The Knee in the Curve
Why systems don't fail linearly. The mathematics of Queueing Theory and the 80% utilization trap.
Thoughts on building, engineering, and the mathematics of startups. No hype. Just signal.
Why systems don't fail linearly. The mathematics of Queueing Theory and the 80% utilization trap.
Understanding pre-money vs post-money option pools, and how investors quietly dilute you before the round even starts.
Why the 50/50 split is a mathematical error, and how to use game theory to prevent dead equity.
Why high earners often fail as founders, and how to rigorously calculate your opportunity cost.
Why charging $100 only puts $68 in your pocket, and the hidden taxes of the internet economy.
Why most founders miscalculate their runway by ignoring the 'hidden' burn rate.
Why 'cheap' models like GPT-4o-mini can still bankrupt you if you ignore context window inflation.
LTV/CAC is easily manipulated. Here is how to actually measure if your engine is working.
Why K > 1 is the holy grail, and why Cycle Time matters more than the invite rate.
Complete guide to startup equity for employees. Understand stock options, RSUs, vesting, taxes, and how to evaluate equity in job offers.
Free cap table template and step-by-step guide. Learn how to create, manage, and model your startup's equity structure without expensive software.
Learn exactly how to calculate startup equity value, ownership percentage, and potential returns. Step-by-step guide with real examples and free calculator.
Free LTV:CAC calculator and complete guide. Learn the formulas, benchmarks, and strategies to optimize your customer lifetime value to acquisition cost ratio.
Compare SAFEs and convertible notes for early-stage fundraising. Learn the key differences, pros and cons, and which instrument is right for your startup.
Free runway calculator and complete guide. Learn how to calculate burn rate, forecast your zero cash date, and make strategic decisions to extend runway.
Should you take higher salary or more equity? Use our framework and calculator to evaluate startup compensation packages and make the right decision.
Learn how to calculate, monitor, and optimize your startup's burn rate. Includes gross vs net burn rate, industry benchmarks, and survival strategies.
Understanding the option pool shuffle - the hidden dilution mechanism VCs use during funding rounds. Learn how to negotiate and protect your ownership.
How to present financials in your pitch deck. What metrics VCs want to see, how to format them, and common mistakes to avoid.
Complete checklist to evaluate if your startup is ready for Series A funding. Metrics, team, product, and market requirements explained.
Data-driven guide to founder salaries by stage, location, and funding status. Learn when to raise your salary and how to have the conversation with investors.
Complete checklist for raising a seed round. Materials, metrics, legal prep, and timeline for founders preparing their first institutional raise.
Compare bootstrapping and venture capital funding. Learn the pros, cons, and economics of each path to decide what's right for your startup.
Understand ARR and MRR, how to calculate them correctly, common mistakes to avoid, and why investors obsess over these SaaS metrics.
Current SaaS benchmarks for growth, retention, efficiency, and unit economics. Compare your metrics to industry standards by company stage.
Step-by-step guide to building a startup financial model. Learn what to include, common mistakes to avoid, and how to present to investors.
Learn how cap tables work, who owns what in your startup, how dilution happens, and common cap table mistakes that cost founders millions.
Complete guide to raising pre-seed funding. Learn how much to raise, where to find investors, what they look for, and how to close your first check.
Comprehensive breakdown of startup costs by stage and type. From incorporation to Series A, know what to budget for your startup journey.
Master churn rate calculations, understand the difference between revenue and customer churn, and learn proven strategies to reduce churn in your SaaS.
Step-by-step guide to calculating startup valuation at every stage. From pre-revenue methods to revenue multiples, learn what your company is worth.
How startups are valued at each stage, from pre-seed to Series C. Learn about revenue multiples, comparable analysis, and valuation negotiation tactics.
A realistic timeline for raising venture capital. Learn when to start, how long it takes, and what to expect at each stage of the fundraising process.
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