AIToday
AI Coding AssistantsZenn AI/MLPublished: Nov 6, 2026, 19:01 JST

ALPACA-template maps Waterfall QG1〜QG6 onto Agile checks

Send on LINE
ALPACA-template maps Waterfall QG1〜QG6 onto Agile checks

3 Key Points

  1. What happened

    In a Zenn write-up, the author explains that the ALPACA-template maps Waterfall's QG1–QG6 quality gates onto Agile equivalents — an inception gate, PBI-level DoR/DoD, a release-candidate gate and an operational readiness review — so both process models share the same requirements and traceability IDs.

  2. Why it matters

    Sharing requirement IDs and traceability means AI assistants do not have to interpret a different rule set per process model, which the author says makes it easier to trace finished work back to its requirement.

Not sure about something? Ask the AI

Questions and answers are published on this page.

Summaries like this, every morning.

Context & Analysis

The write-up follows an earlier installment that covered AI Session Plan, Session Handoff and Integration Report as a way to keep AI conversation history from becoming the source of truth for work. This time the unit of discussion moves up a level, to the development process itself. The author's stated reason for unifying the two models is that "what must be verifiable" and "when and how much to build" are separate questions.

The template keeps common deliverables such as BRQ, FRQ and NRQ, and manages ID links from requirements through design and test under one convention. In Waterfall, QG1 through QG6 sit at each phase milestone; for example, QG1 checks success criteria for business requirements, inputs and outputs for functional requirements, objective verification conditions for non-functional requirements, and consistency of system boundaries and requirements. The author stresses that a document simply existing does not count as complete.

For Agile, applying the six gates as-is would mean passing phase gates six times per Sprint. The template instead reads them as an inception gate, PBI-level DoR/DoD, a release-candidate quality gate and an operational readiness review, and it treats PBI-level Done as distinct from the whole system being releasable. The author also notes a downside: updating version control, traceability, evidence and change records every Sprint raises the management burden even for minor improvements.

FAQ
Does ALPACA-template require every project to produce every document?
No. If a document is judged not applicable, the reason and approval are recorded in the PJC's deliverable applicability matrix.
Why keep BRQ/FRQ separate from the Backlog?
PBIs are split and reprioritized often, so keeping business requirements in the Backlog alone makes reordering work easy to confuse with changing what a requirement means. The template treats BRQ/FRQ as the source of truth and links PBIs to them by REQ-ID.
Does the CLI choose the process model automatically?
No. Humans judge business goals and constraints; the CLI does not decide business priorities or which process to use.
Send on LINE

AI news that matters for your work, delivered every morning.

Pick your industry and the AI tools you use, and get news related to your work every day.

Free · 30 seconds with Google · unsubscribe anytimeWhat is AIToday? →

Ask AI

Ask AI anything about this article. The AI reads this article, earlier AIToday articles, and Wikipedia, and cites its sources. Q&As are published on this page for other readers too.

Questions and answers are published on this page.

Related Articles

Next articleNasdaq 100 sheds record $2.3 trillion as chip rout deepens