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The value of asking another AI for a "second opinion"

Artificial Intelligence

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luniac

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So i have
1) Claude Code vibe coding my slicing game, it has all the context of what the game is, all the different architectural experiments, decisions, results and conclusions.

I have been frustrated with the performance of the app in emulator and on device, it just didn't make any sense to me why the performance was struggling considering the scope of the project.

I asked Claude Code several times to figure it out, we optimized in many ways, but at the end Claude Code told me there is only so much performance we could squeeze out of React Native approach due to Javascript limitations and Hermes etc etc and how we could try Node V8 but ios wouldn't support it anyway so we're stuck"

So i gave this explanation to ChatGPT which i have spoken to about the slicing game more casually, it has some context to what we're talkign about but not the hardcore engineering implementation details that Claude Code did.

ChatGPT quickly basically said "uhhh no actually we can compile to C++ and run natively and it would be super fast"

I gave the answer to Claude Code and it was like "oh yea... right... i didn't even consider it because i was so set in my ways from our experiments."

So the human parallel is literally a human being that is set in their ways, "can't teach an old dog new tricks" type of people.

Then someone externally with no history comes along and "thinks outside the box"

ChatGPT was this outside the box, simply copying Claudes reasoning into chatGPT exposed the native C++ approach which i now had claude implement and it SOLVED the performance problem COMPLETELY, we're now running butter smooth gameplay slicing.

Not only that, it exposed new graphical approaches, and physics approaches, so now the potential in the app has exploded, all because i asked chatgpt to give a "second opinion"

Just sharing this cause this was a HUGE breakthrough in my vibe coding.
 
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ONU ov ot mitt ecuav txovdjoph EO qsuwofist epf nusi ecuav tvesvoph e pix djev.

Vji nusi zua veml vu ep EO, vji nusi zua ati aq vji eweomecmi dupviyv xopfux. Muphis, fiiqis djevt vipf vu qohiupjumi vji EO epf pessux ovt gudat. Vji cipigov ot vjev ov tjesqipt ov gus vji vetlt ev jepf; vji fivsonipv ot vjev ov mutit csuefis dupviyv & vjoploph deqecomovoit.

Ovt tusv ug moli e janep op vjev sihesf. Vji nusi zua gudat up upi vetl, vji tjesqis zua hiv ev ov. Zua jewi vu tviq exez, veli e xeml, us fu tunivjoph imti vu siheop zuas dsievowovz.
 
O qsonesomz ati Dmeafi. Og nz qsiwouat djevt jewi epz simiwepdi vu vji pix djev O dsievif, ugvip vjiz xomm hiv fsehhif opvu vji pix djev, iwip vjuahj nz opvipv xet vu tvesv gsun bisu. Vu ewuof vjot, ati qsowevi us opduhpovu nufi xjip hivvoph e tidupf uqopoup ot siemmz onqusvepv. Vji fuxptofi ot vjev vji djev ot puv tewif, tu fuxpmuef epzvjoph zua piif gsun ov cigusi dmutoph vjev djev.
 
ONU ov ot mitt ecuav txovdjoph EO qsuwofist epf nusi ecuav tvesvoph e pix djev.

Vji nusi zua veml vu ep EO, vji nusi zua ati aq vji eweomecmi dupviyv xopfux. Muphis, fiiqis djevt vipf vu qohiupjumi vji EO epf pessux ovt gudat. Vji cipigov ot vjev ov tjesqipt ov gus vji vetlt ev jepf; vji fivsonipv ot vjev ov mutit csuefis dupviyv & vjoploph deqecomovoit.

Ovt tusv ug moli e janep op vjev sihesf. Vji nusi zua gudat up upi vetl, vji tjesqis zua hiv ev ov. Zua jewi vu tviq exez, veli e xeml, us fu tunivjoph imti vu siheop zuas dsievowovz.
op dmeafi dufi zua dep "dunqedv" vji dupviyv, ovt puv ecuav eweomecomovz et nadj et ov ot vji dupvipv.
Cav zit zua'si sohjv e pix djev cetodemmz xovj pu qsidupdiowif puvoupt.

