Platform
Code, tickets, errors, and analytics share one structure. Every agent query starts with context already connected.
The problem
Sentry doesn't know your features.
Jira doesn't know your code.
PostHog doesn't know your architecture.
Every question is a 40-minute scavenger hunt.
The fix
Errors map to features automatically.
Tickets link to code modules.
Adoption data connects to components.
One query. Full context. Every time.
6
tools in your stack
0
connections between them
40m
to stitch one answer
Capabilities
01
Louvain clustering maps every feature, module, and dependency. The foundation.
02
Natural language queries scoped to one feature. Structure, not guesswork.
03
Workflow docs, API refs, onboarding guides. Always current.
04
Triage with structural context. Jira, Linear, ClickUp, Sentry.
05
Error rates, coverage, dependency health — per feature, not per file.
06
PostHog adoption, GSC visibility, competitive signals — tied to code.
Engine 01 — Product Graph
Architecture Map
Checkout
Dashboard
Admin
REST API
Webhooks
Auth
Payments
Invoicing
Refunds
Onboarding
Rate Limit
Engine 02 — Codebase Q&A
terminal
glue ask>"Why did checkout errors spike?"
▸ Traced to: src/checkout/payment.ts:142
▸ Root cause: Null check removed in PR #847
▸ Impact: 3.2x error rate, 12% checkout drop
▸ Related: JIRA-2341 (open, unassigned)
Engine 04 — Ticket Intelligence
JIRA-2341
▸ Affects: checkout/payment module
▸ Severity: high (3.2x error spike)
▸ Related: PR #847, Sentry #9012
▸ Owner: payments-team
Security
Feature-scoped
LLM sees one feature per call. Never your entire codebase.
Encrypted, deletable
Source deleted on disconnect. Only the graph persists.
Read-only
GitHub tokens AES-256-GCM. No write permissions.
Maker-checker
Approve or reject every agent output before it applies.
6
Capabilities
10+
Integrations
60s
Setup
Free
Solo tier
$49
Product / seat / mo
Free on Starter. No credit card.