Brown seeds inside a jalapeño are a reason to inspect the pepper, but seed color alone cannot establish whether it is safe to eat. Do not use a color chart or an online photo as a food-safety test.
Inspect the whole pepper
Look at the flesh, cavity and stem area as well as the seeds. Discard a pepper that is rotten or shows mold or clear signs of spoilage. Do not taste it to test whether it is still good. When its condition is uncertain, discard it.
A pepper that looks normal still needs appropriate handling. Wash fresh peppers under running water before cutting. Do not use soap or household detergent on produce. Washing reduces contamination but does not make spoiled food safe.
Do not use cooking as a rescue step
This is not a recommendation to trim, roast or pickle a visibly spoiled pepper. Begin with sound produce. For pickling or canning, use a tested preservation recipe and follow its ingredients and processing directions exactly.
Handle hot peppers carefully
Jalapeños contain capsaicin, which can irritate skin and eyes. Wear gloves when cutting hot peppers, avoid touching your face, and clean your hands and equipment afterward. Removing seeds is not a reliable way to make every pepper mild because much of the heat comes from the internal tissue around them.
Food use and seed saving are separate questions
A seed that looks suitable for saving does not certify the fruit as safe to eat. Likewise, a grocery pepper that is suitable for cooking does not establish the identity, germination or traits of its saved seeds. For a predictable garden plan, start with a labeled seed variety and follow its planting instructions.