AI feature development from backlog to pull request

The ticket that sat in the backlog for weeks, as one tested PR

Small features never win the sprint. Describe the goal and approve the spec, and a ready-made AI team builds and tests it in an isolated sandbox in your existing codebase. Your team reviews the pull request and merges it.

YOU HAND OVERPAY-412 · invoice PDF export
goal → pull requestSpec…
PAY-412 waited 41 days for a sprint
1Spec2Build3Test4PRYOU APPROVE SPECYOU REVIEW + MERGEPAY-412
✓Spec · 6 acceptance criteria✓14 files changed in a sandbox✓52 tests passing✓PR #1482 ready for your review
YOU GETPR #1482 · ready to mergeTests, review findings, and task cost attached
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47,000+Syncfusion customers
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Monday, 9:10

A feature spec for your lead’s approval

“Let customers download any past invoice as a PDF.”

That is all the product owner wrote. The planner read the billing code and came back with acceptance criteria, edge cases, and the files it would touch. The tech lead approved it before the stand-up ended. This is the first of three checkpoints: spec, pull request review, and merge.

SPEC · PAY-412WAITING FOR YOUR OK
GOALCustomers download any past invoice as a PDF from the Invoices screen.
ACCEPTANCEPDF totals match the invoice screen to the cent.
Reuses InvoiceTotals.cs, so the math can’t drift
ACCEPTANCEInvoices with 500+ lines paginate cleanly.
Largest invoice in your data: 1,214 lines
ACCESSCustomers see only their own invoices.
Existing policy CustomerOwnsInvoice applies
OUT OF SCOPEBulk export. Emailing PDFs.
TOUCHESbilling/InvoiceService.cs · web/invoices/List.tsx
Two files, one new endpoint
Monday, 9:40 to Tuesday, 15:30

See what each specialist agent contributes

No prompts, no stitching agents together. Each layer of the change has an owner, and each owner hands back something you can check.

5Pull request · Your teamPR #1482 · reviewed and merged by you
4Security · Security0 findings · secrets scan clean
3Tests · Developer42 passed · invoice-pdf.spec.ts
2API · DeveloperGET /invoices/:id/pdf
1Screen · DesignerPDF button on each invoice row
FIG. 1 · PAY-412, EXPLODED VIEW
Illustrative example, not a quoteFEATURE RECEIPTTue 16:40 · PR #1482 · ready to mergeGoalPAY-412Agents5Modelsyour allowlistElapsed1 d 7 hAI usage at cost$0.24Sandbox time$0.04Platform fee 10%$0.03Your checkpointsspec + PR reviewTOTAL$0.31AI and sandbox usage at provider cost + 10% platform fee
Tuesday, 16:40

Itemized feature costs on the pull request

Finance asks what each feature cost. The pull request shows it: AI usage, sandbox time, and the 10% platform fee, item by item.

Example workflow, not a measured benchmark
By hand: queue plus build41 days
With BoldCreate1 day 7 h
Where you stay in charge

Keep approval and release decisions with your team

BEFORE THE RUNBudget per goalSet a ceiling. Agents pause and ask when they reach it, never after.
CHECKPOINT 1Approve the specAgents start only after your lead signs the acceptance criteria.
CHECKPOINT 2Review the pull requestTest results, review findings, and task cost, plus screenshots and a preview for UI changes. Approve or send back.
CHECKPOINT 3Your team mergesNothing reaches your main branch until your team merges it. Your own CI/CD and release process take it from there.
The same day, twice

How Priya hands approved backlog work to agents

Illustrative example, not a customer result.

Here is what the work looks like today, and what changes when an AI team takes the busywork off the plate.

Without BoldCreateWith BoldCreate
09:00
Roadmap review. Seven items, capacity for three.Four slip again
Same review. Four items handed to agents with a budget each.Specs drafted
11:30
A customer asks for CSV export. It has waited 41 days.Churn risk flagged
CSV export spec reviewed and approved.Build started
14:00
Two engineers pulled into an escalation.Sprint goal missed
Engineers stay on the escalation. Agents keep building.No context switch
17:30
Backlog grows by nine tickets.+9 tickets
Work continues after the team logs off. Each pull request arrives with test results and review findings.Ready for review
Roadmap items moving that would have slipped again

Frequently asked questions

How does BoldCreate take a backlog item to a tested pull request?
Describe the outcome you need. The Planner writes the spec, agents build and test it in an isolated sandbox, and you get a pull request with the evidence attached. Your team reviews it and merges it.
Where do I approve the work?
At three checkpoints. Agents start only after your lead approves the spec, your team reviews the pull request and its evidence, and nothing reaches your main branch until your team merges it.
What do I get back with each pull request?
The approved spec, the code with its test results, review and security findings, and the cost of the task. UI changes also include screenshots and a live preview.
How do I control what a feature costs?
Set a budget per goal before the run. Agents pause and ask when they reach it, and each pull request shows what the task cost.

Choose one backlog item for a tested pull request

Connect a repository, set a team budget, and pick the item that never makes the sprint. Then review the pull request.

$199 a month for 20 seats · AI and sandboxes at provider cost + 10% platform fee