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Get Started Free →Use for everyday coding tasks that involve writing or modifying source code.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-12 | ✗→✓ | ▲ Improved | -1% | 0% |
| case-20 | ✗→✓ | ▲ Improved | 146% | 0% |
| case-21 | ✗→✓ | ▲ Improved | 111% | 0% |
| case-10 | ✓→✗ | ▼ Worse | -50% | 0% |
| case-02 | ✓→✗ | ▼ Worse | -56% | 0% |
A minimal coding quality assurance checklist ensuring every code modification follows best practices.
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bug-detective, architecture-design, or verification-loopany in TypeScriptpython# ❌ Don't def process(data=[]): # Mutable default argument pass # ✅ Should def process(data: list | None = None): data = data or []
python# ❌ Don't except: # Bare except pass # ✅ Should except ValueError as e: logger.error(f"Processing failed: {e}") raise
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