Gemini
60 published cases mention this tool.
The Gemini tag holds 60 cases across Google's general model and Agent Mode: planning trips in the browser, analyzing 170k LLM logs overnight, and driving robots and game-playing agents. There is also hard engineering detail: one build wired Gemini's Computer Use model to Playwright, mapping a normalized 1000x1000 coordinate grid onto the real viewport and taking a fresh screenshot after every action. Limits: most scenarios need a Pro or Ultra subscription, and the Gmail/Calendar integrations are only moderately reliable.
Common task settings
- Content & creative · 16
- Everyday life · 12
- Office & operations · 7
- Security & operations · 6
- Software & development · 6
About these tool references
Tool names and associations come from the tools field of each published case. Every linked case retains its original source. Inclusion is not vendor endorsement; reported results are not independently verified.
Cases using Gemini
- Manage calendar and scheduling by voice with Gemini
I've tried my fair share of productivity tools, from to-do apps to AI assistants, but Google's Gemini promised something different: an AI that could step into my daily workflow and make my day run smoother.
- Edit existing video clips with plain-English instructions
Suggested implementation: Use Gemini Omni Flash in the Gemini app to edit video clips. Attach a sub-10-second clip, input one plain-English instruction per turn, and review results in chat.
- Monitor construction project risk and alert the lead
Suggested implementation: Build an AI watchdog for construction projects using n8n and Gemini.
- Resolve customer calls proactively with AI agents
TELUS ingested 22 million annual customer calls into BigQuery, using Sensitive Data Protection to scrub private details.
- Write and send AI newsletters automatically
Posted on Oct 15, 2025 • Edited on Oct 15, 2025 Keeping up with daily AI updates can be a challenge → new models, tools, and breakthroughs appear almost every day.
- Race three models to build a Counter-Strike clone
The team tasked Codex Max 5.1, Claude Opus 4.5, and Gemini 3 Pro with building a multiplayer Counter-Strike clone from scratch using their respective CLIs.
- Review a landlord deposit dispute for legal violations
Suggested implementation: A tenant inputs move-out dispute details into ChatGPT and Gemini. The models cross-check each other for legal violations (e.g., AB2801, missing receipts) and draft a formal demand letter.
- Run voice and chat support assistants with memory
AT&T deployed BigQuery for intent routing and Gemini Enterprise for Customer Experience to power voice and chat agents with 60-day memory.
- Compare grocery prices across stores from a list
Suggested implementation: Build a browser automation agent using Playwright and Gemini 2.0 Flash to compare grocery prices.
- Reverse engineer legacy systems without source code
Suggested implementation: Use Gemini 2.5 Pro to analyze legacy system binaries or documentation where source code is unavailable. The AI extracts functional logic to generate 'blueprints' of system behavior.
- Log meals from text, voice or photos and track nutrition
Suggested implementation: Build an n8n workflow triggered by Telegram messages (text, voice, or images). Use Gemini AI to analyze inputs, estimate macros, and update user profiles or meal logs in Google Sheets.
- Appeal a denied travel insurance claim
The poster uploaded the full travel-insurance policy PDF plus all claim correspondence to Gemini and asked whether the denial fit the policy terms.
- Look up and summarize web content from a browser extension
Suggested implementation: Build a browser extension for Opera using Gemini 2.5 Flash as the backend agent.
- Build interactive HTML presentations for history classes
Suggested implementation: A history teacher uses Gemini Pro 2.5 for brainstorming lesson methodologies, gamification, and skill targets. Claude is then used to generate interactive HTML presentations.
- Build a browser 4X strategy game with LLM coding help
Suggested implementation: Build a browser-based 4X strategy game using Grok for primary code generation and repository management, and Gemini for secondary logic auditing.
- Play Pokémon Blue with an agent
Suggested implementation: An independent developer, Joel Zhang, built a harness that gives Gemini 2.5 Pro a subset of Game Boy RAM as text, overlaid on a screenshot. Gemini picks actions that become button presses.
- Search rentals and book apartment tours in a chat assistant
Zillow is a connected app on both Gemini and ChatGPT, so you can find listings and schedule tours just by asking. Here’s the 60-second setup, the prompt to try first and the privacy catch.
