Build an agent to play Pokémon Blue from RAM and screenshots
Joel Zhang wired Gemini 2.5 Pro into a Game Boy emulator so it could read game state and press buttons in Pokémon Blue.
Gemini
Agent Uses · 1,321 real examples
Gemini use cases
Real examples of people putting Gemini to work: the task, how it went, what to watch out for, and a prompt you can adapt.
The day's AI news plus 3 agent uses you can try, with ready-to-paste prompts. Free; unsubscribe anytime.
Use Gemini to find rentals and set up tours
A renter used Gemini’s Zillow connection to filter live listings and start tour booking from chat.
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Use AI to handle customer calls before they escalate
TELUS used Gemini Enterprise to review every customer interaction, spot root causes, and guide staff with live recommendations.
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Use Gemini to generate a match-3 game from one prompt
A single Gemini prompt produced a working Candy Crush-style game and a share link.
Gemini
Adjust short video clips with plain text requests
Gemini can change an uploaded clip one instruction at a time while trying to preserve the scene’s original look.
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Build a bank support chatbot with clear handoff rules
Commerzbank uses Gemini in its Bene chatbot to answer customer chats and pass tougher cases onward.
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Build an HTML5 browser game in small steps
A developer used Gemini to assemble a browser game, then recovered from stalled chats by restarting and reloading the code context.
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Scan open-source projects for possible security bugs
Big Sleep found and reported 20 previously unknown issues in widely used open-source projects.
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Pit three agents against a browser shooter build
Three coding agents independently built the same multiplayer shooter, letting the team compare their strengths and weak spots.
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Set up a Gmail summarizing flow with a custom Gem
They built a Workspace Studio flow that summarizes incoming Gmail and writes reply drafts for review.
Gemini
Set up a support assistant with 60-day memory
AT&T used Gemini to route support requests and handle routine calls and chats with recent customer history in view.
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Map a legacy system without source code
A Thoughtworks team used Gemini to build and check functional blueprints for old systems when source code was unavailable.
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Test a math agent on hard open questions
DeepMind’s Aletheia, built on Gemini Deep Think, found proofs for four Erdős problems in a large benchmark run.
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Build scored lead profiles and outreach drafts
Use Gemini, Docs, NotebookLM, and Sheets to research a company, score the fit, and draft a short outreach note.
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Run Spot step by step with Gemini
A developer paired Gemini Robotics ER 2 with Boston Dynamics Spot so it could plan, check, and continue multi-step chores.
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Have Gemini write robot control plans from vision and speech
A developer used Gemini to turn camera input and robot tools into Python plans, then drove robot actions with voice commands.
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Compare grocery deals before ordering
A developer used a Gemini browser agent to price-check grocery items across two delivery services from a typed or scanned list.
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Build a motion infographic from a blog post
A content creator used Gemini Canvas to convert a blog article into a branded animated infographic.
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Use local rules to sort waste from photos
Have Gemini check local recycling rules online, identify items in a photo, and assign each one to compost, recycling, or trash.
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Log meals from Telegram and track nutrition
An n8n Telegram agent records meals from text, voice, or photos, estimates nutrition, and sends daily progress updates.
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Use Gemini to clear email and compare trip options
A writer used Gemini Agent Mode to sort recent mail and help book a Tokyo hotel while leaving final approval for later.
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Use Gemini to compare gifts, inventory, and discounts
A writer tested Gemini’s shopping tools to surface holiday ideas and check where products were sold, priced, and available.
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Find the bad config and draft the rollback
During a simulated outage, an SRE used Gemini CLI to trace logs, identify a bad config push, and prepare the revert and follow-up work.
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Automate daily arXiv paper tracking in Notion
They used n8n to pull fresh arXiv results, condense each paper with Gemini, and file the entries in Notion with email and Feishu alerts.
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