Product Management
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Inside Banani: How a Canvas-First AI Designer Elevates UX and Accelerates Product Teams
Banani’s canvas-first AI designer reframes how teams access high-quality UX by generating design—not just code. I break down how the team handles parallel edits, per-screen context…
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5 powerful ways I use Pendo MCP to bring product analytics into ChatGPT, Claude, and Cursor
Pendo MCP brings product analytics directly into Claude, ChatGPT, and Cursor, so insights follow me wherever I work. I can triage anomalies, prep discovery with behavioral…
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Unlock Confident Decisions with Bayesian Statistics: Smarter A/B Tests from Small Samples
When experiments stall due to low traffic, I turn to Bayesian statistics to convert sparse data into decision-ready insights. Instead of opaque p-values, I communicate intuitive…
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Product Management Isn’t Dead: Why ‘Product Builders’ Will Win in the AI Era—and How to Upskill Now
“Is product management dead?” Not even close. The role is evolving as AI raises the baseline, compresses cycle time, and nudges the classic product trio toward…
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Product Experimentation for AI Systems: A Practical Playbook
A practical playbook for testing prompts, retrieval, and policy changes with decision-ready metrics, safe rollouts, and reliable instrumentation.
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From Engineer to CEO: Hard-Won Lessons on GTM, Cloud-First Bets, and Must-Do Focus
Becoming a CEO from an engineering or product track requires an almost entirely new skillset—and a new operating system. In this reflection, I break down the…
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Inside My Product Marketing Playbook: Amplitude Analytics Tactics That Drive PLG Wins
This collection distills my most practical product marketing lessons into actionable steps you can apply right away. I show how to use Amplitude Analytics and behavioral…
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How to Ship Responsible AI Products in Regulated Healthcare
A practical delivery model that turns healthcare AI data boundaries, evaluation, staged rollout, and production monitoring into release decisions.
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Stop Flying Blind with AI Agents: Put Users at the Center with Pendo Agent Analytics
AI agents often launch fast but learn slowly because teams track deployments instead of outcomes. Enterprises are spending 93% of their AI budget building agents and…
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Meet Amplitude’s Always‑On AI Analysts: Instant Answers Without Dashboards or Reports
Manual dashboards, ad hoc reports, and replay review have long slowed decision-making for product, growth, and data teams. Always-on analysis changes that dynamic by turning questions…
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How to Build a Continuous Improvement Loop for AI Support
A practical operating model for measuring AI support outcomes, learning from failures, testing fixes, and shipping improvements without regressions.
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Agentic AI for Clinical Trial Operations: A Practical Playbook
A practical framework for choosing, designing, validating, and governing clinical trial agents while keeping accountability and audit evidence intact.
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A Product Leadership System for Faster, Clearer Execution
A practical operating system for clearer ownership, smaller batches, faster decisions, stronger quality, and outcome-focused product teams.
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Outcomes vs Outputs: How I Stopped the Feature Factory and Drove Real Product Impact
Most teams say they value outcomes over outputs, yet daily habits still reward shipping. In this article, I share clear definitions, hard-won examples, and diagnostic tests…
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Staying Sane as a Product Leader: Practical Strategies I’m Using from Teresa Torres & Petra Wille
Feeling overwhelmed is rational in a world of infinite inputs and finite attention. I’m applying small, values-driven actions—guided by “Something is better than nothing”—to stay grounded…
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Agentic Architecture Demystified: How Modern AI Systems Plan, Learn, and Execute at Scale
Modern AI isn’t just a model; it’s an agentic system that plans, retrieves, acts, and evaluates in a tight loop. In this piece, I break down…
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Inside Zipline’s Wild Pivot: My Take on Hiring Heat-Seekers and Scaling to 5,000 Hospitals
Zipline’s arc—from near-dead robotics to drone blood delivery in Rwanda—offers a standout playbook for product leaders. I break down why hiring “heat-seeking missiles for pain” beats…
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AI-Native Product Development with Amplitude: A Practical Loop
Build an AI-native product loop that turns Amplitude behavior data into focused hypotheses, safer experiments, and evidence-backed roadmap decisions.
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Amplitude Mobile Engagement: A Practical Activation Playbook
A practical system for using Amplitude guides, surveys, behavioral analytics, and controlled experiments to improve mobile activation and retention.
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How Customer Success Builds a Repeatable NRR Expansion Engine
A practical operating model for turning onboarding, adoption, risk signals, and product usage into durable retention and well-timed expansion.
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Browse topics
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