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Claude Code for Product Managers: Accelerate Prototypes, Validate Faster, Ship with Confidence
Read more: Claude Code for Product Managers: Accelerate Prototypes, Validate Faster, Ship with ConfidenceClaude Code helps me turn ambiguous product ideas into testable prototypes, grounded analyses, and instrumented experiments in a fraction of the time. By pairing it with continuous discovery and eval-driven development, I move from hypothesis to evidence faster while improving signal quality. I keep governance front and center with privacy-by-design, retrieval-first context, and human-in-the-loop reviews.…
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Beyond Black‑Box Scores: Custom AI That Elevates Trust & Safety Without Burnout
Read more: Beyond Black‑Box Scores: Custom AI That Elevates Trust & Safety Without BurnoutOff-the-shelf moderation scores miss nuance and force teams into painful manual review. In this episode, I explore how Musubi blends traditional ML with LLMs, policy optimizers, and agentic workflows to deliver accurate, low-latency trust and safety at scale. We dive into eval-driven development, “LLM as judge,” and why pushing evaluation tools to customers accelerates safe…
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Unlock Product Clarity with Amplitude: Session Replay, Heatmaps, and Zoning Insights
Read more: Unlock Product Clarity with Amplitude: Session Replay, Heatmaps, and Zoning InsightsI break down how Amplitude’s “Session Replay”, “Heatmaps”, and “Zoning Insights” turn raw behavioral signals into clear, actionable product decisions. By pairing these capabilities with Amplitude analytics, I connect qualitative context to quantitative outcomes. The result is faster discovery, sharper prioritization, and stronger product-led growth. I show how to weave these tools into product trios…
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Unlock Instant Web Intelligence: Amplitude Zoning Insights Overlays Revenue & Engagement on Your Site
Read more: Unlock Instant Web Intelligence: Amplitude Zoning Insights Overlays Revenue & Engagement on Your SiteWeb intelligence is most powerful when it lives on the page you’re improving. Amplitude Zoning Insights overlays engagement and revenue context directly on your live site, turning analysis into action. This helps product, growth, and CRO teams prioritize tests, align decisions, and move faster with behavioral analytics in view. Pairing the overlay with session replay…
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Win Executive Buy-In for AI Agent System Access: Unlock Actions, Boost Resolution, Cut Costs
Read more: Win Executive Buy-In for AI Agent System Access: Unlock Actions, Boost Resolution, Cut CostsMost AI Agents can answer, but without secure system access they can’t act—and that’s where the ROI is. I share a pragmatic, phased plan to win engineering buy-in, starting with a narrowly scoped, high-volume workflow. Real-world data shows how moving from Tasks to Procedures with system access drives dramatic gains on complex flows. I outline…
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Inside Amplitude Wave: The Proactive AI Product Agent That Reveals What to Build Next
Read more: Inside Amplitude Wave: The Proactive AI Product Agent That Reveals What to Build NextGreat products don’t rely on guesses—they learn, adapt, and improve themselves. By pairing behavioral analytics with agentic AI, a proactive product agent can identify friction, recommend next-best actions, validate with A/B tests, and ship improvements behind feature flags. This closes the loop from insight to impact and keeps teams focused on outcomes, not outputs. With…
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Why Agentic, Data-Driven Product Development Excites Me—and How It Redefines Roadmaps
Read more: Why Agentic, Data-Driven Product Development Excites Me—and How It Redefines RoadmapsAgentic AI is reshaping product development by moving teams from passive reporting to proactive, measurable decision-making. I share how pairing agentic AI with disciplined behavioral analytics accelerates learning and strengthens product strategy. A unified analytics platform, eval-driven development, and a retrieval-first pipeline form the backbone of reliable AI workflows. This approach empowers teams to focus…
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Stop Package Breaches Before They Start: My Proven Playbook to Block Common Entry Points
Read more: Stop Package Breaches Before They Start: My Proven Playbook to Block Common Entry PointsPackage hacks follow a predictable pattern, which means we can block them with predictable defenses. I share the exact guardrails I use to reduce risk: waiting seven days before installing new packages, disabling auto-run scripts, validating provenance signals, blocking exotic dependencies, and enforcing the same rules for Claude. You’ll learn how to tame transitive dependencies,…
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Kickstart AI Agents with Confidence: 5 Proven Practices I Use to Ship Impact Fast
Read more: Kickstart AI Agents with Confidence: 5 Proven Practices I Use to Ship Impact FastAI agents can transform execution speed and customer experience—but only with disciplined product thinking. I start by tying each agent to a single measurable outcome, then pilot one high-signal workflow with a retrieval-first pipeline. I design prompts and tool use intentionally, often standardizing calls via Model Context Protocol (MCP), and I build in AI risk…
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Why We Made Fin the Most Open Agent: Instant HubSpot & Freshdesk Support With 76% Resolutions
Read more: Why We Made Fin the Most Open Agent: Instant HubSpot & Freshdesk Support With 76% ResolutionsFin now runs as a Service Agent on top of HubSpot and Freshworks, so you can deploy world-class automation without leaving your helpdesk. Setup takes less than an hour, with a 76% average resolution rate across voice, email, chat, social, and more. Fin resolves complex queries that require reading and writing to third-party systems and…
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Learning Together: The Small-Group Product Coaching Strategy That Accelerates Real-World Growth
Read more: Learning Together: The Small-Group Product Coaching Strategy That Accelerates Real-World GrowthIf you want real behavior change—not just a shared vocabulary—small, intentional learning groups outperform one-off training and solo courses. In this reflection, I break down three models for professional development and explain why small cohorts create peer accountability, just-in-time relevance, and better transfer to product strategy and discovery work. I share how I pilot with…
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Meet the AI Builder: The Game-Changing Role Accelerating Product Discovery to Delivery
Read more: Meet the AI Builder: The Game-Changing Role Accelerating Product Discovery to DeliveryAI Builders compress the distance from customer insight to working product by using gen AI to prototype, evaluate, and ship with rigor. In my teams, they sit inside the product trio, wire up eval-driven development, and turn discovery artifacts into measurable outcomes. This boosts velocity in CI/CD while improving decision quality in build vs buy…
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