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
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
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
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
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
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. 🤯
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
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! 👇
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
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?
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
🚀 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