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GUIDED VALIDATION BRIEF

feat(fortemi): certify Fortemi Server as the first-class scale-out backend

Evidence observed in jmagly/aiwg, a Coding project.

4 comments0 positive reactions32 days openProject Radar 82
enhancementP1-highconstructionblocked
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DEMAND CONFIDENCE

REPEATED ACROSS 8 PROJECTS

Related friction appears in 8 independent repositories. This is stronger than one backlog item, but still requires direct user validation.

Project strength and demand confidence are measured separately.
SOURCE EVIDENCE

Start with what users actually said

Reporter context: Parent: #160 Depends on: #166 Related: #163, #164, #1664, #1684, #1686, #1687, #1689 Summary Make Fortemi Server the primary documented scale-out option after SQLite. This issue covers the live shared/server-backed path, not only the Fortemi Core static JSON cache. AIWG currently has three Fortemi planes that must…Excerpted from the public Issue. Read the complete thread before interpreting it.

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CODING VALIDATION LENS

Recruit: Recruit contributors who can replay the problem in a representative repository and development environment.

Guardrail: Use a fixed test case and compare completion, regressions and recovery against the unchanged baseline.

01 · Product Capability workflows

Write the problem hypothesis

For [specific user], completing [job] is difficult because [missing capability], causing [measurable consequence].

You can name one user, one situation and one measurable consequence without proposing a feature.
02 · EVIDENCE INTERVIEW

Interview five developers or engineering leads

  • When did you last need this?
  • What outcome were you trying to reach?
  • What did you use instead?
  • How often does this occur?
  • What commitment would prove it matters?
At least three people independently describe the same painful workflow with recent examples.
03 · MINIMUM TEST

Run the smallest experiment

Deliver the outcome manually or with a narrow prototype before building a reusable feature.

A user completes the real workflow and commits time, data, distribution or budget to repeat it.Use a fixed test case and compare completion, regressions and recovery against the unchanged baseline.
04 · DECISION GATE

Make a build decision

  • Build: repeated pain and active commitment
  • Narrow: pain is real but the audience or job differs
  • Stop: weak frequency or no behavioral proof
Do not let GitHub engagement replace direct validation.

Why this brief exists

Information has value only when it changes action. This page turns one public signal into a bounded validation exercise. It is a research aid, not proof of demand, investment advice or a product recommendation.