About
I work with senior product and technology leaders who are responsible for decisions that…
Articles by Sam
Activity
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You can hollow out your own business by cutting costs and slash staff… right up until the moment it collapses. If you own a forest, you can…
You can hollow out your own business by cutting costs and slash staff… right up until the moment it collapses. If you own a forest, you can…
Liked by Sam McAfee
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Well, yes, the rumours are true, it's my half-century birthday, and I'm now officially old 👴🏻 I won't bore you with a "50 lessons I've learned…
Well, yes, the rumours are true, it's my half-century birthday, and I'm now officially old 👴🏻 I won't bore you with a "50 lessons I've learned…
Liked by Sam McAfee
Experience
Education
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University of Massachusetts Amherst
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Activities and Societies: President, Radical Student Union (96 - 97) Collumnist, Mass. Daily Collegian (96 - 97) Zoo Disc, Ultimate Team (93 - 94)
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Volunteer Experience
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Advisor
Start.coop
- Present 7 years 4 months
Economic Empowerment
Start.coop provides strategic tools, knowledge and investment that empowers entrepreneurs in building transformative, scaleable, cooperatively owned businesses. We measure our work through both our economic impact and our societal impact.
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Mentor
SVI Academy
Helping to introduce startups worldwide to Silicon Valley, specifically teaching how to get to product market fit with regard to accessing US markets.
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Mentor
Singularity University
- Present 8 years 11 months
I am advising companies in SU's GSP Climate Iniative.
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Featured Speaker
Product School
- Present 10 years
Featured as speaker four times in 2016 for Product School's PM speaker series. "How to Get to Product Market Fit Quickly", an exploration of balancing Lean Startup and Agile techniques.
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Track Chair - Lean Startup
LeanKanban North America Conference
- Present 12 years
Publications
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Soon, The Only Tech Jobs Will Be Design Or Data
GE Reports
See publicationThe robots are coming for web programming. And coding schools will soon be obsolete. Even an engineer admits: with increasing automation, technology will soon replace the majority of tech jobs themselves.
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Startup Patterns
Self-published
See publicationStartup Patterns is for startup founders who want to increase their chances of building a successful startup. At both a high-level and in detail, it lays out the patterns that great startup teams use to create amazing products. Loaded with practical examples and easy to follow steps, Startup Patterns will help you navigate the treacherous waters of the tech startup world and dramatically improve your chances of success.
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The Only Proven Method To Identify Your Riskiest Assumption
Neo Blog
See publicationStartups live and die on the validity of their assumptions. As a startup founder, you make assumptions about your customer, your product, and your market. Being wrong in any one of these areas can take you out of the game.
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Innovation In Philanthropy Is Not A Hackathon
Medium
See publicationA critical look at the role of large institutional philanthropy in encouraging or impeding innovation in giving for social change.
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Quantify Startup Risks with Monte Carlo Simulation
Neo Blog
See publicationWhile common for measuring risk in large, complicated financial endeavors, Monte Carlo simulation can be leveraged as an effective tool for capturing, measuring, and evaluating startup risks too.
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Cycle Time: Velocity for Lean Teams
Neo Blog
With cycle time, you can very easily extrapolate the delivery of any item in the backlog using Little's Law without needing to revert to a crude conversion of story points into time. While velocity is based entirely on developer intuition of story complexity, cycle time relies on exact historical data on the delivery times of all previous work items to give you a very solid estimate of throughput. Instead of personalized estimates in story points, calibrated with planning poker, and then…
With cycle time, you can very easily extrapolate the delivery of any item in the backlog using Little's Law without needing to revert to a crude conversion of story points into time. While velocity is based entirely on developer intuition of story complexity, cycle time relies on exact historical data on the delivery times of all previous work items to give you a very solid estimate of throughput. Instead of personalized estimates in story points, calibrated with planning poker, and then converted to calendar time, we simply measure the cycle time of all completed work and compare it to the pile of work remaining.
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Lean Management for Entrepreneurs
Luxr Blog
Lean management ideas are often overlooked as part of the Lean Startup process, where it’s easy to get caught up in the Build, Measure, Learn cycle and everything else gets lost. There are some very real benefits to understanding the fundamentals of lean management practices.
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Kanban: The Fast Road To Lean Practice
Luxr Blog
See publicationYou’ve probably heard of Kanban at least once or twice. Despite what you may have heard, Kanban is not a project management tool, or a to-do list, or an agile method, or a management style. It’s more than the Kanban Board that someone may have shown you once. Kanban is a continuous improvement system.
A what? Right. Exactly. Read on... -
Two Tools to Manage Nonprofit Risky Business
LeanImpact.org
One of the most important aspects of Lean Startup is that risk management strategies are baked into your philosophy and practices. Business is risky and starting a business from scratch all the more so. The tactics that enable founders to control risks, to test assumptions, to subdivide large thorny problems into smaller more manageable ones are probably the most critical factors in the recent successes of startups using the Lean Startup methodology.
Nonprofit program design and…One of the most important aspects of Lean Startup is that risk management strategies are baked into your philosophy and practices. Business is risky and starting a business from scratch all the more so. The tactics that enable founders to control risks, to test assumptions, to subdivide large thorny problems into smaller more manageable ones are probably the most critical factors in the recent successes of startups using the Lean Startup methodology.
Nonprofit program design and development is risky too, for the organization, clients or constituents, and funders, and for at least some of the same reasons that product development is risky for startups. This post describes two tools being used in the Lean Startup movement that give startups an edge in managing their risk, tools that nonprofits could apply as well. -
Lean Startup for Engineers (panel)
Lean Startup Conference
See publicationPanel discussion with Evan Henshaw-Plath and Melissa Sedano.
Courses
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Advanced Object Oriented Programming
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Artificial Intelligence
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Distributed Computing
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Programming Language Design
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Programming Languages
652
Projects
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12 Week MVP
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See projectA coaching program designed for nontechnical startup founders. Combining strategic business model validation with tactical hands-on technical assistance and coaching, the 12-Week MVP program gets entrepreneurs from initial concept to revenue-generating MVP in 12 weeks or less.
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Hey network people, I need your help. We just pushed a major upgrade to a core experience in Humanize and I need you to test it. Who is game to do a…
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🚀 We’re thrilled to welcome distributed systems veteran: Randy Shoup at Craft Conference 2026! With 30+ years at Google, eBay, and Stitch Fix…
🚀 We’re thrilled to welcome distributed systems veteran: Randy Shoup at Craft Conference 2026! With 30+ years at Google, eBay, and Stitch Fix…
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A documentation lead at a mid-size SaaS company told her team they were falling behind. Product specs were out of date within days of shipping. The…
A documentation lead at a mid-size SaaS company told her team they were falling behind. Product specs were out of date within days of shipping. The…
Posted by Sam McAfee
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