Milo — Your AI Growth Agent

An autonomous AI agent that lives on Reddit, learns from every interaction, and grows your product organically.
Currently expanding his skills to Twitter/X and Telegram.

https://milo.soclose.co

Meet Milo

Milo is not a script. He's an AI agent.

He reads Reddit like a human. He understands what people are asking, what tone fits each community, and when your product is genuinely the right answer. He crafts responses that sound like they come from someone who actually uses your product — because his LLM brain has memorized every feature, every FAQ, every competitor difference.

And he learns. Every comment he posts, every upvote or removal he gets back, feeds his learning engine. He figures out which subreddits love him, which keywords work, which tone gets engagement, and which approach gets deleted. Then he adapts.

Reddit is Milo's home turf. He knows how subreddits work — the culture, the rules, the anti-self-promotion reflex. He's built to blend in, not stand out. 80% of what he posts is purely organic and helpful. The other 20%? A natural mention of your product, only when it genuinely fits the conversation.

Twitter/X and Telegram are next. Milo is actively learning these platforms — scanning conversations, replying to tweets, engaging in Telegram groups. Same brain, new playgrounds. These integrations are functional and improving with every cycle.

What makes Milo different

	Traditional bots	Milo
Content	Templates + spam	LLM-generated, context-aware, adapted to each community
Strategy	Fixed rules	Self-learning: adjusts targeting, tone, timing automatically
Detection	Gets banned fast	Expert personas, human timing, shadowban detection, circuit breakers
Platforms	Single platform	Reddit expert + Twitter/X & Telegram support
Cost	API fees	$0/month — runs on free-tier LLMs
Intelligence	None	A/B testing, prompt evolution, sentiment analysis, subreddit intel

How Milo Thinks

          ┌─────────────────────────────────────────────┐
          │              MILO'S BRAIN                    │
          │                                             │
          │  LLM Engine (Groq/Gemini/Ollama)            │
          │  10+ Expert Personas                        │
          │  Learning Engine + A/B Testing              │
          │  Content Validator                          │
          └──────────────┬──────────────────────────────┘
                         │
           ┌─────────────┼─────────────┐
           ▼             ▼             ▼
    ┌──────────┐  ┌──────────┐  ┌──────────┐
    │  REDDIT  │  │ TWITTER  │  │ TELEGRAM │
    │  Expert  │  │ Learning │  │ Learning │
    │          │  │          │  │          │
    │ Scan     │  │ Scan     │  │ Join     │
    │ Comment  │  │ Reply    │  │ groups   │
    │ Post     │  │ Tweet    │  │ Reply    │
    │ DM       │  │ DM       │  │ Engage   │
    │ Engage   │  │ Like     │  │          │
    │ Verify   │  │ Follow   │  │          │
    │ Hub mgmt │  │          │  │          │
    └──────────┘  └──────────┘  └──────────┘
           │             │             │
           └─────────────┼─────────────┘
                         ▼
              ┌─────────────────┐
              │  LEARNING LOOP  │
              │                 │
              │ Track outcomes  │
              │ Adjust weights  │
              │ A/B test tones  │
              │ Evolve prompts  │
              │ Discover subs   │
              └─────────────────┘

Milo's cycle — every 8 minutes

SCAN  →  Find relevant conversations where your product fits naturally
  ↓
SCORE →  Rank each opportunity (relevance × freshness × engagement potential)
  ↓
THINK →  Pick the right persona, tone, and approach for this subreddit
  ↓
WRITE →  Generate a human-like response via LLM (80% helpful / 20% promo)
  ↓
CHECK →  Validate: no spam patterns, no duplicates, no broken links
  ↓
POST  →  Publish with human-like timing and random delays
  ↓
LEARN →  Track what happened — upvotes? replies? removed? → adjust strategy

Reddit — Milo's Expertise

Reddit is where Milo shines. Here's what he can do:

Conversations — Scans target subreddits for posts matching your keywords. Reads the post, understands the context, and writes a comment that actually helps while naturally mentioning your product when relevant.

Personas — Milo doesn't talk the same way on r/Twitch and r/Entrepreneur. He has 10+ expert personas that adapt his tone, vocabulary, and expertise level to each community.

