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AI Evals for Product Managers: How I Measure Agent Quality—A Beginner’s Playbook
Read more: AI Evals for Product Managers: How I Measure Agent Quality—A Beginner’s PlaybookAI evaluations turn agent quality from a vague aspiration into a measurable product capability. In this guide, I break down how I use traces to surface reasoning, LLM judges to score responses at scale, and offline evals to harden quality before launch. Then I validate in production with online evals and A/B testing. Most importantly,…
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From Solutions Engineering to PMM Leadership: Darshil Gandhi’s Playbook for Amplitude’s Edge
Read more: From Solutions Engineering to PMM Leadership: Darshil Gandhi’s Playbook for Amplitude’s EdgeCompetitive intelligence, partner product marketing, and technical marketing are most powerful when they converge on outcomes. This perspective highlights how a solutions engineering mindset tightens product positioning, points of parity, and competitive differentiation. Learn practical ways to align a single competitive narrative with driver trees, validate claims using Amplitude analytics, and close the loop via…
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We Open-Sourced Our AI Skills Library: Reusable Skills to Supercharge Product Velocity
Read more: We Open-Sourced Our AI Skills Library: Reusable Skills to Supercharge Product VelocityI open-sourced a modular AI Skills library designed to help product teams prototype faster, measure rigorously, and ship safer LLM and agentic AI workflows. The library packages reusable skills for retrieval, summarization, classification, tool-use, guardrails, and evaluation so you can compose end-to-end pipelines with minimal glue code. It integrates naturally with feature flags, A/B testing,…
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Director of Product, Growth & AI at Amplitude: My Playbook for Viral Growth and Engagement
Read more: Director of Product, Growth & AI at Amplitude: My Playbook for Viral Growth and EngagementThis perspective breaks down how I operationalize the Director of Product, Growth & AI mandate at Amplitude into a measurable growth system. I map a driver tree to a clear North Star Metric, use behavioral analytics and cohort analysis to find causal levers, and scale learning through disciplined A/B testing. I focus on activation, retention,…
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A Game-Changing Leap in Voice AI: Fin Voice 2, Apex Flash, and a Live Demo You Can Trust
Read more: A Game-Changing Leap in Voice AI: Fin Voice 2, Apex Flash, and a Live Demo You Can TrustVoice AI is finally stepping out of the demo lab and into the real world. With Apex Flash and Fin Voice 2, we get fast, natural conversations, higher resolution rates, and better CSAT—without smoke and mirrors. The key is an architecture that separates real-time speech processing from answer generation, unlocking low-latency performance customers can feel.…
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Crafting Beloved Tech Brands: My Moonshot Marketing Playbook for the Post-LLM Era
Read more: Crafting Beloved Tech Brands: My Moonshot Marketing Playbook for the Post-LLM EraMarketing in 2026 isn’t a channel plan; it’s a feeling customers want to belong to. In this playbook, I share how to run one unified engine, avoid dysfunction from fragmented goals, and structure a portfolio of moonshots that compounds learning and differentiation. I explain how to operationalize taste across teams, use LLMs without losing humanity,…
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Supercharge Insights with Amplitude Agent Connectors: Connect Notion, Slack, Linear & More
Read more: Supercharge Insights with Amplitude Agent Connectors: Connect Notion, Slack, Linear & MoreWhen insights and actions live in different tools, teams lose speed and clarity. Amplitude’s Agent Connectors help by uniting Notion, Atlassian, Slack, Linear, and more with the Global Agent so analysis and execution happen in one place. I can synthesize behavioral analytics, share updates to Slack, and create follow-ups in Linear without context switching. Clear…
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Package Hack Wake-Up Call: My Playbook for Securing Cowork, Coding Agents, and Secrets
Read more: Package Hack Wake-Up Call: My Playbook for Securing Cowork, Coding Agents, and SecretsA recent wave of malicious package hacks pushed me to level up my security posture without slowing down my AI workflows. In this piece, I break down how attacks like the Mini Shai-Hulud worm work, when you’re most at risk, and how Cowork’s virtual machine isolation helps—plus where it falls short. You’ll learn practical ways…
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Broken Procurement Is Costing You Talent: A Product Leader’s Playbook for Speed and Sanity
Read more: Broken Procurement Is Costing You Talent: A Product Leader’s Playbook for Speed and SanityProcurement should accelerate value, not block it. In this episode recap and analysis, I unpack how sprawling forms, overreaching security reviews, and unclear ownership repel the very experts companies need—and how a credit-card fast lane, risk-tiered controls, and CEO sponsorship can restore speed and sanity. You’ll learn why vendor experience is a brand experience, how…
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Decode How Amplitude AI Thinks: Proven Workflows to Get Actionable, High-Accuracy Results
Read more: Decode How Amplitude AI Thinks: Proven Workflows to Get Actionable, High-Accuracy ResultsUnderstanding how Amplitude AI reasons is the fastest path to higher-quality, decision-ready outputs. I guide each step—intent, context, reasoning, tools, and evaluation—so results map to real metrics and business goals. With a retrieval-first pipeline, precise prompt engineering, and built-in evals, teams move faster while reducing rework. I also lean on agentic AI patterns to sequence…
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Join Me in June: Master Opportunity-First Product Strategy with Continuous Discovery Habits
Read more: Join Me in June: Master Opportunity-First Product Strategy with Continuous Discovery HabitsJoin me for a June read-along of Continuous Discovery Habits focused on prioritizing opportunities—not just shipping features. I’ll share a structured reading guide, short videos, reflection prompts, and hands-on exercises your product trio can run this week. You’ll learn how to focus on one target opportunity at a time, use Opportunity Solution Trees to simplify…
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Stop Support Tickets Before They Start: How AI Unsticks Users and Lifts Conversions
Read more: Stop Support Tickets Before They Start: How AI Unsticks Users and Lifts ConversionsStuck users don’t just stall—they open tickets and quietly abandon funnels. By pairing behavioral analytics, session replay, and targeted in-app guides with an AI Assistant, it’s possible to resolve confusion in the flow and protect conversions. This approach shifts support from reactive to proactive, shortening time-to-value and boosting activation. With measured A/B tests, feature flags,…
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