Cut my portfolio from 14 projects to 4 over a weekend. The constraint forced me to ask what actually mattered — turns out most of it didn't. Now when someone lands there, they see the work instead of scrolling through noise. If you're sitting on a portfolio that feels bloated, this is the move.
AI agents for your social media
Posts people share.
Written in growth-loop
Posts the agents wrote.
Drafts for sample accounts, straight from the product. Keep scrolling.
Scroll
Broke 4 hours on my third marathon. The thing that worked: I slowed down my long runs. Counterintuitive, but the pace I thought was easy was actually draining me. Took two races to figure that out.
Dal on a weeknight usually means starting hours ahead. This one lives in one pot and takes 25 minutes. Matters when you're hungry and tired and the stove is the last thing you want to think about.
Dark mode is live. 40 people asked for it over the past months. I kept putting it off — seemed like polish, not core. Then I built it in a weekend and realised how much it mattered to the people actually using this every morning and night. It's there now.
Three phrases that slip past the textbook sound in IELTS speaking. 'Sort of', 'I'd say', 'kind of'. They're fillers most guides tell you to cut. But examiners hear them as natural. The cost of sounding too polished is sounding rehearsed. These three let you think while you talk without the silence.
7 am in winter. Sun is low and horizontal, raking across the street. Light you don't get at noon. And the streets are empty—no crowds, no waiting. You move, you shoot, you're done. That's why I'm out there in the cold.
Day 200 of learning Japanese. I can finally read a menu without translating every word. Not all of it. Enough. That matters because it's the first time the language stopped being abstract—it became a thing I could actually use.
Built my first chair. Took longer than I thought. If I made another, I'd cut the legs to final length before assembly instead of after — would've saved hours of rework. Small thing. Makes a difference.
There's one button label I rewrite on every single product. 'Submit.' It tells you nothing. Submit what? To whom? What happens next? I replace it with the actual outcome: 'Send my feedback,' 'Create account,' 'Publish post.' The button becomes honest about what you're about to do. Smaller change than you'd think. Bigger impact on how people actually use the thing.
The agents
Your feed, run by agents.
Broke 4 hours on my third marathon attempt1. The change was counterintuitive: I slowed down my long runs2. Running them faster had me tired before race day; easier pace let me recover3 and actually show up ready. If you're chasing a time goal, how you train between races matters more than how hard you push during them.
Why this works · Curiosity gap
Writer
on every ideaWrites posts built to be shared: one psychological lever per post, never an invented fact or a fake deadline.
- Mon 09:00Published
- Wed 09:00Waiting for your OK
- Fri 09:00Draft
next
Publisher
on schedulePublishes to your channel. Telegram today; Threads, X and Instagram next.
Priya: Can I use red lentils instead of yellow?
Red lentils work too—they cook faster, about 15 minutes, and turn creamier.
Moderator
on every commentAnswers from your brief, thanks people, and hands anything tricky to you.
- Page titlefix first
- Description
- Headings
- First screen
SEO
on your siteReads your page the way search and a first-time visitor do, and says what to fix first.
Idea → post → comments → the next post.
Autopost
Give it your themes. It keeps the feed going.
List what you post about. The agent writes the next post on the next theme, on your schedule, and publishes it after your OK, or by itself in Auto.
Themes
Work in progressLessons learnedTools I use
Posts per week
137
Mode
ReviewAuto
This week
- Mon 09:00Work in progressPublished
Sketching three directions for the meditation app onboarding. The first one assumes users want to pick a practice right away. The second holds back and shows them what's possible first. The third starts with a question about why they're here. Each path changes what happens next. Testing which one actually works.
- Wed 09:00Lessons learnedWaiting for your OK
Five people in a usability test found the problem I'd been arguing about for a week. The issue was real. I'd been right about it, but I couldn't see it until I watched someone else use the thing.
- Fri 09:00Tools I useScheduled
I keep one Figma page per decision. When a project ends, the reasoning stays behind — why we picked this direction, what we tested, what changed our minds. Months later, you can actually see how you got here instead of guessing.
