Goal
Match old paradigms to new paradigms. Can cause đź’ˇ if you don’t “get it” yet.
Rosetta Stone
| Old | New | Reference |
|---|---|---|
| Automation | Agentic | “I’m compiling” |
| Heap | Model | context window 1 2 3 |
| Runtime | Model | JDK |
| DSL | Prompts | Prompt engineering |
| Modules | Personas Role | “you are an experienced javascript developer fluent in Vue.js” 1 2 |
| Threading | Agents Sub-agents | 1 |
| OS | Harness | claude open-code context-management 1 |
| GRC & IAM | AI control plane | Policy + security + cost governance 1 2 3 4 |
| Functions | Skills | agentic guides 1 /caveman 1 /csv 1 |
| TDD BDD SDD | Frameworks | Spec-driven 1
2
3 CoT 1 2 3 4 5 CRAFT 1 CLEAR 1 2 |
| Compile-time optimizations | fine tuning | p-tuning 1
2
3 LoRA 1 2 Quantization 1 2 3 |