Benefits
From first repo connection to a data-backed roadmap. Real outcomes, by time horizon.
$62K
lost per senior engineer / year
5 interruptions/day × 30 min each
3 months
before a new hire ships independently
The docs are already stale
Zero
shared structural understanding
Your tools know their slice. Nobody knows the whole product.
Day One
Connect & UnderstandConnect your repo. In under 5 minutes, Glue parses every file, function, and dependency into a Product Graph — 93% file coverage on a 160K LOC codebase.
First PR in days, not weeks
'How does authentication work?' returns 7 traced files across 2 services with file:line citations.
Auto-generated feature catalog
Every feature identified, organized into modules. A product-level map, not a file list. ~$0.12 per feature.
Architecture for the whole team
PMs, designers, and new engineers see product structure without reading every file.
How does authentication work?
The Auth feature spans 7 files across 2 services. JWT tokens issued in auth-service/token.ts, validated via middleware in 3 routes.
FIG. 01 — codebase Q&A
Week One
Manage & TriagePayment webhook failing in prod
Something is broken with payments. Sentry shows 500 errors. Need someone to look into this asap.
Payment webhook failing in prod
Payments module. Error in stripe-adapter/webhooks.ts:L89 — null check missing after Stripe API change. Sentry spike at 14:32 UTC.
FIG. 02 — auto-triage
Sentry errors, Jira tickets, and Linear issues automatically enriched with affected module, file:line citations, and suggested owners.
Module-aware triage
Every ticket linked to a named feature: Auth, Checkout, Payments. No more 'unknown component'.
DORA signals from git
Deploy frequency, lead time, and contributor patterns — live from your existing workflow.
Sprint planning from data
Which features have the most open bugs? Which ones are hot? Data beats gut feel.
Month One
Grow & DecideUsage analytics, error rates, and SEO gaps converge on the same Product Graph. See which features users hit, which ones break, and which gaps competitors don't cover.
PostHog — what users actually use
Usage funnels mapped to features. See which modules drive retention, which ones users abandon.
GSC + SEO — competitive gaps
Search Console signals mapped to features. Identify content gaps your competitors don't cover.
Custom agents — running automatically
Weekly health reports, competitive sweeps, and roadmap suggestions. Set it and own the outcome.
68% of users who start checkout don't complete it. Abandonment spikes at the payment step.
→ Prioritize payment UX in next sprint
Token refresh failures +240% this week. Affects mobile SDK users on iOS 17+.
→ Assigned to @auth-team · ticket drafted
'Payment webhook setup' — 1.2K monthly impressions, position 14. Competitor at position 3.
→ Content gap flagged for growth roadmap
FIG. 03 — signal convergence
One graph. Three layers of intelligence.
Product Graph, Q&A, Auto Docs, Competitive gaps. Free forever. One project, one user.
Ticket triage, Sentry integration, Sprint planning, DORA signals, Dashboards. $49/seat/mo.
PostHog, GSC, DataForSEO, Custom agents, Data-backed roadmap. Custom pricing.
Security & Trust
Your API key, your calls
All AI via Claude Sonnet through your own Anthropic key. No intermediary providers.
Read-only access
GitHub tokens encrypted AES-256-GCM. No write permissions ever.
Feature-scoped context
LLM sees at most 50 files / 200KB per call — never your whole codebase.
Maker-checker governance
Every agent output requires approval before anything is applied.
Free forever on Starter. No credit card. Read-only GitHub access. First answers in under 5 minutes.