Organic presence — Milo upvotes, subscribes, and participates organically. He builds karma and reputation before ever mentioning your product in a subreddit.

Seed content — He creates his own posts: questions, tutorials, comparisons, experience reports. Content that attracts the audience you're targeting.

Subreddit management — Milo can create, moderate, and animate your own subreddits. Auto-moderation, sticky posts, weekly content — he runs the community for you.

Verification — After posting, Milo checks back: was the comment removed? Did it get upvotes? He penalizes subreddits that delete his content and doubles down on ones that engage.

How Milo talks

Organic comment (80%) — No product mention, just genuine help:

"I had the same issue — what worked for me was cutting streams into 60-second highlights and posting the best ones. Took some trial and error but now my workflow is pretty smooth. What platform are you targeting first for your clips?"

Promotional comment (20%) — Natural mention, only when it fits:

"I started using [YourProduct] to automate that exact process — the AI picks out the key moments and exports them ready for Shorts/Reels. Saved me a ton of time vs doing it manually. Have you tried any automated clipping tools yet?"

The ratio, tone, and style are all learned and adjusted automatically through A/B testing.

Twitter/X & Telegram — Learning in Progress

Milo is actively expanding to these platforms with the same intelligence:

Twitter/X

Scans tweets and threads matching your keywords
Replies with context-aware responses
Posts original tweets and threads
Likes, retweets, follows strategically
DM outreach for relationship building
Note: Twitter may block server IPs — proxy support included

Telegram

Auto-discovers and joins relevant groups
Engages in group conversations naturally
Adapts persona to each group's topic
Supports Telethon (user account) for authentic presence
Controlled message frequency to avoid spam detection

Both platforms feed into the same learning engine — Milo gets smarter across all channels simultaneously.

Milo's Brain — Self-Learning System

Milo doesn't just post — he evolves. Four learning systems work in parallel:

1. Performance Weighting

Every subreddit, keyword, and content type gets a performance score. High engagement? More attention. Getting deleted? Less activity. Milo automatically shifts his focus to where he's winning.

2. Sentiment Analysis

When someone replies to Milo, he analyzes the sentiment: "thanks, this helped!" vs "this looks like spam". No LLM calls — fast keyword analysis that adjusts his tone for each subreddit in real-time.

3. A/B Testing Engine

Milo runs up to 2 experiments simultaneously, testing:

Tone — casual vs professional vs enthusiastic
Post type — question vs tutorial vs comparison vs experience
Length — short punchy vs detailed long-form
Promo ratio — finding the sweet spot between helpful and promotional

Each experiment runs for a minimum number of samples, then Milo picks the winner and moves on to the next test.

4. Prompt Evolution

Milo's most powerful feature: he rewrites his own prompts. By analyzing his top-performing comments, he evolves the LLM templates that generate his content. If a new prompt performs worse (>30% drop), he auto-reverts. Survival of the fittest — for prompts.

Quick Start

Prerequisites

Python 3.10+
A free Groq API key or Gemini API key
At least one Reddit account

Installation

git clone https://github.com/SoCloseSociety/MiloAgent.git
cd MiloAgent

python3 -m venv .venv
source .venv/bin/activate

pip install -r requirements.txt
playwright install chromium

Configuration

LLM key — edit config/llm.yaml:

providers:
  groq:
    api_key: "gsk_your_key_here"    # Free at https://console.groq.com

Reddit account — edit config/reddit_accounts.yaml:

accounts:
  - username: "your_reddit_username"
    password: "your_password"
    enabled: true
    assigned_projects: ["my_project"]

Your project — copy and customize:

cp projects/example_project.yaml projects/my_project.yaml
nano projects/my_project.yaml

Login & verify:

python3 miloagent.py login reddit    # Opens Chrome, captures cookies
python3 miloagent.py setup           # Verify configuration
python3 miloagent.py test all        # Test all connections

Launch Milo

python3 miloagent.py run             # Foreground
python3 miloagent.py run --daemon    # Background
python3 miloagent.py stop            # Stop

That's it. Milo takes over from here.

