Honestly, stop relying on autocomplete if you want to learn. I personally use Cursor AI Pro Subscription because the chat feature actually lets you audit the code instead of just copy-pasting. Be careful though, it wont teach you the concepts if you just hit tab. You really gotta force yourself to read the logic it generates. It fits your budget perfectly and saves tons of time on debugging.

Just catching up on this thread! Honestly, if you want to actually master backend architecture instead of just patching leaks, you need to step away from basic IDE helpers. I have been using Claude 3.5 Sonnet via the web interface for my logic heavy refactoring and its honestly mind-blowing how well it explains architectural patterns. Here is what I would suggest instead of typical coding assistants:

• Claude 3.5 Sonnet for deep logic analysis and explaining memory overhead in classes.
• Perplexity AI Pro for finding high-quality technical documentation and stack-specific research. Most tools are just glorified autocomplete, but Claude is amazing at breaking down the why behind memory management. It wont just fix the leak, it will show you exactly why your class structure is holding onto those references. Seriously, stop looking for code completion and start using these LLMs as a logic tutor!

Late to the party but honestly, relying on autocomplete to debug memory issues is a recipe for disaster. If you are hitting a wall with Python classes, you might want to consider using JetBrains PyCharm Professional Edition instead of just an AI plugin. It is not an AI in the traditional sense, but its static analysis and memory profiling tools are industry standards for a reason. You really need to see where your references are leaking before you try to fix them. I would suggest taking a look at OpenAI ChatGPT Plus 20 USD/mo if you really need the conceptual hand-holding. The trick is to treat it like a tutor rather than a coder. Make sure to feed your class structure into the chat and ask it specifically why an object isn't being garbage collected. Be careful though, it can hallucinate incorrect Python idioms, so verify everything against official docs. If you want to dive deep into the internals without breaking the bank, try pairing that with a subscription to O'Reilly Learning Platform Standard Tier 49 USD/mo. It gives you actual textbooks and deep-dive videos on memory management that an AI just cant replicate. Dont just copy what the bot gives you; actually look at the object lifecycle in your IDE. You really have to force yourself to understand the scope or you'll just be chasing your tail forever.