Over the past seven days, three conversations ended the same way: a long pause, then a quiet "so... what am I actually supposed to report?"
The first was a founder farming points across five chains. The second was a nurse on the outskirts of Johannesburg whose neighbor "helped" her set up a staking position. The third was a retired engineer who had restaked his ETH, never realizing that every deposit and withdrawal might be a taxable event.
I have been in this industry since 2017 — not from a trading desk, but from the education trenches. I ran community town halls for MakerDAO's early team, built learning programs for women in emerging markets during DeFi Summer, and counseled more than 500 distressed investors through the 2022 bear market. I have watched the tax gap grow from an inconvenience into a trap with teeth.
The automated tools promise a clean answer. The reality is messier. Automated tax engines can calculate basic buy-and-sell gains, but they are structurally blind to the architecture of modern DeFi. As regulators sharpen their reporting requirements around the world, that blindness stops being a quirk and becomes a personal liability with your name on it.
The trigger for this reflection is a steady piece from Crypto Briefing titled "Why complex crypto portfolios need professional tax preparation." It makes one core claim: automation helps, but complex blockchain activity requires professional classification and human review.
That claim is correct. The question is whether it is enough.
The regulatory tailwinds are impossible to ignore. The IRS is phasing in broker reporting rules that will sweep in digital asset transactions; HMRC is sending targeted letters to crypto holders; the EU's MiCA framework is normalizing disclosure across an entire continent. The direction is not speculative. It is a timetable.
Meanwhile, the on-chain economy has become a labyrinth that no spreadsheet can navigate. A "simple" year of DeFi participation in 2025 might look like this: you provide liquidity to a concentrated pool; the pool fee auto-compounds into your position; the protocol issues governance tokens, which you delegate; you bridge the position to another chain chasing a better yield; you claim an airdrop for testing a new aggregator; you restake your ETH and receive a liquid restaking token whose value drifts against ETH. That is six distinct potential tax events from one afternoon of activity — each classified differently in most jurisdictions, and the classifications differ from one jurisdiction to the next.
Here is what I notice in the current sideways market: prices are flat, but event counts are not. During consolidation, traders churn positions, harvest small gains, pay swap fees, and generate thousands of reportable events while their net worth stays exactly where it started. Churn without progress still leaves a paper trail. In my workshops, the people most at risk right now are not the ones with spectacular profits. They are the ones with spectacular activity.
The commercial tax tools — CoinTracker, Koinly, TokenTax and their peers — have become excellent at the basics: importing exchange records, matching deposits and withdrawals, calculating gain or loss on a sale. They parse what they can see. But they were built on an accounting model that assumes a transaction is a discrete, recognizable event with a clear counterparty and a clear price. That model was never designed for a world of composable smart contracts where tokens wrap, rebase, transform, and drift without asking permission.
The market has responded with three layers. At the base, automation: tools competing on exchange integrations and DeFi coverage. Above that, a hybrid layer: accountants and boutique crypto-specialist firms using those tools as starting points and applying professional judgment. At the top, the legacy institutions — the Big Four, their risk committees, and their conflicted relationships with the asset class — circling high-net-worth clients. Each layer is selling certainty in a system where certainty does not yet exist. The result is a lot of polished software and very little final truth.
The tools are not broken. They are faithful — to a fiction. Each of those events can be parsed by software, but the software cannot decide what the event means. And "what does this event mean" is precisely the question on which a tax liability and an audit rest. The engine can compute a number. It cannot assign the correct legal category. That is the structural gap, and the Crypto Briefing piece is right to name it.
What the piece does not tell you is how wide the gap runs, or where it came from. Let me walk through the failures I have seen personally.
Based on my audit experience — through SoulBound, the volunteer-run educational cooperative I founded in 2020 to help women in emerging markets understand undercollateralized lending mechanics, and through the bear market counseling that followed — five failure modes repeat across wallets, exchanges, and even sophisticated users.
Failure one: LP tokens are not stocks. When you deposit into a liquidity pool, you receive an LP token whose redemption value is dynamic — it expands, contracts, and rebalances with every trade. Automated tools frequently record the deposit as a trade and compute a gain on deposit. Most tax authorities, however, do not treat a contribution to a pool as a disposal when the underlying economic position has not changed. The result is a false capital gain on your own money. The tool is not malicious. It simply has no concept of intermediate, composable assets.
Failure two: compounding events that never announce themselves. Yield aggregators automatically reinvest rewards into principal. The user sees a single balance growing. The tax code sees an income event followed by a reinvestment event. If the tool reports only the balance delta, income vanishes from the return — which means the user under-reports income and misstates cost basis. This is not an edge case. A single year in an automated vault can string together hundreds of reinvestments, each invisible to a CSV export.
Failure three: airdrops arrive with a date problem. Most tools classify an airdrop as ordinary income at receipt, following IRS guidance from 2019. Two complications undermine that neat answer. First, most airdropped tokens have thin liquidity at receipt; the fair market value printed by one exchange is not the value recognized by another. Second, many recent airdrops are claimable rather than direct transfers. A claimable airdrop can be "received" in the year it is claimed, not the year it is announced. Tools that choose different dates create matching errors for the same wallet.