- Let AI models trade stocks autonomously with $1k each
Suggested implementation: Set up four paper-trading portfolios with $1,000 each on Alpaca. Run the same weekday pre-market prompt against ChatGPT, Gemini, Claude, and Perplexity with Deep Research enabled.
- Configure macOS and dev tooling from the terminal
January 1, 2026 This guide covers ~30 pro-tips for effectively using Gemini CLI for agentic coding for Gemini 2.5, 3.0 and beyond Gemini CLI is an open-source AI assistant that brings the power of Google’s Gemini model…
- Play a mobile game round on Android by screen control
Suggested implementation: Build an Android app in AI Studio to grant Gemini tool access for opening apps, tapping, swiping, and interacting with XML UI elements.
- Find supporting pages in VA records for a disability claim
Suggested implementation: A veteran downloads Blue Button records from va.gov and uploads approximately 9,000 pages to Google Gemini.
- Publish a daily YouTube video and route form leads automatically
Ratings and reviews Filters My main use case for Make involves automating social media content creation and personalized content creation for my social profile like Instagram.
- Fix bugs and release an app remotely via Telegram command
Suggested implementation: Configure a Hermes agent with full access to a powered-on MacBook. Send commands via Telegram to trigger bug fixes, test runs, and app releases.
- Vibe code an HTML5 browser game
The developer guided Gemini through game goals and existing code, narrowing scope via prompts before requesting output.
- Build a match-3 game from a single prompt
Posted on Nov 24, 2025 I just spent the last hour playing around with Gemini 2.0's game development features, and honestly... I'm kind of blown away.
- Call local stores to check toy stock
The author used Google's experimental AI Mode in Search Labs to locate a specific Labubu toy.
- Solve open math problems autonomously
Suggested implementation: Use Gemini Deep Think to attempt solving complex, open-ended mathematical problems similar to those in the International Mathematical Olympiad.
- Orchestrate a Spot robot through multi-step tasks
Jul 30, 2026 x.com Facebook LinkedIn Mail Copy link Gemini Robotics ER 2 represents a step change in powering robots with video understanding, task orchestration, and multi-robot collaboration — making it possible for…
- Mine Reddit threads into structured Notion reports
The author built an n8n workflow using Bright Data and Google Gemini to scrape Reddit posts and comments, extract themes, and generate structured reports in Notion.
- Fix a broken Delete button in a GitHub repo
Jules is a coding agent created by Google. It integrates with Github and runs on the Cloud. This article demonstrates how to use Google Jules to fix a bug. Pre-requisites Sign up Jules here. Sign up Jules here.
- Build scored sales lead profiles and outreach drafts
The author built a sales research pipeline using Gemini Deep Research, NotebookLM, and Google Sheets to evaluate potential clients for AI consulting.
- Resolve bank customer chats with an AI chatbot
CEO, Google Cloud Vertex AI has evolved. We’ve launched Gemini Enterprise Agent Platform, the new home for building, scaling, governing, and optimizing your agentic workforce.
- Find holiday gifts and check stock and sales
The user tested Google Search AI Mode and the Gemini mobile app to generate holiday gift ideas. For AI Mode, they asked for dessert wine recommendations, receiving six options with retailer links.
- Hunt for unpatched vulnerabilities in SQLite commits
Suggested implementation: Deploy a Gemini 1.5 Pro agent within the Naptime framework, equipped with code browsing, debugging, and Python sandboxing tools.
- Run multi-step tasks with model switching
Suggested implementation: Launch a Perplexity Computer agent to execute multi-step tasks.
- Handle hotel booking and directions on a business trip
The user employed Gemini as a travel assistant during an international business trip. Inputs included company policy restrictions, fatigue levels, flight details, and visual descriptions of surroundings.
- Sort waste using local recycling rules
Suggested implementation: Use Gemini Robotics-ER 1.5 as a high-level reasoning layer for a robot.