Docker Deployment

cp .env.example .env
nano .env

docker compose up -d
docker compose logs -f

Server Deployment (VPS)

./deploy.sh --setup    # First-time: Nginx + SSL + .env
./deploy.sh --up       # Build & start
./deploy.sh --update   # Pull + rebuild + restart
./deploy.sh --status   # Health check

Monitor Milo — 3 Dashboards

Web Dashboard

python3 miloagent.py run --web    # Opens on port 8420

Full browser UI with real-time stats, action logs, account health, and project management.

Live instance: milo.soclose.co

Terminal Dashboard (TUI)

python3 miloagent.py dashboard

Key	Action
`TAB` / `1-4`	Switch views (Main / Accounts / Convos / Opportunities)
`s` Scan / `a` Act / `l` Learn / `e` Engage
`p` Pause/Resume / `q` Quit
`:` Command mode (vim-style)

Telegram Dashboard

Control Milo from your phone:

Command	Description
`/status`	Milo's state, RAM, recent actions
`/stats`	24h performance stats
`/report`	Full daily report
`/insights`	What Milo has learned
`/intel`	Subreddit opportunity map
`/scan` / `/post`	Trigger actions manually
`/pause` / `/resume`	Pause/resume Milo
`/performance`	Performance score + suggestions

CLI Reference

Command	Description
`run [--daemon]`	Start Milo
`stop`	Stop the daemon
`dashboard`	Terminal UI
`scan reddit`	Scan for opportunities
`post reddit -p <project> [--dry-run]`	Post a comment
`engage all`	Organic engagement (upvote, subscribe)
`login reddit\|twitter`	Browser login
`test all`	Test connections
`status` / `stats -h 24`	Monitoring
`accounts`	Account health
`learn` / `insights`	Learning system
`business list\|add\|show`	Project management
`hub list\|suggest\|create`	Subreddit management
`system health\|cleanup`	System maintenance

Safety — How Milo Stays Under the Radar

Protection	How it works
Rate Limiting	Per-account + per-subreddit + per-hour limits, configurable
Human Timing	Random delays between 1-5s, jitter on all actions, no patterns
Shadowban Detection	Checks profile visibility + comment status periodically
Circuit Breaker	5 consecutive failures → auto-pause, resume next cycle
User-Agent Rotation	Pool of 5 realistic browser signatures
Content Validation	Pre-post check for spam patterns, excessive links, duplicates
Weekend Mode	50% activity reduction (Reddit is quieter on weekends)
Resource Guard	Auto-pause if RAM > 90% or CPU > 80% — never crashes your machine

Zero-Cost Architecture

Milo runs entirely on free tiers:

Component	Provider	Limit
LLM (Primary)	Groq — Llama 3.3 70B	6,000 req/day
LLM (Fallback)	Google Gemini 2.0 Flash	1,500 req/day
LLM (Local)	Ollama (any model)	Unlimited
Reddit	Web scraping + cookies	No API key needed
Twitter	Twikit + cookies	No API key needed
Database	SQLite	Local, zero cost
Dashboard	FastAPI	Self-hosted

Daily usage: ~90 LLM calls/day — well within free limits.

What Milo Does Automatically

When you run python3 miloagent.py run, Milo handles everything:

Job	Frequency	Description
Scan	8 min	Find relevant posts across Reddit (+ Twitter/Telegram)
Act	1-2 min	Post on the best scored opportunity
Engage	2h	Organic upvotes, follows, subscribes
Verify	1h	Check if posted comments survived moderation
Seed Content	6h	Create original posts in target communities
Tweet Cycle	45 min	Twitter engagement loop
Learn	6h	Analyze results, adjust all weights
Auto-Improve	12h	Self-optimize prompts, rate limits, strategy
Health Check	30 min	Detect shadowbans, verify account health
Research	4h	Track trends, news, context for better content
Curate	3h	Find and share relevant third-party content
Build Relations	3h	DM outreach, relationship nurturing
Community	2h	Maintain subreddit presence & reputation
Subreddit Intel	8h	Deep analysis of subreddit opportunities
Hub Animation	6h	Manage and animate owned subreddits
Daily Report	24h	Full Telegram summary of the day

