PRDs Are Becoming Artifacts of the Past

2026-01-126 min read
product-managementai-developmentagiledocumentation

Forty-seven pages. Three months of stakeholder reviews. One product requirements document.

By the time it shipped, the model it described was two generations behind.

The document that ages out

You've seen this loop. A PM spends weeks gathering requirements, aligning stakeholders, formatting sections. The PRD becomes a ceremony: cover page, executive summary, user stories, acceptance criteria, and fourteen appendices.

Then Claude 4 ships. Or the API you were planning around deprecates. Or your team discovers a workflow that makes half the document irrelevant.

The PRD that was perfect in January is not perfect in February.

This is what Paige Bailey observed at Google: teams are abandoning the rigorous PRD process not because they've gotten sloppy, but because the velocity of change has outpaced the document's shelf life.

"Now things are moving so fast that even if you had a PRD that was perfect as of January, it would not be perfect as of February."

Paige Bailey,

The shift: prototypes as specification

The replacement is not "no documentation." The replacement is documentation that emerges from working software.

Instead of writing a spec and then building, teams build something small and iterate against real feedback. The prototype becomes the specification. The commit history becomes the decision log. The PR comments become the rationale.

"For software, it's much more effective to get something out and keep iterating on it really really quickly."

Paige Bailey,

This works because AI tooling has compressed the cost of producing working code. When you can generate a functional prototype in an afternoon, the economics of "plan first, build second" flip. The sunk cost of writing a detailed PRD becomes harder to justify when you could have shipped the first version instead.

The tradeoff is real

Abandoning upfront planning does not mean abandoning coordination. Teams still need to align on scope, surface constraints, and communicate with stakeholders.

The difference is when that alignment happens. Waterfall-style PRDs front-load alignment before any code exists. Prototype-first workflows back-load alignment: you ship something, learn what breaks, and document the decisions retrospectively.

This approach has failure modes:

Scope creep without anchors. If there's no initial constraint document, the prototype can drift in directions that no stakeholder wanted.

Lost rationale. If you don't capture why decisions were made, you lose institutional memory. This matters when teammates leave or when you need to revisit a choice six months later.

Stakeholder whiplash. Executives who expect a polished plan before greenlighting work may not trust a "we'll figure it out as we build" pitch.

The mitigation is lightweight decision records: ADRs, RFC-style docs, or even structured commit messages that capture the why, not just the what. The goal is not zero documentation. The goal is documentation that emerges from shipped work rather than preceding it.

How Roo Code captures the why automatically

When you build with Roo Code, you get decision documentation as a side effect of the workflow. Every task generates a log of what was tried, what failed, and what worked. The diff history shows the evolution. PR comments capture the reasoning. The prototype becomes the specification, and the trail becomes the decision record.

This addresses the "lost rationale" failure mode without requiring a separate documentation step. The institutional memory accumulates automatically because Roo Code closes the loop: it proposes changes, runs tests, observes results, and iterates-and all of that is logged.

PRD-first vs. prototype-first workflows

PRD-First (Waterfall)Prototype-First (Iterate)
Time to first feedbackWeeks (after spec review)Hours (working prototype)
Spec accuracyStale by implementation timeAccurate-it's the code
Decision rationaleIn the document (if maintained)In task logs, PRs, and comments
Stakeholder alignmentBefore code existsAround working software
AdaptabilityChange requires spec revisionChange is the workflow

Why this matters for your team

For a Series A - C team with five engineers, a three-week PRD cycle is a significant tax. That's three weeks where no code ships while stakeholders negotiate requirements that will change anyway.

If your team is shipping daily, the prototype-first model lets you compress the feedback loop. Instead of aligning on a document and then discovering problems in production, you discover problems in the prototype and align on fixes that already work.

The compounding effect: teams that treat prototypes as the specification ship more iterations per quarter. Teams that cling to waterfall-style documentation lose velocity to teams that iterate against real user feedback.

"I also feel like we don't have nearly as rigorous of a process around PRDs. Like PRDs kind of feel like an artifact of the past."

Paige Bailey,

The decision

The question is not "should we have documentation?" The question is "when does documentation happen?"

If your PRDs take longer to write than your prototypes take to ship, the economics have flipped. Start with a working prototype. Capture decisions as you make them. Align stakeholders around something they can touch, not something they have to imagine.

The artifact that matters is the diff, not the document.

Frequently asked questions

Not necessarily-but the question is when. If your PRDs take longer to write than your prototypes take to ship, the economics have flipped. Instead of a detailed spec that ages out, consider a lightweight brief that states the problem and constraints, then iterate on a working prototype. Document decisions as you make them, not before.
The answer is documentation that emerges from work, not precedes it. Task logs, PR comments, ADRs, and commit messages all capture the "why" if you're intentional about it. Tools like Roo Code generate this trail automatically-every task logs what was tried, what failed, and what worked. The prototype becomes the specification; the trail becomes the decision record.
Align stakeholders around something they can touch, not something they have to imagine. A working prototype-even a rough one-is more persuasive than a 47-page document. The conversation shifts from "let me describe what we'll build" to "let me show you what we built and what we learned."
Lightweight constraints still matter. A one-page brief stating the problem, success criteria, and hard boundaries can anchor scope without a multi-week PRD process. The difference is that you iterate against real feedback instead of predicted requirements. If the prototype drifts, you course-correct faster because you have working software to evaluate.
Roo Code closes the loop between idea and working prototype. You describe what you want; Roo Code proposes changes, runs tests, observes results, and iterates. The task log captures decisions automatically. The result is a working prototype with a built-in decision trail-no separate documentation step required.

Stop being the human glue between PRs

Cloud Agents review code, catch issues, and suggest fixes before you open the diff. You review the results, not the process.