Rpa_Skills/tests/evals/read_trans/results/make_it_better.md

1. Video enna solluthu (short)

Speaker oru horrible coffee shop website-ai Claude Code kitta "make it better" nu 100 times sonnaar, Sonnet 5.5 and Opus 5.5 (rendum medium effort) la. Opus better ideas kudutthuchu aana 100 rounds la AI slop aayiduchu; Sonnet cheap ah irunthuchu aana 32 round-ku apram quality nikkala.

2. Medium explanation

1. Setup: oru mosamaana coffee shop website. Prompt: "look at the site first, then innovate, think about user experience, think outside the box, make one bold change, you must ship a change every time." Idhu 100 times loop.
2. "You must ship a change" nu force pannaan, because munnadi round 20 or 25 la model "innum onnum panna mudiyaadhu" nu niruthiduchu.
3. Every round clean room: fresh session, no skills, no CLAUDE.md, no plugins, no memory. Site code mattum next round-ku poachu.
4. Sonnet: about $22, almost 2 hours. Early rounds nalla irunthuchu: sticky order bar, receipt style order, AI video, order form. Round 32-ku apram big milestone illa. Lines of code linear ah ericchu, aana quality ericchila.
5. Opus: $137, 8.5 hours. Round 1 la ye better. QR code (scan pannaa order text aagum), mood-based drink picker. Round 100 la 21,000 lines: leaves, pumpkin carving, caffeine tracker, music, Spanish toggle (adhu work aagala). Sila sections broke. Speaker: "AI slop".
6. Surprise: rendu model-um web search use pannala, "innovate" nu sonnaalum. Award winning sites paathu inspiration edukkala.

3. Final takeaway

• Model dhaan ceiling set pannum; prompt dhaan direction set pannum.
• Vision illaama "innovate" nu sonna, model add pannikite irukkum, improve pannaadhu.
• Model ellathayum upsell panna paathuchu: hard sell, soft close illa.
• Repeat panna panna lines of code ericchu, quality ericchila (Sonnet 32 round-ku apram).
• Model ah force pannaama vittaa round 20-25 la niruthidum.

4. Unga projects-ku enna pannanum

1. "Make it better" maari vague prompt kudukaadhe. Enna improve venum nu direction sollu (vision, goal, target user).
2. Loop la run pannum bodhu "look at the site/code first, then make one bold change" nu one change per round nu limit pannu.
3. Model web search use pannala, so inspiration venumna neeye sollu: "search award winning sites first" nu prompt la explicit ah eludhu. (En idea)
4. 20-30 rounds-ku mela poga vendaam; Sonnet 32-ku apram gain illa. Oru stop point vechuko. (En idea)
5. Ovvoru round-um fresh session, clean context la run pannu, code mattum carry over aagattum. Idhu speaker-oda setup.
6. Round mudinjadhum feature work aagudha nu check pannu (Spanish toggle maari broken things pidikka). (En idea)
7. Cost paaru: Sonnet ~ $22 vs Opus ~ $137. Chinna improvement-ku Sonnet podhum, Opus ku vision/prompt strong ah irukkanum. (En idea)

Look at the current site first. Then make ONE bold change that improves user experience for [target user] toward this goal: [goal]. Before coding, search the web for 2-3 award-winning sites in this space and borrow one idea. Do not add features unrelated to the goal. Do not upsell. Make sure the change actually works, and fix anything broken from earlier rounds before adding new things.