AI use cases

2895 ways people actually use AI, compiled from the videos in this library. Each names the job and why it is worth doing, and links to the moment in the source video.

Constrain a DeepSeek harness's initial tool access, then expand it after the agent establishes a durable trajectory.

Github Awesome
Dictate code or instructions directly into the Pi coding agent.

Github Awesome
Give coding agents persistent, searchable project memory across sessions.

Github Awesome
Generate a structured Markdown code review for a GitHub pull request without executing or cloning its code.

Github Awesome
Control whether an AI agent's proposed actions are allowed, escalated, or blocked before execution.

Github Awesome
Generate full-length songs from lyrics and a music description.

Github Awesome
Run an autonomous software-factory workflow from a GitHub issue to a draft pull request.

Github Awesome
Prepare and adversarially test US utility patent filings with agent skills.

Github Awesome
Operate a personal bot that uses a browser, memory, scheduled routines, and a Linux desktop to carry out tasks.

Github Awesome
Track Claude Code token usage and turn recorded counts into cost reports by model, project, day, and activity.

Github Awesome
Rewrite aerospace instructions so one AI agent can pass them to another without clarification.

Github Awesome
Convert a technical book or documentation folder into a compact agent skill that loads only the material relevant to a question.

Github Awesome
Review and edit an HTML or Markdown document before sending the complete set of human feedback to an agent.

Github Awesome
Give coding agents concrete interface-motion and visual-design guidance.

Github Awesome
Rewrite Claude Code responses into plainer language while preserving the agent and saved transcript.

Github Awesome
Identify open follow-up loops in sent email and prepare reminders.

ManuAGI - AutoGPT Tutorials
Handle inbound and outbound phone calls and website chat in Indian languages.

ManuAGI - AutoGPT Tutorials
Act as a personal AI extension that handles calls, email, scheduling, and other busy work.

ManuAGI - AutoGPT Tutorials
Use a full customer context to generate pipeline, prepare meetings, and revive stale deals.

ManuAGI - AutoGPT Tutorials
Run a long-lived, always-on AI agent in the cloud.

ManuAGI - AutoGPT Tutorials
Build, audit, and optimize Google Ads campaigns from a conversation.

ManuAGI - AutoGPT Tutorials
Detect synthetic faces during live video calls.

ManuAGI - AutoGPT Tutorials
Unify and measure company-wide AI usage, seats, and spend across vendors.

ManuAGI - AutoGPT Tutorials
Search for, enrich, verify, and export targeted B2B contacts from a natural-language request.

ManuAGI - AutoGPT Tutorials
Generate video with synchronized stereo audio from combined text, image, video, and audio context.

ManuAGI - AutoGPT Tutorials
Monitor and control terminal-based coding agents from an iPhone.

ManuAGI - AutoGPT Tutorials
Find unanswered follow-ups in sent email and prepare drafts on the relevant threads.

ManuAGI - AutoGPT Tutorials
Build voice agents that handle phone calls and website chat in Indian languages.

ManuAGI - AutoGPT Tutorials
Manage multiple coding agents side by side in one Windows workspace.

ManuAGI - AutoGPT Tutorials
Add payment acceptance to an AI product by generating a payment link.

ManuAGI - AutoGPT Tutorials
Handle calls, email, scheduling, and other personal administrative work under user-defined rules.

ManuAGI - AutoGPT Tutorials
Convert natural speech into polished, formatted text in any application.

ManuAGI - AutoGPT Tutorials
Launch and operate a persistent cloud-hosted AI agent without managing local infrastructure.

ManuAGI - AutoGPT Tutorials
Build, audit, and optimize Google Ads campaigns through a conversation.

ManuAGI - AutoGPT Tutorials
Generate animated SVG mascots and gesture sets for a web or mobile application.

ManuAGI - AutoGPT Tutorials
Automate CRM administration and use customer context to manage pipeline and follow-ups.

ManuAGI - AutoGPT Tutorials
Play a monster-catching game while waiting for Claude Code to finish working.

ManuAGI - AutoGPT Tutorials
Let a teammate join and contribute to a live AI coding-agent session from another terminal.

ManuAGI - AutoGPT Tutorials
Count exercise repetitions and provide real-time form corrections during workouts.

ManuAGI - AutoGPT Tutorials
Search a local history of AI coding conversations to recover past fixes and reopen sessions with context.

ManuAGI - AutoGPT Tutorials
Run several AI coding agents concurrently in one repository without letting them overwrite each other's files.

ManuAGI - AutoGPT Tutorials
Build AI-powered backends and agents that stream model output, call tools, and return structured results. — Create Go services with model integrations, approvals, retries, timeouts, logging, and metrics.

ManuAGI - AutoGPT Tutorials
Capture screenshots and hand ambiguous visual differences to a coding agent. — Help judge image or UI diffs during comparison workflows.

ManuAGI - AutoGPT Tutorials
Use a built-in MCP server to provide coding agents with framework context. — Help AI coding agents work with a Webiny project.

ManuAGI - AutoGPT Tutorials
Find, rank, validate, and review security issues in code. — Assess authorized repositories, diffs, or paths and trace potential attack paths.

ManuAGI - AutoGPT Tutorials
Study extracted and officially published system prompts. — Understand how AI chatbots, coding agents, browser assistants, and injected reminders are steered.

ManuAGI - AutoGPT Tutorials
Provide an AI companion with a model, avatar, voice chat, and external integrations. — Create a self-hosted digital character that can interact through voice, chat platforms, and games.

ManuAGI - AutoGPT Tutorials
Control coding agents from a mobile app, web app, or desktop app. — Remotely manage agents that continue running on the user's local hardware.

ManuAGI - AutoGPT Tutorials
Route reverse-engineering, penetration-testing, or CTF tasks to an appropriate method. — Guide coding agents toward the right security workflow before acting.

ManuAGI - AutoGPT Tutorials
Run agent sandboxes at scale — Operate parallel agents in Firecracker micro-VMs distributed across machines.

ManuAGI - AutoGPT Tutorials
Support scientific discovery — Let a local desktop agent read files, run code, search the web, call life-science data connectors, and produce reports, tables, and figures.

ManuAGI - AutoGPT Tutorials
Monitor AI agent activity — Normalize activity from desktop, CLI, IDE, and gateway agents and evaluate it for risky behavior.

ManuAGI - AutoGPT Tutorials
Localize React applications — Translate entire components through tagged wrappers and continuous-localization tooling.

ManuAGI - AutoGPT Tutorials
Run large language models locally — Run Gemma 426B A4B on Apple Silicon by streaming model experts from SSD.

ManuAGI - AutoGPT Tutorials
Conduct finance research — Turn natural-language finance questions into runnable analysis, backtests, reports, and multi-agent research across several asset classes.

ManuAGI - AutoGPT Tutorials
Build voice agents — Chain voice detection, speech-to-text, an LLM, and text-to-speech into a modular local or hosted voice system.

ManuAGI - AutoGPT Tutorials
Run multiple coding agents in parallel — Coordinate agents such as Claude Code, Codex, and Cursor in separate git work trees.

ManuAGI - AutoGPT Tutorials
Embed agentic workflows into applications — Let Copilot handle planning, tool calls, and file edits inside an application.

ManuAGI - AutoGPT Tutorials
Improving models from agent traces — Use routing policies, world model simulations, harness optimization, and distillation to continuously improve an endpoint.

ManuAGI - AutoGPT Tutorials
Selecting tools for an AI agent context window — Expose only the handful of registered or MCP-provided tools that matter for each turn.

ManuAGI - AutoGPT Tutorials