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Statsig

By Vijaye Raji

2 recommend/use · 3 sourced episodes

Every sourced reference

Short attributed excerpts only. Timestamps are approximate.

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Innovation4 steps

Cohort-and-Control Data Reading

Never trust pre/post dashboards — read behavior by cohort and judge changes by variant-vs-control so the macro can't fool you.

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Leadership4 steps

Connect-Users-to-Value Journey Staffing

Growth's job is to connect users to your product's value — so staff teams around each stage of the user journey.

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Innovation6 steps

Error Analysis: Open Coding to Axial Coding to Count

Turn messy LLM logs into a prioritized list of failures before you write a single test.

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Strategy3 steps

Eval Triage: Decide What Actually Deserves an Eval

After counting failures, route each one to a prompt fix, a code check, or an LLM judge — not all three.

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Strategy3 steps

Existing-User Retention & Resurrection Priority

As a consumer subscription matures, the biggest lever isn't new users — it's current-user retention and resurrecting the dormant.

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Strategy4 steps

Explore & Exploit at the Insight Level

Oscillate between finding the right mountain and climbing it — but do it insight by insight, not just at strategy level.

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Marketing3 steps

Full-Value Free Sampling (Reverse Free Trial)

Make your free product a live, rationed taste of everything paid can do — not a walled-off basic tier.

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Gamification's Three Pillars: Core Loop, Metagame, Profile

Durable habit-forming products stand on three legs: a tight core loop, a long-horizon metagame, and an accumulating profile.

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Strategy4 steps

Hypothesis-to-Data Over Strategy

For most PMs, strategy is overrated — your real job is to shrink the time from hypothesis to data.

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Marketing3 steps

Lean-Into-Organic-Sharing Virality

Don't manufacture virality — instrument where users already share, then make those exact moments 5-10x more delightful.

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Strategy3 steps

Naturally Hedged Product Portfolio

Build products that make money in opposite macro conditions so troughs in one are peaks in another.

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Leadership4 steps

Running Products via the Daily Meeting

Assign one owner to an urgent problem, give them unlimited resources except time, and force a daily report until it's solved.

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Mindset3 steps

Slow vs Fast Decisions

For any reversible decision there's no right or wrong — only slow and fast — so decide fast and correct fast.

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Leadership4 steps

The 1,000-Experiments 'What Would Need To Be True' Goal

Set an audacious experiment-volume goal — not to hit it, but to force the conversations that unlock a whole experimentation culture.

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Productivity4 steps

The 10x Leverage Desk

Spend your finite time only on problems with 10x positive or negative impact — and physically move yourself into the details until they're solved.

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Innovation4 steps

The Aligned Binary LLM-as-Judge

Build a one-failure, pass/fail judge and align it to a human with a confusion matrix before you trust it.

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Leadership3 steps

The Benevolent Dictator Labeling Model

Appoint one trusted domain expert to own eval judgments instead of running it by committee.

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Innovation3 steps

The Cold-Pattern Positivity Flip

Find the moments where users feel bad, and flip the product to reinforce progress instead of failure.

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Self-Mastery4 steps

The Four Filters for Career Acceleration

Growth rate, strength-fit, deferred comp, and the C-suite question — pick jobs on these, not on salary.

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Self-Mastery3 steps

The Superpower Overlap Test

Find your true strengths via a two-layer self-plus-peer assessment, then only take roles where your superpower meets the company's.

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