ChatGPT use cases

Real things people get done with ChatGPT — Ask for a sequence, a lead list or a verification run and get it built for you. — plus the outreach jobs you can hand to it in WarmySender, where the scheduler paces every action inside safe limits.

Categories: Cold email, Lead lists, Deliverability, Admin, Productivity, Work, Coding, Research, Content

What people do with ChatGPT

Built an app, then asked the agent for the roadmap

Coding · @sama ·

Built a working app with the coding agent in a week, then kept asking it for new feature ideas - and rated several of them genuinely good.

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A design-inspiration server for coding agents

Coding · @nutlope ·

Built a shared design service that searches hundreds of well-designed sites and feeds the results to whichever coding agent you use.

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From an ICP description to an enrolled list

Lead lists · @warmysender

Describe who you sell to, and ChatGPT finds, verifies and enrolls them in one pass.

Find heads of marketing at e-commerce brands in the UK, verify their emails, drop the risky ones, and enroll the rest in my "Q4 ecom" campaign.

Set this up in WarmySender

Sent the agent to erase her digital footprint

Admin · @Sabrina_Ramonov ·

Agent mode found data broker sites she had never heard of, drafted removal messages, then opened its own browser and filled in the opt-out forms.

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Patched the desktop app to add multi-account

Coding · @kdy1dev ·

Wanted multi-account support that did not exist, so had the agent clone and patch the desktop client itself as a stopgap.

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Ship an A/B test without touching the UI

Cold email · @warmysender

Two variants of the first email, one campaign, and the scheduler splitting the sends evenly.

Add a second variant of my first email with a shorter subject line, split it evenly, and tell me in a week which one got more replies.

Set this up in WarmySender

One apple, a hundred art styles, one live site

Content · @jerrymakes2026 ·

Asked the agent to draw the same apple in more than a hundred visual styles, then turned the set into an interactive browse-and-guess page.

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A finished game in 38 minutes

Coding · @Safinazelhadry ·

Generated concept art with the agent, picked a favourite as the visual target, and had a complete playable game built inside forty minutes.

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Clean a list you inherited before you send

Deliverability · @warmysender

Verification runs on the same allowance and pacing as everything else — no surprise burst.

Verify this list of 4,000 contacts, show me the split of valid, risky and invalid, and only enroll the valid ones.

Set this up in WarmySender

Open-source triage tooling for drowning maintainers

Coding · @steipete ·

Built and released agent-driven tooling for maintainers buried in issues; it runs on the coding agent and can be forked for any repository.

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Wrote a tool on inflight wifi that hit 100k stars

Coding · @realsigridjin ·

Asked the agent to write a Python tool while on a plane; the result went on to out-star far more polished projects.

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Job research delivered as a spreadsheet in 10 minutes

Work · @donvito ·

Asked the agent to research open roles and came back ten minutes later to a finished CSV of results.

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A live board for five agent sessions at once

Coding · @murata187 ·

Kept losing track of which of four or five parallel agent sessions was blocked waiting on an answer, so built a live session dashboard.

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Measured what actually drives agent running costs

Research · @robert_dorfer ·

Cut one output by nearly three quarters and found the whole workflow got more expensive, then catalogued the levers that really move token cost.

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Writing a programming language with an agent

Coding · @momonpya ·

Building tools felt too easy, so started designing a personal programming language with the agent to get attached to the work again.

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Side-built a desktop app while working

Coding · @Blackmistaung ·

While one agent handled the day job task, built an open-source macOS presence app on the side and had a first working version within the hour.

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Runs agent tasks like a small team, not a chat

Productivity · @robert_dorfer ·

When an overnight automation failed, the main task was told to open a separate follow-up task per failure instead of fixing everything in one thread.

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Had the agent browse the web and profile him

Research · @AbdMuizAdeyemo ·

Set the agent loose across the open web to gather everything publicly published about him and report back.

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Leave it researching, come back to findings

Research · @7N7 ·

Hands the agent a research question, walks away for a few minutes and returns to a written set of findings.

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Running outreach with ChatGPT

Connected to WarmySender, ChatGPT can create, launch and manage campaigns on every channel, create and enroll prospects, verify email addresses, search and save lead lists, configure warmup and read stats — in plain language. It never sends a message itself and can never raise a limit. WarmySender's scheduler paces every action inside safe limits and a gradual ramp; connecting and disconnecting accounts stays in the app.

Set up ChatGPT on the AI Agents hub.

Last refreshed: 2026-09-09