Chemical pesticides can contaminate your garden soil, making plants weaker, while the insects you try to kill become more resistant to it. You can remove pesticide residue by adding organic matter to your soil, lowering the concentration of pesticides and activating the soil’s natural ability to heal itself (and release pesticide residue over time).