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Originally reported by Dev.to
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