2h ago
pallets/flask
- functions
- 1,247
- edges
- 28,540
- indexed
- 47s
→ 3 circular imports detected in flask.cli ↔ flask.app
live demo · python 3.10+
Your codebase,as a graph.
Paste a Python repo URL. See every call edge, ask in plain English, step through execution.
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Click any node to view its file, line + caller chain.
Real ReactFlow + ELK layout · sample data · same engine as the product
- 1
scene 01
From files to graph.
Index any Python repo. ELK lays out classes, files, and functions in seconds.
- 2
scene 02
Every call edge resolved.
Apache AGE resolves every call. No vector embeddings, no hallucinations.
0edges resolved - 3
scene 03
Ask in plain English.
Type 'show error path' — flowtrace translates to Cypher and highlights the subgraph.
MATCH (n:Function)-[:CALLS]-> (e:ErrorHandler) RETURN n.name, e.name
- 4
scene 04
Step through execution.
Inspect args, return values, side effects. Watch execution unfold call-by-call.
// trace · step 4 of 9
dispatch_request(req=<Request>)
→ returns View
what FlowTrace does
A graph-native developer surface.
01 · natural language
Ask in English. Get Cypher.
Translate any question about your codebase to a Cypher query against the Apache AGE graph. No vector embeddings, no hallucinations.
MATCH (n:Function)-[:CALLS]->(e:ErrorHandler) RETURN n.name, e.name
02 · languages
0+
parsers via tree-sitter
03 · CLI
$ flowtrace index . → parsing 1,247 files → resolving 28,540 edges → writing graph... ready · http://localhost:8080
Run locally. CI-friendly. No daemon, no telemetry.
04 · indexing
~0s
for 10k-LOC Python repos
05 · apache age
Graph-native. No embeddings.
Postgres + Apache AGE. Real Cypher. Auditable. Self-hostable on your own infra.
06 · self-host
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recently analyzed
Found by FlowTrace.
Public Python repos, indexed for demonstration. Stats derived from real codebases. Real beta findings will replace these.
8 min ago
psf/requests
- functions
- 612
- edges
- 14,820
- indexed
- 22s
→ 4 dead-code chains in legacy session handling
14h ago
tiangolo/fastapi
- functions
- 2,105
- edges
- 41,330
- indexed
- 73s
→ Dependency injection depth max=12 via solve_dependencies
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last chance to paste
Stop guessing. Start seeing.
One public repo. Sixty seconds. Apache AGE-backed. No signup.
try:
No signup · Indexed in ~800ms · Apache AGE-backed