DeepTracer
Agents forget each other. Claude’s session does not see Codex. Cursor does not see last week’s Claude run. DeepTracer keeps those logs on this computer, compresses tool calls into meaning, and is the store you query next.
It is not a JSON paste box. You register desktop agents. A local Next.js server reads session files here:
Register agents → archive sessions → meaning graph → recall → receipt DAG
A hosted Vercel/Netlify site cannot open ~/.claude, ~/.codex, or ~/.cursor. That is the product, not a limitation to work around.
flowchart TB
O[Orchestrator]
O --> R[Research]
O --> B[Browser]
R --> S[Vendor A pricing]
B --> T[Pricing table]
Nodes are what a step obtained — a source, a file, a page — not Search ×4. The graph is the compressed memory. Open a node when you need the original.
Who it reads
| Agent | Desktop app | Logs |
|---|
| Claude | Claude | ~/.claude/projects, ~/.claude/transcripts |
| GPT | ChatGPT / Codex | ~/.codex/sessions |
| Cursor | Cursor | ~/.cursor/projects/*/agent-transcripts |
Only installed desktop apps are listed. Credentials, auth files, and SQLite chat DBs are ignored.
Quick start
git clone https://github.com/acradin/trainthon.git
cd trainthon/deeptracer
npm install
npm run dev
Open http://localhost:3000. Register the agents on this machine. Runs appear without uploading JSON.
Optional deeptracer/.env.local (do not commit):
OPENAI_API_KEY=
OPENAI_MODEL=gpt-5.6-luna
Review intent and meaning-graph compression use OpenAI when a key is present. Without it, traces still scan and open. Default storage is ~/.deeptracer.
Screens
| Path | Role |
|---|
/ | Product landing (Recall-first). Registered visits go to /recall |
/onboard | Register desktop agents |
/recall | Ask what this machine already found |
/dashboard | Runs, grouped by project |
/trace/[id] | Meaning graph (receipt), Inspector, Timeline |
/agents | Status + Scan now |
/analyze | Example traces and intent review |
/import, /setup | Manual JSON / OTLP fallbacks |
Privacy
- Logs stay on the machine running
npm run dev.
- The scanner reads session transcripts only.
- Nothing is uploaded unless you add your own OpenAI/Supabase keys.
Docs
App code lives in deeptracer/.
Trainthon
Built for Cursor Korea × Yonsei University Startup Support Group Trainthon.