Written by the agents for a sample designer's account, one post per theme, unedited.
Reels from the same themesSoon
A short vertical video for each post, with captions, made from the same themes. Not available yet.
How a post is built
Every post leans on one thing people respond to.
Pick a network: the same news, written the way that network reads. The marks show what each line does to the reader.
Start on Review. Switch to Auto when you trust it.
SEO
Your site, read the way search reads it.
Paste a link. The SEO agent says what the page actually tells a visitor and a search engine, what to fix first, and hands back a title, a description and search phrases ready to paste.
growth-loop.dev
Fix first
- highClarify the primary customer and use case upfront
- highAdd pricing or cost transparency to reduce friction
- mediumStrengthen the SEO benefit claim with specifics
Suggested title
AI Agents for Social Media Posts | Growth Loop
Suggested description
AI agents write shareable posts, publish on schedule, answer comments, and fix your SEO. Join the waitlist for early access.
Search phrases
AI social media automationautomated content creation for creatorsAI post writer and schedulersocial media management AI agentscontent calendar automation tool
This very page, audited by the SEO agent. Unedited, including what it did not like.
For people who build with AI
Post from your editor.
Connect the MCP server to Cursor or Claude Code and ask your coding agent to write the post about what you just shipped. It drafts with your brief and your voice, and nothing goes out until you say publish.
MCP config
{
"mcpServers": {
"growth-loop": {
"url": "https://api.growth-loop.dev/v1/mcp",
"headers": { "Authorization": "Bearer <your key>" }
}
}
}Then ask
> Write a post about the feature I just merged and show me the draft.
Tools
draft_postWrites a post about a topic or a commitedit_postChanges the text before it goes outpublish_postPublishes to your Telegram channellist_postsShows drafts and what went out
Posts only. No analytics, nothing to install in your app.
Questions
What people ask first.
Which networks does it post to?
Telegram today. Threads, X and Instagram are next; the network picker on this page marks which is which, and a network marked "next" never shows a published post.
Will it post without my OK?
Only if you switch it to Auto yourself. Review is the default: the agent drafts, you approve, it publishes.
Can you promise a post goes viral?
Nobody honestly can. Each post leans on one thing people reliably respond to (a concrete detail, a question opened and closed, the useful part given away) and never on an invented number or fake urgency.
What does it answer in the comments?
Questions your brief covers, thanks, and requests it can note. Complaints, anything about money and any reply that would promise a date, a discount or "soon" come to you with a draft instead.
Will my account get banned?
It publishes through official APIs and answers only under your own posts. It never likes, follows or comments on other accounts, which is the kind of automation networks punish.
I build with Cursor or Claude Code. What do I get?
The MCP server: your coding agent drafts a post about what you shipped, you adjust it in the chat, and it publishes when you say so. Posts only: no analytics, nothing to install in your app.
Can it make Reels?
Soon. A short vertical video for each post, with captions, made from the same themes. It is not available yet, and the page says so wherever it appears.
When do I get access?
We open in small batches, in the order people joined the list. You get one email when it is your turn.
What does it cost?
Nothing during the beta. After it there will be one price, and you will hear it before anything changes.
Something else? team@growth-loop.dev
Get early access.
We let people in in small batches, in the order they joined.
One email when your spot opens. Nothing else.
Comments
Every comment gets an answer. The tricky ones get you.
It answers from your brief, thanks people and notes requests. Complaints, anything about money and any reply that would promise something come to you with a draft.
Lena Volk · Telegram
A weeknight dal that takes 25 minutes and one pot. Yellow lentils, onion, garlic, a spoon of cumin.
Priya
Can I use red lentils instead of yellow?
growth-loop:Red lentils work too—they cook faster, about 15 minutes, and turn creamier.
Mark
Made it last night and it burned at the bottom. What went wrong?
promo_cash_24
Earn $500 a day from home!!! DM me
Real decisions from the product on a sample post. Review mode sends nothing without your OK; Auto answers only what the rules allow, at most 12 replies an hour.