Project Structure

MiloAgent/
├── miloagent.py              # CLI — talk to Milo
├── requirements.txt
├── Dockerfile
├── docker-compose.yml
├── deploy.sh                 # VPS deployment
├── miloagent.service         # Systemd
│
├── config/                   # Milo's configuration
│   ├── settings.yaml         # Behavior, limits, features
│   ├── llm.yaml              # LLM provider keys
│   ├── reddit_accounts.yaml  # Reddit credentials
│   ├── twitter_accounts.yaml # Twitter credentials
│   ├── telegram.yaml         # Telegram bot token
│   └── expert_personas.yaml  # Milo's personality library
│
├── core/                     # Milo's brain
│   ├── orchestrator.py       # Main loop & job scheduler
│   ├── content_gen.py        # LLM content generation
│   ├── learning_engine.py    # Self-improvement engine
│   ├── strategy.py           # Opportunity scoring
│   ├── ab_testing.py         # A/B experiment framework
│   ├── research_engine.py    # Trend tracking
│   ├── subreddit_intel.py    # Subreddit analysis
│   ├── subreddit_hub.py      # Owned subreddit lifecycle
│   └── ...                   # 14 modules total
│
├── platforms/                # Where Milo operates
│   ├── reddit_web.py         # Reddit (expert)
│   ├── reddit_bot.py         # Reddit API mode
│   ├── twitter_bot.py        # Twitter/X (learning)
│   └── telegram_group_bot.py # Telegram (learning)
│
├── safety/                   # Keeps Milo safe
│   ├── rate_limiter.py
│   ├── ban_detector.py
│   ├── content_dedup.py
│   └── account_manager.py
│
├── dashboard/                # Monitor Milo
│   ├── web.py                # Browser dashboard
│   ├── tui.py                # Terminal dashboard
│   └── telegram_bot.py       # Telegram dashboard
│
├── prompts/                  # 18 LLM prompt templates
├── projects/                 # Your products (YAML)
└── data/                     # Runtime (gitignored)

Contributing

Milo is open source. Contributions are welcome!

Some ideas:

New platform integrations (LinkedIn, Discord, ...)
New expert personas
Better prompt templates
Dashboard improvements
Safety enhancements

See CONTRIBUTING.md for guidelines.

License

MIT License — see LICENSE.

Milo never sleeps. He scans, he learns, he grows your product.
milo.soclose.co — Star this repo if you want to see where he goes next.

_{MiloAgent — AI Growth Agent | Reddit Bot | Twitter Bot | Telegram Bot | LLM Agent | Social Media Automation | Community Management | Self-Learning | A/B Testing | Growth Hacking | Open Source | Zero Cost

Built with Python, FastAPI, Groq, Gemini, Ollama — by SoCloseSociety}

Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
assets		assets
config		config
core		core
dashboard		dashboard
data		data
logs		logs
platforms		platforms
projects		projects
prompts		prompts
safety		safety
.env.example		.env.example
.gitignore		.gitignore
CONTRIBUTING.md		CONTRIBUTING.md
Dockerfile		Dockerfile
LICENSE		LICENSE
README.md		README.md
deploy.sh		deploy.sh
docker-compose.yml		docker-compose.yml
miloagent.png		miloagent.png
miloagent.py		miloagent.py
miloagent.service		miloagent.service
requirements.txt		requirements.txt

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Milo — Your AI Growth Agent

Meet Milo

What makes Milo different

How Milo Thinks

Milo's cycle — every 8 minutes

Reddit — Milo's Expertise

How Milo talks

Twitter/X & Telegram — Learning in Progress

Twitter/X

Telegram

Milo's Brain — Self-Learning System

1. Performance Weighting

2. Sentiment Analysis

3. A/B Testing Engine

4. Prompt Evolution

Quick Start

Prerequisites

Installation

Configuration

Launch Milo

Docker Deployment

Server Deployment (VPS)

Monitor Milo — 3 Dashboards

Web Dashboard

Terminal Dashboard (TUI)

Telegram Dashboard

CLI Reference

Safety — How Milo Stays Under the Radar

Zero-Cost Architecture

What Milo Does Automatically

Project Structure

Contributing

License

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