Requirement enrichment
Brief → ticket with acceptance criteria
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Proof of Concept · 1 repo · 1 real process
ELVO · Engineering Workbench

AUTH-412
Retry token refresh without duplicate requests
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AI Work
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I will change 3 files. No production access.
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ELVO · Product Engineering Board
Website Platform · Sprint 24
Backlog
2Export audit log
PlatformBulk team invites
GrowthReady
2Dashboard empty state
UIBuild a usage pricing page
Calculator, plans and responsive FAQ
AI Work
1Generate API docs
DocsReview
1Invoice PDF preview
BillingAI activity
Jira · Figma01 · Ready
Design and acceptance criteria are attached to the task.
WEB-284
Build a usage pricing page
1/6 · Ready
Repository-aware AI review
AI understands the architecture, components and rules of the project.
ELVO · Code Review Agent
Draft PR #842
agent/web-284-usage-pricing → main
changed files
UsageCalculator.tsx
+96 −4Repository-aware review
1/5Draft PR #842
1/5 · Draft PR
AI review before merge
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ELVO · PR Review
Draft PR #842
agent/web-284-usage-pricing → main
Linked ticket
WEB-284 · Build a usage pricing page
Monthly usage
Estimated price
€NaN / month
UsageCalculator.tsx
− const total = usage * rate;
+ const safeUsage = Math.max(0, usage ?? 0);
+ const total = safeUsage * rate;
AI reviewer
1/5Draft PR #842
WEB-284 · Build a usage pricing page
1/5 · Draft PR
CI Failure Triage
The agent isolates relevant evidence, classifies the failure and proposes a fix in a branch.
ELVO · CI Triage
Run #1844 · checkout-api
failedDiagnosis
92% confidenceType
Product bug
Likely line
client.ts:84
Responsible diff
+ retryRequest()
Blast radius
Cancelled requests
Proposed fix
Propagates AbortSignal into the retry and adds a regression test.
1 file · +11 −2 · no CI changes
1/5 · Failure
Ephemeral agent infrastructure
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ELVO · Sandbox Provisioning
Tool request
sandbox.create() {
image: "elvo-dev:latest"
cpu: "4 vCPU"
memory: "8 GB"
ttl: "30 min"
}
Provisioning log
→ sandbox.create · Daytona
✓ container dx-7f42 isolated
→ git clone github.com/elvo-bg/app.git
✓ checkout agent/web-284-usage-pricing
→ dotnet restore · uv sync · pnpm install
✓ .NET 9 · Python 3.13 · Node 22 ready
→ agent.open src/pricing/UsageCalculator.tsx
● AI editing in /workspace/elvo
Isolated workspace
CPU
4 vCPU
RAM
2.1 / 8 GB
Disk
3.8 / 20 GB
Repository
github.com/elvo-bg/app.git
↳ agent/web-284-usage-pricing
Runtime ready
Isolation
The environment is deleted automatically when the task ends
1/6 · LLM request
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ELVO · Product Source Bot
Sourcebot index
synced12 repos · main · synced 2 min ago
Ask as
AI searches
Ask Sourcebot
main · 12 reposQuestion from Support
Can customers change their plan themselves?
How the answer was found
ChangePlanDialog.tsx · L42
Action is visible to Owner and Admin
subscription/route.ts · L81
Changes the plan through the billing API
change-plan.spec.ts · L12
Covers upgrades and downgrades
Short answer
Yes. An Owner or Admin can change it under Billing → Plan. Upgrades are immediate; downgrades take effect after the current period.
ChangePlanDialog.tsx · L42
Action is visible to Owner and Admin
subscription/route.ts · L81
Changes the plan through the billing API
change-plan.spec.ts · L12
Covers upgrades and downgrades
Verifiable sources · 3/3
Ask a follow-up
1/5 · Question
Engineering Knowledge
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ELVO · Engineering Knowledge
Ask your systems
Context trace
Question
How do I add a new payment provider?
Grounded answer
Implement the PaymentProvider interface, register the adapter and add an idempotency test. The production secret is created outside the application.
Exact sources
1/4 · Question
Security remediation
SAST, dependencies, secrets and IaC enter one controlled flow.
ELVO · Security Desk
dependency alert
HIGH · reachable in checkout-api · fix available
Remediation PR #824
Updates the parser, pins the transitive version and adds a malformed-payload test.
Who controls the action
1/5 · Alert
Incident Response
AI connects alert, deploy, logs and runbook. The Incident Commander decides.
ELVO · Incident Command

Started
14:22
Service
checkout-api
Deploy
#1844 · 14:17
14:17
v4.18.2 deployed
14:22
Error rate crossed 5%
14:23
DB pool saturation correlated
14:24
Similar incident INC-104 found
Likely cause
86% confidenceDB connection exhaustion after deploy #1844
Suggested first actions
Production action request
Roll back checkout-api v4.18.2 → v4.18.1
4 dashboards · deploy #1844 · rollback plan verified
1/5 · Alert
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FAQ
No. We build the orchestration, context, permissions, evaluation and approval layer around the tools you already use.
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