Failure four: the restaking drift. Liquid restaking tokens are not stable against their underlying assets. If your ETH is restaked and your LRT drifts upward in exchange rate, has the holding produced taxable income? Is the drift a return on staking, a change in price, or a constructive dividend? Regulators are split. Courts have not resolved it. The tax software will decide silently — and then you inherit the consequence.
Failure five, which nobody discusses at dinner: the bridge. Crossing from Ethereum to Arbitrum or another chain often requires a wrapped asset in between. Wrapped tokens are economically equivalent to the original but legally opaque. Is wrapping and unwrapping a disposal? Different jurisdictions answer differently — in some cases, bridging has been treated as a sale of the original asset and a purchase of the wrapped one. Two tools taking different sides of this question will produce dramatically different tax returns for identical user activity.
This is exactly the point where "professional classification" — the human layer the Crypto Briefing article argues for — enters. The professional's task is to apply legal reasoning to events the law was never designed to tax. The work is real. It is also, in the long run, impossible to scale.
When I counseled investors through the 2022 collapse, the most painful conversations were not about portfolio losses. They were about the taxable events that the losses themselves created — margin calls, liquidation cascades, panic token swaps. The tax bill arrived months later, and it arrived without sentiment. Code is law, but the panic was real. The system had created liabilities faster than anyone accounted for them.
And here is the uncomfortable truth I have reached after years in this industry: the gap is widening on purpose. Too many projects lean on the word "decentralization" to distance themselves from responsibility while their team wallets, foundations, and treasury movements remain perfectly traceable. The accounting problem is systematically pushed downward to the individual user. DAOs are presented as compliance shields; meanwhile, the actual compliance burden lands square on the human holding the wallet. The professional tax preparer is held up as the solution. But the deeper truth is that the industry exported its own design failure to its users, then billed them for the privilege of fixing it.
Here is what I tell every workshop participant now: treat every tool as a draft. Keep your own transaction record — the raw export from every exchange, every wallet, every bridge — in a format you can read in ten years. Cross-check two tax engines against each other and investigate every difference, because the difference is usually a classification judgment, not a calculation. In a sideways market, use the ranges to harvest losses deliberately; selling a position at a loss to offset gains is one of the few tax strategies that actually rewards attention. Document intent. A note that a transfer moved funds between your own wallets, or that a claim remains unclaimed, can save an entire audit.
This is where I want to be deliberately contrarian: professional tax preparation, as currently delivered, is a beautiful bandage on a broken leg.
The current boom in crypto tax advisory is a direct result of the industry's refusal to design for its own regulatory endgame. We optimized for composability and yield, then pushed the accounting problem outward to users and their accountants. That is not a partnership; it is a sophistication tax. The most complex portfolios belong to the people who understood the technology best — yield farmers, restakers, early DeFi adopters. The simple buy-and-hold crowd is the safest. Imagine a system that punishes experimentation and rewards passivity. Now look at the tax code. They match.
Worse, the outsourcing model is heading for a wall that no number of accountants can climb. In 2025, I worked alongside 15 stakeholders on a human-centric AI governance framework for the Ethereum Foundation's community grants. The subject was agent accountability. The tax implication was loud: autonomous agents are entering crypto's financial operations. When an agent executes thousands of transactions per year — swapping, farming, restaking — no human review can validate every event. The reviewer becomes the bottleneck while the machine manufactures liability faster than any firm can audit it.
So I resist the "just hire a professional" reflex. Not because the advice is wrong today, but because it treats a systemic design flaw as an individual responsibility. If human tax preparation is the answer, it is the answer in the era before AI agents. After that, we need something else: embedded, open-source, protocol-level tax event reporting — a tax receipt generated by the same contracts that create the economic event. Not post-hoc accounting. Pre-hoc data design.
The most promising work I see is not in the accounting firms but in the wallets. A handful of teams are experimenting with transaction pre-screening, flagging an event as likely taxable at the moment it occurs, before it lands in a year-end spreadsheet. If a wallet can show you the tax consequence of a transaction before you sign it, the user regains the agency the current system denies them. That is what ethics embedded in architecture looks like — not a warning after the fact, but a choice made visible at the point of action.
Solidarity over speculation: if we do not build that standard, regulators will build it for us, on forms designed for a different century. That standard will be more expensive, less fair, and far less human than one we could design ourselves.
The professional reviewer is a bridge, not a destination. As the market drifts sideways and reporting deadlines tick forward, the spreadsheets have reached their limit. The accountant's appointment book will fill up. But the real infrastructure of the next cycle is computational, cultural, and ethical all at once: a tax standard that lives inside the protocols themselves — transparent, auditable, deterministic. A ledger for the regulator and a shield for the user.
Code is law, but ethics is conscience — and tax, written well, is how a society measures both. Culture on-chain, heart on-screen. The question now is not whether crypto will be taxed. It is whether the rules of that accounting will be written by the people who built the networks, or by someone who has never touched a cold wallet.
