Education: Grant Compliance Review with Claude Code: Build vs Buy Decision
A production playbook for grant compliance review in education operations using Claude Code: build vs buy decision, run-scoped inputs, logs, typed results, and artifacts.
Audience: University research administration teams
The problem
University research administration teams need grant compliance review to run repeatedly against grant awards, spend reports, compliance docs, and deliverable evidence. In education operations, the pain is not one good answer; it is repeatability, auditability, exception handling, and evidence that survives handoff.
Implementation path
Compare the work required to operate grant compliance review: sandbox lifecycle, provider credentials, input injection, logs, artifact delivery, retries, and result validation.
Tradeoffs and failure modes
Building gives total control; buying the runtime compresses the path to a customer-facing workflow. For grant compliance review, the practical test is whether a second run can be debugged, retried, and consumed by a product without reading the raw agent transcript.
Decision table
Build internally if you need bespoke infrastructure primitives.
Use Argo if you need grant compliance review as a product workflow: inputs, Claude Code, logs, result JSON, and artifacts.
Use both if a specialized sandbox must sit behind a stable run contract.
Run this on Argo