A four-step method: give it structure rather than one-liners; provide complete files; adjust reasoning effort to the task; and validate it on a real project instead of a toy prompt.
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Press ? to view keyboard shortcuts View keyboard shortcuts Home Explore Notifications Chat Grok Premium History Creator Studio Articles Profile More Post 潦草学者 Scholar.L @liaocaoxuezhe Post Show new posts Conversation Julian Goldie SEO @JulianGoldieSEO Translated from English Show original Gemini 3.7 Flash has written runnable code on the first try more often than anything else I’ve tested this month.
Most people are still using it like a search bar.
Here’s the real 4-step method for using it:
→ Step 1: Give it structure, not one-liners. Planning, coding, long documents. Multistep work is where it pulls ahead.
→ Step 2: Feed it the entire file. 1M-token context window. Stop chopping your codebase into fragments.
→ Step 3: Adjust the reasoning effort. Turn up the thinking for hard problems. Turn it down when you just need speed.
→ Step 4: Throw it a real project. Toy prompts hide the gains. A real repository will show them.
I used one prompt, one pass, and one small edit to plan a complete course breakdown.
Save this video. The next time you rebuild the same prompt for the fifth time, you’ll want it.
Want the SOP? DM me. Rate this translation: 9:00 4:02 PM · August 14, 2026 · 4,035 Views 3 14 8 Related Post your reply
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https:// skool.com/ai-seo-with-ju lian-goldie-1553/about … 219 Gunnar Johansson @gunjoh001 · August 14 Gemini 3.7 flash also seems to stick to instructions. Tested a bunch of models the last few days. Gemini 3.7 was definitely the best. 1 163 Discover more
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Gemini 3.7 Flash
