Learn Retirement Planning
From "what is a 401(k)?" to advanced Roth conversion optimisation. All articles cite primary sources (IRS.gov, SSA.gov, peer-reviewed research). Not financial advice.
Stage 3 8 min read
The Two-Tool Stack for Retirement Planning: Why You Need Free + Paid
Every retirement planning listicle reviews tools in isolation. The truth: most serious DIY plans need two tools — a free Monte Carlo engine for probability-of-success modelling and a paid tax optimiser for Roth conversion and drawdown sequencing. Here's the stack, by user segment.
Stage 2 7 min read
Monte Carlo Simulation in Retirement Planning: What It Is and Why It Matters
Monte Carlo simulation runs thousands of randomised market scenarios to estimate the probability your retirement plan survives. This is fundamentally different from linear calculators that assume a fixed 7% return. Understanding the distinction determines whether your plan is a guess or a stress test.