Finalize SCAI portfolio presentation - #3
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Analysis CompleteGenerated ECC bundle from 1 commits | Confidence: 50% View Pull Request #4Repository Profile
Changed Files (14)
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Analysis Depth Readiness (evidence-backed, 50%)ECC Tools uses this to decide whether recommendations should stay at commit-history/setup guidance or expand into CI, security, harness, reference-set, AI-routing, and team backlog work.
Reference Set Readiness (0/7, 0%)
Likely Future Issues (2)
Suggested Follow-up Work (2)
Copy-ready bodies ci: add failure-mode evidence for .github/workflows/tests.yml ## Summary
- Add CI failure-mode evidence for the recently changed workflow or test-runner surface.
## Why
- Backfill CI failure-mode evidence before another workflow or test-runner change lands on the touched surface.
## Touched paths
- `.github/workflows/tests.yml`
## Validation
- Add or update a CI failure fixture, captured failing log, troubleshooting note, workflow dry-run evidence, or regression test for the changed CI/test-runner behavior.
- Run the affected workflow or test-runner entrypoint locally or in CI and record pass/fail evidence.chore: refresh lockfile and validate CI after dependency updates ## Summary
- Refresh the lockfile and rerun CI after the dependency or workflow changes in this PR.
## Why
- Package or workflow changes without a lockfile refresh tend to turn into noisy follow-up fixes after merge.
## Touched paths
- `.github/workflows/tests.yml`
## Validation
- Refresh the lockfile in the same package manager used by the repo.
- Run the repo typecheck / test / CI entrypoints that depend on the updated package graph.Generated Instincts (6)
After merging, import with: Files
|
Analysis CompleteGenerated ECC bundle from 1 commits | Confidence: 50% View Pull Request #5Repository Profile
Changed Files (14)
Top hotspots
Top directories
Analysis Depth Readiness (evidence-backed, 50%)ECC Tools uses this to decide whether recommendations should stay at commit-history/setup guidance or expand into CI, security, harness, reference-set, AI-routing, and team backlog work.
Reference Set Readiness (0/7, 0%)
Likely Future Issues (2)
Suggested Follow-up Work (2)
Copy-ready bodies ci: add failure-mode evidence for .github/workflows/tests.yml ## Summary
- Add CI failure-mode evidence for the recently changed workflow or test-runner surface.
## Why
- Backfill CI failure-mode evidence before another workflow or test-runner change lands on the touched surface.
## Touched paths
- `.github/workflows/tests.yml`
## Validation
- Add or update a CI failure fixture, captured failing log, troubleshooting note, workflow dry-run evidence, or regression test for the changed CI/test-runner behavior.
- Run the affected workflow or test-runner entrypoint locally or in CI and record pass/fail evidence.chore: refresh lockfile and validate CI after dependency updates ## Summary
- Refresh the lockfile and rerun CI after the dependency or workflow changes in this PR.
## Why
- Package or workflow changes without a lockfile refresh tend to turn into noisy follow-up fixes after merge.
## Touched paths
- `.github/workflows/tests.yml`
## Validation
- Refresh the lockfile in the same package manager used by the repo.
- Run the repo typecheck / test / CI entrypoints that depend on the updated package graph.Generated Instincts (6)
After merging, import with: Files
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What changed
$3.75 per 1,000 inferencesrenders as3.75, not3.751Why
SCAI is a portfolio artifact for AI-infrastructure hiring managers and solutions architects. The repository now makes the core design decision legible in seconds: Gemini retrieves evidence and drafts language, while deterministic Python owns every number and refuses unverified pricing.
Validation
app/cost.pycoverage: 93%git diff --checkpassedEnvironment-bound checks
Docker and
gcloudare unavailable locally, so container build/run and Cloud Run deployment remain documented but were not reported as successful local checks.