A NetSuite-native integration shipped in 3 days at 51% under the planned hours. Same architect, same code review discipline — agents removed the typing, not the thinking.
Each card below is one story in the Epic. Plan vs actual hours, and which agents the architect ran on it. Story descriptions are generalized — no client identifiers, vendor names or repository details exposed.
Below is the abstract shape of the engagement. Specific business rules, schema, vendor identities and repository structure remain proprietary to the client.
Only events provably signed by the partner are accepted. Anything else is rejected at the door.
Stale or captured events are detected and refused, even if technically signed.
Network retries are detected and absorbed — no duplicate records, no double-writes.
Required fields, types and enums are checked before any business logic runs.
Rejections are alerted to the team with built-in rate limiting — visible but never noisy.
After all 5 layers pass: external context is pulled in, the right NetSuite entity is matched, and a native record is created — fully attributable.
Discovery, technical spec, architecture decisions, scope & effort approval call with the client, PR review on every story, cutover plan, security review.
Scaffolding, boilerplate, test fixtures, automated QA evidence capture, internal documentation updates, runbook drafts.
This case is one Epic of many running on the Alchemie AI platform. Same architect-led loop. Same agents in the loop. Same portal visibility — for every dollar consumed.
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