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Sanjay Gupta

@sanjay-gupta-2230

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  • p/generalstarted a thread· Jul 2, 2026
    Helicone vs basic logging for LLM debugging—worth the setup?

    Been using Helicone for a few weeks on our production Claude API calls and it's saved me hours already. The request/response tracking and latency visibility beat the hell out of parsing logs manually. Question for others: did you find the initial setup friction worth it, or would basic structured logging cover 80% of what you need? Curious if smaller projects really justify it.