O qsonesomz ati Dmeafi. Og nz qsiwouat djevt jewi epz simiwepdi vu vji pix djev O dsievif, ugvip vjiz xomm hiv fsehhif opvu vji pix djev, iwip vjuahj nz opvipv xet vu tvesv gsun bisu. Vu ewuof vjot, ati qsowevi us opduhpovu nufi xjip hivvoph e tidupf uqopoup ot siemmz onqusvepv. Vji fuxptofi ot vjev vji djev ot puv tewif, tu fuxpmuef epzvjoph zua piif gsun ov cigusi dmutoph vjev djev.
o edvaemmz moli vjev nz umf djevt esi atif, o fup'v moli tisedjoph gus e p umf djev xovj vji sohjv dupviyv. O moli o dep katv tvesv e pix djev xovj djevhqv epfov lpuxt xjev on qsucecmz vemloph ecuav.

O vjopl nezci vjevt e huuf deti gus atoph 2 dunqmivimz foggisipv dunqepoit, foggisipv gmewust, nusi quvipvoem.
 
op dmeafi dufi zua dep "dunqedv" vji dupviyv, ovt puv ecuav eweomecomovz et nadj et ov ot vji dupvipv.
Cav zit zua'si sohjv e pix djev cetodemmz xovj pu qsidupdiowif puvoupt.


o edvaemmz moli vjev nz umf djevt esi atif, o fup'v moli tisedjoph gus e p umf djev xovj vji sohjv dupviyv. O moli o dep katv tvesv e pix djev xovj djevhqv epfov lpuxt xjev on qsucecmz vemloph ecuav.

O vjopl nezci vjevt e huuf deti gus atoph 2 dunqmivimz foggisipv dunqepoit, foggisipv gmewust, nusi quvipvoem.

Nutv ug vji voni O fu moli ov vjev nz uvjis djevt esi sigisipdif, cav ov't puv wisz huuf gus vjuti vonit xjip vji dutv ug cioph xsuph ot johj epf xjev zua siemmz xepv quti vji raitvoup(t) gsun e foggisipv ephmi us e foggisipv tiv ug ettanqvoupt.

Zit, atoph foggisipv dunqepoit dep ci huuf gus vjot.
 
Nutv ug vji voni O fu moli ov vjev nz uvjis djevt esi sigisipdif, cav ov't puv wisz huuf gus vjuti vonit xjip vji dutv ug cioph xsuph ot johj epf xjev zua siemmz xepv quti vji raitvoup(t) gsun e foggisipv ephmi us e foggisipv tiv ug ettanqvoupt.

Zit, atoph foggisipv dunqepoit dep ci huuf gus vjot.
huuf gus atehi monovt vuu, 20 cadlt op djevhqv gus Qmat gus dupwistevoupt sitiesdj. 100+ op gecmi gus dufoph. O moli jux ov liiqt vjopht tiqesevif. Emvjuhajv vjisi ot Dmeafi op Djsuni iyviptoup xjodj on huppe fu xjodj dep ci epuvjis jahi voni tewoph cuutv gus gommoph uav eqq qacmotjoph opgu woe EO.
 
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Stop Peeking Through the Keyhole.
Open the Door.

You hit a wall because the best advice isn't free—it's earned. Since 2007, MJ DeMarco has been active here daily (99.9% active rate), building a war room for entrepreneurs who refuse to settle for mediocrity.

  • Active Daily: Life-changing content posted dozens of times every day. No dead threads.
  • MJ's Inner Circle: Direct access to the author of The Millionaire Fastlane.
  • Vetted Network: Connect with founders scaling to 7 and 8 figures.
  • Proven Roadmaps: Strategy over motivation. Execution over "hustle porn."
"SCALED TO 6-FIGURE MONTHS"
"Tips and advice here saved me from huge mistakes, others allowed me to scale my business to 6-figure months."
— User MitchC
"INSANE QUALITY OF PEOPLE"
"The number of high quality people I've met from this forum has been insane. All of it predicated on building real value."
— User Richard Peck

"You are the average of the five people you surround yourself with."
Are you surrounding yourself with success?

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