
Eric Kim
105 posts

Eric Kim
@eric_nakji
AWS, YC S23, now doing AI at @Amplitude_HQ


The world has changed. If you know how to create, post, and understand platforms, you’re valuable. Period. The next generation isn’t just engineers. They’re storytellers, creators, and operators of attention.




we’ve shipped a bunch of incredible new tools + skills using @Amplitude_HQ's mcp and i wanted to highlight a few killer use cases i’ve been running as a pm/engineer/builder! /replay-ux-audit + /debug-replay 👀🎥 we added two new session replay tools (list_session_replays and get_session_replay_events) which allows you to more effectively search across your session replays AND provides the agent access to the underlying events and rrweb data. this allows your agents to query session replays then analyze what’s happening in your replays. /monitor-ai-quality + /analyze-ai-topics 🤖📊 if you’re using our new agent analytics product, we’ve added mcp tools to query your LLM sessions, spans, conversations, and tagged traces. this enables your agents to easily browse your agent interactions, synthesize wha the top error categories are or main topics customers are talking to your agents about, then quickly iterate in your ADE/IDE on agent + prompt improvements. /review-agent-insights 💡 if you’re a heavy amplitude agent user, we’ve added a get_agent_results tool that lets you query all of your amplitude agent previous conversations and the artifacts attached to them. so if you have a bunch of dashboard and session replay monitors, you can stack workflows on top to triage and fix those issues. /diagnose-errors 🚨 fun fact: if you’re using autocapture, we track a bunch of rich web vital data like network requests, status codes, logged errors, and error clicks data as different amplitude event types. so you can automate workflows using an agent to auto-investigate web failures then fix those issues. get_flags, create_flags, update_flag 👨🏻🔬🧪 if you’re using amplitude for feature flagging, you can create, edit, and retrieve your feature flags all directly via MCP instead of having to manually configure in the UI anymore. we’ve been using this to scale out the number of experiments we’ve been running internally! give these a try and lmk if there’s other tools or skills we should be adding! 👀













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