THE USE CASE LIBRARY
Explore practical ways to work with AI. Find a workflow, discover the tools, and go straight to the source.
Mark Riggins (@Ojenta on X) gave a bot he calls his CPA Bot access to his money accounts and spent a few days letting it work. It logged in to Vanguard, Fidelity, Morgan Stanley, and Venm…
A solo builder used Replit Agent over roughly ten days to finally make an AI app they had been putting off. The agent scaffolded the app, wired the backend, created the database tables, d…
One developer opens each task in Devin's command-line tool on their own machine, lets it explore the repository until it understands the codebase, and then uses the /handoff command to mo…
Reach people exploring AI agent use cases
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Sponsor this spotAt Anthropic, most of the code in Claude Code is now written by Claude itself, and the team changed how it reviews code to match. Before a PR exists, Claude runs tests or builds to prove…
A guide to Manus describes splitting big research requests into many parallel sub-agents, for example profiling 250 AI researchers with one sub-agent each in about 10 to 15 minutes. It al…
Given the year's Form 16 documents, a Claude desktop agent logged into India's income tax portal, reconciled the reported salary against the Annual Information Statement (AIS), handled a…
A Hacker News commenter runs Hermes Agent on DeepSeek as a personal and work assistant connected to Slack. A nightly cron job feeds it every email, Slack message and set of meeting minute…
Rather than adopting an orchestration framework, one developer wires up Claude Code's built-in hook system: 84 hooks across 15 event types, all plain files. Their key fix was concurrency:…
One user tried six browser agents on real tasks that need a login. The tasks were applying for jobs, signing in to pull data, posting for them, and fixing API problems. The lineup was Per…
A site owner pairs with Exo, an agent built on Grok Bot, to operate a free AI-guides site for people over 50. On a schedule it pulls news and rebuilds the site overnight, crawls every pag…
Over two weeks, one person used a Hermes agent, mostly via Telegram, as a personal assistant for the dull tasks they tend to put off. It read their email and worked on websites to check t…
A scheduled OpenClaw agent with shell, file and API access looks for topics across GitHub Trending, Hacker News, Reddit and RSS, scores them, and gathers READMEs and discussion threads fo…
A developer connected ChatGPT to a local Codex install through MCP-style file access and added a thin workflow layer: ChatGPT handles planning and reviewing results, while Codex does the…
A Hermes Agent user runs free open models through Ollama on their own GPU and schedules a daily job that sorts and actions their personal email in a Getting-Things-Done style. They shaped…