Beni's Software

Software Developer - Data Science, Web Scraping, AI Automation.

[Beni's Software @BenjaminFlatz]

How to analyze stocks part 1 🚀

[Beni's Software @BenjaminFlatz]

#RooCode feels like cheating 😂.

[Beni's Software @BenjaminFlatz]

An absolute minefield in scraping: Bot Protection 🛑

​Standard Python libraries hit Cloudflare walls fast. What actually works?

​Playwright + Stealth: Mimics real user behavior.

​Scrapy: Fast, but needs proxy rotation.

​What’s your stack?👇#webscraping #Python #Apify

[Beni's Software @BenjaminFlatz]

Why spend hours on projects after a full workday? 🌙

Because I’m a total addict for that split second when it finally works and the dopamine hits. 🧠⚡️

Pure bliss makes the grind worth it. 🛠️🔥 #Build #Dopamine

[Beni's Software @BenjaminFlatz]

@sakavickas I want the listings of multiple platforms, f.e. jobs, classifieds,..

[Beni's Software @BenjaminFlatz]

Is Scrapy + Playwright the ultimate scraping combo? 🐍🎭

​You get Scrapy’s elite scaling + Playwright’s JS rendering. It’s a powerhouse for Python devs, but is it overkill?

​Or is there a better stack we should be using? 🛠️

​#Python #WebScraping #SoftwareEngineering

[Beni's Software @BenjaminFlatz]

What are the most valuable software projects to build right now?

Or will they be replaced by AI either way?

[Beni's Software @BenjaminFlatz]

ToT (Tree of Thought) users/devs:
Python + LangGraph experience?
Biggest implementation challenges?
Polymorphic System: ToT vs CoT examples?
Share your setups! #LangChain #AI #LLM #langgraph #python

[Beni's Software @BenjaminFlatz]

Building a self-improving social engine with #LangGraph & #Python. 🤖🐍

​Tired of guessing what works? My next project automates the loop:

​Create ✍️
​Distribute 🚀
​Analyze KPIs 📊
​Self-Refine 🔄

​The end of manual optimization.

​#AI #Automation #SaaS #ContentStrategy

[Beni's Software @BenjaminFlatz]

Adaptive AGI is no longer sci-fi. Morphic AI adapts to your systems in real-time, rewriting its own code for unmatched efficiency. The AI revolution has arrived. The time to adopt is NOW. 🤯

[Beni's Software @BenjaminFlatz]

Looking for your Quant & ML tribe? 📈🚀

​I'm deep in:

📊 QuantConnect
🤖 Machine Learning (Alpha research)
🐍 Python
🏗️ Backtesting & Execution

​Drop a 👋 & what you're building! Let's connect! 👇

​#Quant #AlgoTrading #ML #Python

[Beni's Software @BenjaminFlatz]

@maximehugodupre I built one to scrape restaurant menus and another one to generate videos (will be continued).

Did you?

[Beni's Software @BenjaminFlatz]

Looking to connect with my tech tribe! 🚀

I'm into:
🐍 Python, Data Science
🤖 AI, PyTorch, LangGraph
🕸️ Web Scraping, Apify
🏗️ Cloud Infra, Software Architecture
📊 Business Intelligence
⚙️ Automation

Drop a 👋 & what you're building! Let's connect! 👇

[Beni's Software @BenjaminFlatz]

@ApplyWiseAi I did not use playwright yet, but its good to know for the future thanks👍

[Beni's Software @BenjaminFlatz]

@Priya_Upadhyay_ Will be replaced by AI 😄

[Beni's Software @BenjaminFlatz]

Supervisor at the top intelligently routes tasks to specialized sub-agents, creating structured, controllable, and scalable agent teams — far better than flat, chaotic swarms.
Perfect for turning complex workflows into organized “AI companies.” 🚀
#LangGraph #MultiAgent

[Beni's Software @BenjaminFlatz]

AI Damaged my Brain

The more I used AI in coding, the less I knew about the architecture of my own project.

There were times when programming felt like playing a slot machine in the casino.

Now I am focusing on CLEAN code instead of AI noise.

What are your experiences?

[Beni's Software @BenjaminFlatz]

Looking for battle-tested architecture patterns for a LangGraph-based polymorphic AI system (multiple agent types, dynamic routing, shared state/memory).

What’s working well for you in 2025/26? 🧠🔀

#LangGraph #AIagents #LLM

[Beni's Software @BenjaminFlatz]

🚀 AI automation, web scraping & social media devs (Apify fam!) – let's link!
Building social bots, AI agents, killer scrapers? Drop your latest project, DM me or tag a friend.
Collabs? Yes 👇🔥
#AI #WebScraping #Apify #Automation