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Practical Tips for Gemini 3

3•xiaoru•2h ago
1. Turn Any Screenshot into a Structured Note Screenshot (meeting notes/webpage/paper/etc.): Extract key text; Summarize as clear bullet points; Create 3–5 to-dos with due dates & owners (TBD). 2. “One‑Click” Spreadsheet Analyst “upload a spreadsheet image / CSV of your data. Describe the main patterns in plain language. Suggest 3 charts that best explain the data and describe what each chart should show. Point out anomalies or data quality issues.” 3. Context‑Aware Refactor Coach for Code

“From screenshots/pasted text, infer code architecture and file roles. Suggest a step-by-step refactor plan. For Step 1 only: provide exact code changes—await your approval before Step 2.” 4. Auto‑Generate Test Cases from Real UIs

“Upload app/web screenshots → Identify interactive elements → Generate test-case table: [Element, Expected behavior, Edge cases] → Suggest automated test ideas for Playwright/Cypress/Appium (no full code).” 5. Act as a cautious research assistant:

“Given a claim, identify likely accurate, questionable, and clearly wrong parts. For questionable points, suggest source types & keywords to verify. Rewrite the claim more accurately while preserving nuance.”

Ask HN: Has anyone been able to renew their IEEE this month?

2•chrisaycock•23m ago•0 comments

Practical Tips for Gemini 3

3•xiaoru•2h ago•0 comments

Agentic QA – Open-source middleware to fuzz-test agents for loops

38•Saurabh_Kumar_•1w ago•5 comments

Ask HN: Should "I asked $AI, and it said" replies be forbidden in HN guidelines?

954•embedding-shape•2d ago•459 comments

Console.text() – SMS alerts when code executes

4•Noel04•8h ago•5 comments

Ask HN: What hard problems are still underexplored?

7•brihati•9h ago•12 comments

Why are "remote" jobs in late 2025 still limited to hiring in US/CA/UK/DE?

19•ftonato•1d ago•11 comments

I'm Peter Roberts, immigration attorney who does work for YC and startups. AMA

228•proberts•6d ago•304 comments

Ask HN: Who wants to be hired? (December 2025)

160•whoishiring•1w ago•432 comments

Ask HN: Quality of recent gens of Dell/Lenovo laptops worse than 10 years ago?

112•ferguess_k•1w ago•207 comments

Is any of you using LLMs to create full features in big enterprise apps?

6•not_that_d•1d ago•5 comments

Ask HN: How do small businesses handle phone calls?

4•duckkg5•1d ago•4 comments

Ask HN: Who is hiring? (December 2025)

315•whoishiring•1w ago•529 comments

Ask HN: Is there a "good" (non-privacy horror) aftermarket HUD for your car?

3•xrd•1d ago•2 comments

Ask HN: How can I learn smartphone repair online?

4•rishikeshs•1d ago•3 comments

Ask HN: What are young technically minded people reading?

14•drdec•1d ago•17 comments

Ask HN: Is it still worth learning a new programming language?

11•xparadigm•1d ago•17 comments

What's Next? Clippy Copilot?

8•johnnyballgame•2d ago•5 comments

Ask HN: Are there any viable Android phones for a power user to buy nowadays?

12•gooob•2d ago•7 comments

Ask HN: Modern C# book for experienced developers?

30•Fire-Dragon-DoL•5d ago•7 comments

You've reached the end!