I built my friend Avijit an AI terminal doctor — because he was losing his mind over version mismatches

Description and use

Framework Magnifier enables developers to quickly detect and fix runtime version mismatches and dependency conflicts in the terminal, saving hours of debugging.

Problem

Avijit spent hours debugging terminal errors caused by mismatched runtime versions and dependency conflicts, such as Node 14 vs Node 18 and pip freeze showing incompatible FastAPI versions.

Outcome

Within twenty minutes of first use, Avijit identified that his terminal was running Python 3.9 from an old Homebrew symlink while his project expected Python 3.11, eliminating a three-hour debugging effort.

Workflow

• Run python magnifier.py to list top CPU or memory processes
• Run python magnifier.py 1248 to get AI explanation of a specific process
• Run python magnifier.py --ports or python magnifier.py port 5432 to inspect port usage
• Run python magnifier.py check-deps to scan multi-language dependency manifests and detect version drift
• Run risky commands through python magnifier.py run -- <command> or pipe stderr to python magnifier.py --errors for AI diagnosis

Evidence

He wasn't struggling with algorithms or business logic. He was struggling with his environment.

Source

Just last week, I watched him lose over two hours debugging a bizarre SyntaxError: Unexpected token '.'

Source

Another time, his backend service failed because pip freeze showed fastapi==0.68.0 in his global environment, but his project's requirements.txt strictly required >=0.100.0.

Source

I sent the first build to Avijit over the weekend. Within twenty minutes, he messaged me: "Bro, it immediately flagged that my terminal was executing Python 3.9 from an old Homebrew symlink while my project virtual environment was expecting Python 3.11."

Source