# gemini-3.8-flash / no_list: every word-level change, transcript -> output

- **I03**: "role play" → "role-play"
- **I04**: "reg" → "RAG"
- **I05**: "TD" → "TDD"
- **L01**: "marats" → "Mara's"
- **L03**: "cut up" → "cut-up"
- **L04**: "the" → ""
- **W01**: "Sorsa" → "Saoirse"; "Coyab" → "Colab"; "ValM" → "vLLM"; "Prea" → "Priya"
- **W02**: "voice flow" → "Voiceflow"; "Elora" → "a LoRA"
- **W03**: "If you ask" → "Eva asked"; "VLM" → "vLLM"; "VLM" → "vLLM"
- **W04**: "Kevi" → "Kevin"
- **W05**: "Societal" → "So Sheetal"; "builder space" → "Builder's base"
- **W06**: "M" → "env"
- **W07**: "Source" → "Sarah"; "Coyab" → "Koyeb"
- **W10**: "Oifi" → "Aoife"
- **W11**: "takes" → "tics"
- **W12**: "Kevish" → "Kevin just"; "her" → "them"; "ten minute" → "ten-minute"
- **W13**: "Oifi" → "Aoife"
- **W14**: "Sochadel" → "So Chadel"; "voice flow" → "Voiceflow"
- **W16**: "Source" → "Support"
- **W20**: "solicitor" → "illustrator"