hanifx 2.3.9

🧬 Living Code — Python functions that watch themselves, feel pain, and evolve.

hanifx 🧬

Living Code — Python functions that watch themselves, feel pain, and evolve.

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🤔 What is hanifx?

Imagine you write a function. It runs. It works. Great!

But tomorrow? It runs the same way. Next year? Still the same. Forever? Exactly the same.

Normal code never learns. Never improves. Never grows.

hanifx changes that.

With just one line — @evolve — your function comes alive. It watches itself. It feels when something is wrong. And one day, it tells you — "Hey, I can do better."

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✨ Features

Feature	What it does
🧠 Memory Layer	Remembers every single time your function runs
⚠️ Pain Detector	Knows when your function is slow or broken
🔥 Evolution Alert	Tells you when your function is ready to improve
📊 Live Stats	Shows you how your function is doing anytime
🔒 Conscience	Never makes unsafe changes without asking you
⏪ Rollback	Go back to any older version anytime

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📦 Installation

pip install hanifx

That's it. No extra setup. No config files. Nothing.

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🚀 Quick Start

from hanifx import evolve

# Step 1 — Just add @evolve on top of your function
@evolve
def find_duplicates(data):
    result = []
    for item in data:
        if data.count(item) > 1:
            result.append(item)
    return result


# Step 2 — Use your function normally
for i in range(50):
    find_duplicates([1, 2, 3, 2, 1, 4, 5, 4])


# Step 3 — hanifx is silently watching...
# After 10 calls:
# 🧬 [find_duplicates] Ran 10 times! hanifx is observing...

# After 50 calls:
# 🔥 [find_duplicates] EVOLUTION READY!

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📊 Check Stats Anytime

find_duplicates.stats()

# Output:
# 📊 Stats for: find_duplicates
#    Total calls  : 127
#    Average time : 18ms
#    Last call    : 2026-05-11 10:32:14

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⚙️ Advanced Usage

# Choose your evolution style
@evolve(goal="speed", safety="strict", notify="always")
def calculate_tax(income, rate):
    tax = 0
    for i in range(int(income)):
        tax += rate / 100
    return tax

Option	Values	Meaning
goal	speed, memory	What to optimize
safety	strict, loose	How careful to be
notify	always, never	When to alert you

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🌱 How a Function Lives

Born      →  You write it
Childhood →  First 10 calls, hanifx just watches
Teenage   →  Patterns start to appear
Adult     →  First Evolution Alert fires 🔥
Wise      →  Knows its own best version

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🗺️ Roadmap

• ✅ v0.1 — Memory Layer + Pain Detector
• 🔜 v0.2 — Evolution Proposals
• 🔜 v0.3 — CLI Tool (hanifx run, hanifx stats)
• 🔜 v0.4 — Team Sync
• 🔜 v1.0 — Full Release 🚀

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🙋 Who is this for?

• 🐣 Beginners — Understand what's wrong with your code easily
• 💼 Professionals — Monitor production functions silently
• 👨‍👩‍👧 Teams — Learn from everyone's code together
• 🎓 Students — Learn to write better code naturally

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🤝 Contributing

Contributions are welcome!

1. Fork the repo
2. Create your branch (git checkout -b feature/amazing)
3. Commit your changes (git commit -m 'Add amazing feature')
4. Push to the branch (git push origin feature/amazing)
5. Open a Pull Request

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🐛 Found a Bug?

Open an issue here → 👉 github.com/hanifx-540/hanifx/issues

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📄 License

MIT License — free to use, share, and modify.

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👨‍💻 Author

Built with ❤️ by hanif

"Code shouldn't just run — it should learn."

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⭐ If you like hanifx, give it a star on GitHub! 👉 github.com/hanifx-540/hanifx