The cost -- before Glue
30m
per question
senior engineer time
6
tools to check
none talk to each other
3mo
to onboard
new hire ramp time
$62K
per year
lost to context-switching
Your team answers the same questions every week.
Step 01
Connect & IndexStella detects your repo language and dispatches the right parser. TypeScript and Java get full semantic extraction — type resolution, call graphs, route mapping. Python gets AST + framework-aware analysis.
~68K
symbols extracted
~92K
call relationships
Architecture Map
Checkout
Dashboard
Admin
REST API
Webhooks
Auth
Payments
Invoicing
Refunds
Onboarding
Rate Limit
FIG. 01 — live dependency graph
FIG. 02 — feature cluster map
Step 02
Product GraphLouvain community detection groups tightly-connected code into clusters. Infrastructure noise is filtered out. Each cluster gets a name from an LLM — “Checkout Flow”, “User Auth” — and is organized into modules.
93%
file coverage
99%
route coverage
Louvain
clustering
LLM
feature naming
Step 03
Ask AnythingThe Q&A agent queries the Product Graph, traces call chains, and returns answers citing specific files and line numbers — in seconds.
Debug production issues with exact file:line references
Understand unfamiliar code without reading it
Onboard new hires in days, not months
Scope tickets before estimation
→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)
FIG. 03 — live Q&A trace
Who uses it
One index. Every role gets what they need from the same Product Graph.
Engineers
“Why is this broken and who changed it?”
Trace call chains to root cause. Understand unfamiliar code without interrupting teammates.
Engineering Managers
“How complex is this ticket really?”
Scope work before sprint planning. See blast radius before approving refactors.
Product Managers
“How does the referral flow actually work?”
Ask in plain English. Get structural answers with file references — no code reading required.
New Hires
“Where do I even start?”
Full codebase context from day one. First PR without asking anyone.
Security
You bring your own Anthropic API key. Code goes from Glue to Anthropic directly — we never see your prompts.
Feature-scoped
LLM sees 50 files max per call. Never your full codebase at once.
Encrypted, deletable
Source deleted on disconnect. Only the graph persists after that.
Read-only access
GitHub tokens AES-256-GCM encrypted. Zero write permissions.
Maker-checker
Every agent output requires your approval before it applies.
What you can do
Generate docs
Workflow docs with file:line citations, always current.
Triage tickets
Maps tickets to affected files, generates specs.
Query Sentry errors
Analyze errors through Glue, linked to code.
Custom agents
25-turn Claude loops across 5 integrations.
Free on Starter. Read-only access. First answers in seconds.