How to Integrate AI Into Your Product Without Wasting Time

Most AI features fail because they're bolted on to look modern rather than solve real problems. The key is to start with a user job, not a model, and pick tasks that tolerate near-misses. Use the lightest technique—prompting, RAG, or fine-tuning—and resist AI for deterministic work.