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How Amplitude’s MCP Server Supercharges AI Workflows with Behavioral Context for Product Teams
Read more: How Amplitude’s MCP Server Supercharges AI Workflows with Behavioral Context for Product TeamsBehavioral analytics flowing into AI tools is a strategic leap for product teams. With Amplitude context available through an MCP server, I can ground prompts in real user behavior and cut hallucinations with a retrieval-first pipeline and better context window management. This makes AI workflows more accurate, explainable, and actionable. The impact: sharper prioritization, faster…
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Taste vs. Evidence in the AI Era: What Product Leaders Must Invest In Now
Read more: Taste vs. Evidence in the AI Era: What Product Leaders Must Invest In NowIs “taste” truly a must-have skill in the AI era or just hype? After listening to Teresa Torres and Petra Wille, I share why opinionated product sense matters—but only when anchored in continuous discovery and customer evidence. You’ll learn what to actually invest in now: discovery skills, human interaction, AI collaboration, and critical judgment. I…
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5 Proven Agent Skills I Use to Automate Weekly Product Reviews with Claude, Cursor, and Codex
Read more: 5 Proven Agent Skills I Use to Automate Weekly Product Reviews with Claude, Cursor, and CodexWeekly product reviews can be fast, focused, and high-signal when agentic AI does the prep work. I use five repeatable agent skills—backlog triage, PRD synthesis, experiment analysis, customer voice synthesis, and roadmap co-piloting—to turn scattered inputs into clear, actionable decisions. These skills run on a retrieval-first pipeline with eval-driven safeguards, so the outputs are auditable…
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Mastering Product Marketing with Amplitude Analytics: Proven Playbooks for Sustainable Growth
Read more: Mastering Product Marketing with Amplitude Analytics: Proven Playbooks for Sustainable GrowthDiscover how I apply Amplitude Analytics and behavioral analytics to connect product strategy with go-to-market strategy. Learn practical methods to improve user activation, run rigorous retention analysis, and translate cohort insights into sharper positioning and onboarding. See how a unified analytics platform aligns product, marketing, and success teams for faster, more confident decisions. Explore proven…
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Master Opportunity Mapping with Continuous Discovery Habits — Join the May 2026 Book Club
Read more: Master Opportunity Mapping with Continuous Discovery Habits — Join the May 2026 Book ClubThis May, I’m leading a community read-along of Continuous Discovery Habits with a practical focus on opportunity mapping and outcome-driven product discovery. You’ll get a chapter roadmap, short videos to share with your team, reflection prompts, and hands-on exercises to build your first opportunity solution tree. We’ll learn together in comments and meet quarterly for…
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Supercharge Claude and Cursor with Amplitude Plug and Play: Your AI Analytics Expert in One Install
Read more: Supercharge Claude and Cursor with Amplitude Plug and Play: Your AI Analytics Expert in One InstallI’m introducing Amplitude Plug and Play, a new AI plugin for the Claude and Cursor marketplaces. With a single-install, it turns your favorite AI client into an analytics expert. Ask natural-language questions to run funnels, retention cohorts, and A/B testing analyses using Amplitude analytics. It reduces context switching and accelerates decision-making for product managers and…
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Unlock Instant Product Analytics with Amplitude Wizard CLI—One Command, Zero Friction
Read more: Unlock Instant Product Analytics with Amplitude Wizard CLI—One Command, Zero FrictionThe Amplitude Wizard CLI removes friction by letting me instrument analytics directly from the codebase—no context switching, one command, immediate value. By aligning instrumentation with version control, PR reviews, and CI/CD, I get better event quality and auditable history. Developers benefit from a terminal-native flow, faster onboarding, and improved observability. Product teams unlock faster behavioral…
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Making (Great) Data Flow Effortless in Amplitude to Unlock Faster Activation and Product-Led Growth
Read more: Making (Great) Data Flow Effortless in Amplitude to Unlock Faster Activation and Product-Led GrowthThe mission to make it easier than ever to get (great) data flowing in Amplitude matters because high-quality behavioral data unlocks faster insights, stronger activation, and credible decision-making. By standardizing event taxonomies, enforcing schemas, and investing in data governance, teams reduce rework and build trust in analytics. With reliable signals, onboarding improves, user activation accelerates,…
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Inside AITropos: Lightning-Fast AI Employees for Hospitality That Take Orders on WhatsApp
Read more: Inside AITropos: Lightning-Fast AI Employees for Hospitality That Take Orders on WhatsAppAITropos shows how to build agentic AI that customers trust: an order-taking agent that runs entirely inside WhatsApp and responds fast enough to feel human. They solved the hard part—converting non-deterministic human conversation into POS-compatible order data—by choosing a tools-based architecture over MCP and aggressively preloading context. A parallelized pipeline, an immediate system prompt, and…
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Stop Obsessing Over the Roadmap: The High-Impact CPO Playbook for Ambition, AI, and Focus
Read more: Stop Obsessing Over the Roadmap: The High-Impact CPO Playbook for Ambition, AI, and FocusRoadmaps don’t win markets—ambitious teams do. In this playbook, I share how I raise the bar on outcomes vs output OKRs, align incentives to kill politics, and use a three-bucket delegation model to empower product teams without losing strategic coherence. I explain why I reserve militant thinking time, fly at a low altitude to stay…
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Make AI Search Count: Convert Every Query into Revenue with Visibility, Sentiment, and Action
Read more: Make AI Search Count: Convert Every Query into Revenue with Visibility, Sentiment, and ActionAI search can be more than a utility—it can be a revenue engine. By unifying AI visibility, sentiment analysis, revenue impact, and content recommendations, every query becomes a data-backed opportunity to drive product-led growth. I use a retrieval-first pipeline with behavioral analytics and a unified analytics platform to connect intent to outcomes. Eval-driven development and…
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Principal Product Manager Playbook: Strategy, Leadership, and Execution That Scales
Read more: Principal Product Manager Playbook: Strategy, Leadership, and Execution That ScalesThis practical playbook shows how Principal Product Managers drive outcomes at scale by uniting strategy, discovery, and disciplined execution. You’ll learn to define a North Star with driver trees, set outcomes vs output OKRs, and run continuous discovery that de-risks bets early. I share how I use Amplitude analytics, A/B testing, and MDE to make…
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