AI Production Debugging Assistant

Find what's wrong in production — in one command.

Point Observer at a codebase and get one production-health report: static analysis, dependency CVEs, runtime errors, logs, and AI explanations. No server, no account, no instrumentation. One binary, fully offline.

Run it: observer analyze ./my-project --out report.html
booking-system
Production Health Report · scanned 52 files in 1.4s
71C
Security
95A
Code Health
Critical 1High 3Medium 6

One report, five signals

Other tools each cover one slice. Observer correlates code, runtime, and logs — then explains them.

Technology detection

Language, framework, database and infrastructure — identified with evidence.

Static analysis

Secrets, SQL injection, XSS, SSRF, path traversal, dangerous config — severity + fix.

Runtime errors

A drop-in agent captures live exceptions and groups repeated failures.

Log analysis

Mines existing logs for frequency, repeated failures, and likely causes.

AI explanations

Root cause, impact, exploitability, and a fix — grounded in the findings.

Why Observer

Zero setup, offline

One ~13 MB binary. No server, no agent to deploy, no account. Runs in air-gapped environments where SaaS tools can't.

Audit-ready

Security & Code-Health scores, CWE / OWASP tags, and a PCI-DSS / ISO 27001 mapping — plus SARIF, JSON, CSV and PDF export.

Fits your pipeline

A quality gate, baseline ("new issues only"), and a GitHub Action put findings in the Security tab and on pull requests.

How Observer compares

Observer isn't trying to replace SonarQube or Sentry — it's a different shape of tool: a zero-setup, offline snapshot that unifies every signal into one report.

ObserverSonarQube / SemgrepSnykSentry
SetupOne binary, offline, no accountServer/CI or cloud accountCloud accountInstrument app + account
CoversCode + deps + runtime + logs, in one reportCodeDependencies + codeRuntime errors
Static-analysis depthCore rules + optional SemgrepDeeper (many languages)Good
Air-gapped / no signup
PricingFree + one-time ProSubscriptionPer-developer subscriptionUsage + per-contributor
Best forAudits, handovers, SMB, offlineContinuous team qualityDependency-heavy teamsLive production monitoring

Use Observer when you need a one-shot audit, a legacy/client handover, an air-gapped scan, or a unified health snapshot without a server or per-seat pricing. Reach for the others when you need deep continuous static analysis at scale or always-on production monitoring — many teams run both.

Pricing

Open-core: the full CLI and the local dashboard are free forever. Pro add-ons are a one-time purchase — buy only what you need.

Community

Individuals, OSS, evaluation
Free MIT, open source
  • CLI scan + HTML report
  • All built-in rules + CVE scan
  • Local dashboard, history & trends
  • Runtime & log analysis · BYO AI key
Download

Cloud / Team

Teams & organizations
Subscription future
  • Everything in Pro
  • Hosted, multi-user
  • Team, roles & audit log
  • Hosted AI included
Coming soon