- Navigate Goat Simulator 3 with a game-playing agent
Suggested implementation: Develop a Gemini-powered agent (SIMA 2) to navigate the open-world environment of Goat Simulator 3. The agent learns to adapt to complex game mechanics through trial and error.
- Shop Etsy for party supplies within a budget
Suggested implementation: In Chrome's Gemini sidebar, the user specifies the target site (e.g., Etsy), party theme, and budget.
- Diagnose and roll back bad config during outages
Developer Advocate Software Engineer One of our favorite mottos in Google Site Reliability Engineering (SRE) is: "Eliminate Toil." You hear it in the microkitchens in Zurich and the hallways in Mountain View.
- Research hotels and pull tax documents with Chrome auto browse
The user tested Chrome auto browse (Gemini 3) for multi-step tasks: hotel research across date ranges, tax document collection from payroll portals, and grocery cart building.
- Turn a blog post into an animated infographic
The author used Gemini's free Canvas feature to convert a blog post about AI for entrepreneurs into an animated, on-brand infographic.
- Critique blog post drafts for technical errors
The author built a custom 'critique' command in Gemini CLI using the gemini-3-pro-preview model to review Markdown blog drafts for clarity, structure, and technical accuracy.
- Control robots with generated code and voice commands
Researchers provided Gemini 2.5 with a robot control API (detect, grasp, move, gripper) to generate Python plans zero-shot, such as placing a banana in a bowl.
- Find security flaws in open-source software
Suggested implementation: Use an AI agent (e.g., Gemini) to analyze open-source codebases like FFmpeg or ImageMagick for potential security vulnerabilities.
- Automate browser work with Gemini's Chrome agent in the background
The fact that I can set up a protocol for it to do things for me while I do things in completely separate tabs or even windows is incredible. It literally feels like tech of the future, today.
- Fill out forms from images with a form-filling agent
Suggested implementation: Build a form-filling agent using Gemini to identify fields in JPEG/PNG images and map them to bounding boxes. Prepare an annotated dataset from IRS and OPM forms to define field structures.
- Orchestrate a multi-phase RAG migration
The author orchestrated a multi-phase RAG migration using Gemini CLI and the Conductor extension.
- Answer patient enquiries for a clinic by chat
I've built an AI agent workflow for a clinic in Pune using n8n. Here's how my automation works: → Patients send a message through the chat interface. → Google Gemini powers the AI agent.
- Plan multi-platform social content calendars with an agent
Suggested implementation: Use Gemini Advanced to draft an agent prompt for social content planning. Generate a markdown table calendar with days as columns, then export to Google Sheets.
- Triage an inbox and plan a trip with Gemini Agent Mode
From "inbox zero" to full trip planning, here is how to unlock Google’s powerful new agentic workflows When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works.
- Use Grok as the narrative engine of a game
Suggested implementation: Build a text-based game where Grok acts as the narrative engine.
- Analyze 170k LLM logs overnight
The user initiated an overnight analysis of 170,000 LLM logs using Simon Willison's llm CLI via a Gemini agent.
- Click add-to-cart button on a website with computer use
The user attempted to automate clicking an 'add-to-cart' button on a website using AI computer-use agents.
- Summarize emails and draft replies with Gemini Gem flows
The author integrated custom Gemini Gems into Google Workspace Studio to automate email summaries and reply drafts.
- Add invitation emails to calendar automatically
Suggested implementation: Configure Gemini Spark to monitor email for meeting invites from specific senders.
- Track daily arXiv papers into a Notion database
Suggested implementation: Use n8n to fetch arXiv papers daily based on specific keywords. Process metadata and summaries using Gemini-2.5-Flash.
- Run a guest concierge agent for a 300-person wedding
Suggested implementation: Build a wedding guest concierge using Gemini agents with MCP tools for read-only access to event schedules, venues, and guest profiles.
- Generate long-form text content with Manus and Gemini Deep Research
Here’s something I’ve done with Manus. Manus played a critical role in the recent work I’ve done with long form text content generation.
- Play a button-clicking game via a browser agent
Guillaume Laforge implemented a Java agent loop using Gemini 2.5 Pro Computer Use and Playwright to automate browser interactions.