The PrepReturns Journal

Notes from
the work.

Ideas about the tools we use, the returns we prepare, and what a small tax practice can build now.

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01 / From the practice

Why I'm Building Another Tax Program

The practitioner frustrations and product questions behind PrepReturns, a preparation system built inside Trio Tax.

Read the opening essay
02

Product philosophy

The Straightforward 90%

Why conventional returns deserve a deliberate product model, and why straightforward does not mean small or effortless.

8 min read
03

Evidence & workflow

Source Documents Should Be Evidence, Not Data-Entry Instructions

A better preparation workflow separates what a document says, what software reads, and what the professional establishes.

9 min read
04

Architecture

Why Tax Calculations Should Be Deterministic

AI can help build tax software. Explicit facts, rules, and reproducible calculations should produce the return.

9 min read
05

Professional review

Every Number Needs a Story

A return should explain where an amount came from, which decisions shaped it, and which preparation it belongs to.

9 min read
06

Professional tools

Let Me Test-Drive Your Tax Software

A better way to evaluate professional software: prepare, correct, inspect, and ask technical questions in a synthetic case.

9 min read
07

Professional tools

The Problem With Feature Requests

Practitioners know where the work breaks down. Better software needs a better relationship with that knowledge.

8 min read
08

Interoperability

Tax Software Needs Real APIs

Interoperability should preserve tax meaning, source history, and professional review—not simply move values between screens.

8 min read
09

Open software

Can Professional Tax Software Be Open Source?

What inspectable, modifiable tax software could change for practitioners—and the review and maintenance it would still require.

9 min read
10

Development

What Can a Small Tax Firm Build Now?

PrepReturns explores how frontier AI changes the feasibility of building professional software while leaving the hard work intact.

9 min read

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