Zero-Instrumentation Forensics
Déjà requires no SDKs, no agents, and no code changes. We ingest telemetry via secure webhooks and correlate it with version control via read-only APIs.
Three Columns of Custody
Evidence flows from telemetry to verification to audit logging.
Sentry
Real-time error streams via webhooks.
Datadog
APM traces and log events.
GitHub
PR metadata, file diffs, commit history.
GitLab
Merge requests and CI/CD signals.
Jira
Issues, transitions, activity signals.
Linear
Cycles, scopes, workflow shifts.
Slack
Messages, threads, escalation signals.
Deterministic links across your toolchain
Déjà acts as the deterministic link between the tools that report errors and the tools where you fix them.
Repository fingerprinting
We connect to your repository to fingerprint code changes, analyze git history, and identify revert events.
How it works: We use the GitHub API to fetch Pull Request metadata, file diffs, and commit history.
The power: Enables our Path Sanitizer to map compiled stack traces back to your source files.
Permissions: Read‑only access to code and metadata. We never write to your repo.
Real‑time signals
We connect to your monitoring platform to listen for error signals and traffic anomalies.
How it works: We ingest real‑time issue streams via Webhooks.
The power: Powers our Rate Gate — compares pre‑merge vs post‑merge error rates to mathematically verify a fix.
Prerequisite: Symbolication / Source Map Uploads Enabled
Why Déjà integration is different
Unlike tools that require you to ship new code, Déjà operates via APIs and Webhooks.
Your Production Performance is Safe
Unlike observability agents that eat CPU and memory, Déjà sits entirely out-of-band. We ingest the asynchronous webhook stream. If Déjà goes down, your app doesn't blink. We are invisible to your runtime.
Dual‑lane ingestion
As soon as you connect, our patent‑pending Backfill Orchestrator begins indexing your history.
Least Privilege Access
We never request 'Write' access to your source code. Your Intellectual Property remains immutable.
"permissions": {
"contents": "read",
"metadata": "read",
"pull_requests": "read"
}Request Custom Protocol Adapter
Déjà supports custom ingestion protocols for on-premise or legacy observability stacks. Request a specification review.