Preparing for Retirement: Cutting Through the Noise
I've spent a career in tech, building things, solving problems, staying sharp. Now I'm watching the finish line come into view — and the amount of noise around retirement planning is extraordinary. Every financial media outlet, every forum thread, every "retirement calculator" is competing for your attention with conflicting advice.
This is my attempt to strip it down to the signal.
I'm not a financial advisor. This is me thinking out loud about the decisions in front of me. There are four problems I care about, and I'm going to write about each one in depth. This post is the intro — the lay of the land before I go deep.
Staying Relevant Without the Office
The identity problem is real and nobody talks about it enough. For most of my working life, my professional identity and my social structure were the same thing. Retirement doesn't just change your schedule — it removes the scaffolding.
The people who thrive seem to do one of two things: they bring work with them (consulting, advising, building things on their own terms) or they replace the scaffolding intentionally (communities, creative projects, physical goals). The ones who struggle are the ones who thought retirement would fill itself.
I have some thoughts on what staying relevant looks like in tech specifically — and they're not what LinkedIn would have you believe. That's a full post on its own.
Making Sure the Money Lasts
The 4% rule is the most cited — and most misunderstood — piece of retirement math. The original Trinity Study finding was that a 4% annual withdrawal rate survived 95% of 30-year historical periods. What gets dropped from that headline: it was based on a 50/50 stock/bond portfolio, it assumed you never adjusted, and 30 years may not be long enough if you retire early.
Sequence of returns risk is the one that keeps me up at night more than the average balance. A 20% market drop in year two of retirement does far more damage than the same drop in year twenty — because you're selling shares at low prices to cover living expenses, and those shares never get to recover for you. Average returns are irrelevant; order matters.
The core question I'm working through: what withdrawal rate is actually safe given my specific timeline, spending flexibility, and risk tolerance? There's more signal here than the 4% shorthand suggests. Going deep on this soon.
Getting the Allocation Right
The conventional wisdom — shift heavily to bonds as you age — is being re-examined by people who are retiring early and living long. A portfolio that's too conservative can run out of money just as reliably as one that's too aggressive, just more slowly and quietly.
The most interesting framework I've come across is the Risk Parity Golden Ratio portfolio, discussed in depth on Frank Vasquez's podcast riskparityradio.com. The core idea is risk parity — instead of balancing dollars across asset classes, you balance risk. A traditional 60/40 portfolio looks diversified but is actually 90% driven by equity volatility. The Golden Ratio portfolio spreads that risk across six uncorrelated asset classes: U.S. equities (42%), long-term treasuries (26%), gold (16%), managed futures (10%), and cash (6%) — the allocations descend by roughly the golden ratio of 1.618, which is where the name comes from. Because these assets behave differently across economic regimes — growth, inflation, deflation, stagflation — the portfolio cushions hard without relying on any single asset to carry it. The backtested safe withdrawal rate since 1970 comes in around 5%, with a maximum drawdown period of about three years. Those numbers get my attention.
The bond tent strategy is also worth understanding: you actually increase bond allocation going into retirement to buffer against sequence-of-returns risk in the early years, then slowly shift back toward equities as the vulnerability window passes. It's counterintuitive and underexplained in most retirement writing.
I'm also thinking through the bucket strategy — keeping 1–2 years of expenses in cash, 3–10 years in bonds and stable assets, and long-term growth in equities. The psychological benefit of knowing a market crash doesn't immediately threaten your grocery budget is real and probably underrated.
The allocation question isn't just about returns. It's about what lets you sleep at night and stay the course when things get ugly. More on this.
Withdrawals Without a Tax Disaster
This is where I think most people leave the most money on the table. The tax code creates real opportunities in retirement — and real traps if you don't see them coming.
A few things I'm paying close attention to:
Roth conversions in the gap years. If you retire before Social Security kicks in, you may have a window of lower taxable income. Converting traditional IRA funds to Roth during those years — paying tax now at a lower rate so future withdrawals are tax-free — can meaningfully reduce lifetime tax burden.
The RMD problem. Required Minimum Distributions start at 73 (currently). If you've been a diligent saver, your traditional IRA balance by then can force distributions that push you into a higher bracket whether you need the money or not. Proactive Roth conversion before 73 is how you deal with this — not after the problem arrives.
IRMAA. Medicare Part B premiums are income-based, and the surcharge brackets are steep. A single year of high income — a large Roth conversion, selling a property — can trigger a two-year premium increase. The two-year lookback catches a lot of people off guard.
The Social Security tax torpedo. Up to 85% of Social Security benefits can become taxable depending on your combined income. There's a specific income band where every dollar of additional income causes $1.85 of taxable income — a hidden marginal rate spike that changes how you should think about withdrawal sequencing.
The signal here: your tax situation in retirement is not static. It's a planning problem with real leverage, and most of it needs to be addressed before you need the money.
What's Coming
Each of these four areas deserves its own post. I'll go deeper on each one — not with generic advice, but with the specific decisions I'm wrestling with and what the actual numbers look like.
If you're in a similar window — close enough to smell it, far enough to still make moves that matter — I hope this is useful. The noise on retirement is overwhelming. The signal is there if you're willing to dig.
More soon.