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 is a private audit snapshot, not a replacement for full semantic SAST or production monitoring. It combines curated local checks and optional local engines in one report.

ObserverFull SASTCloud securityProduction monitoring
Primary jobPrivate audit snapshotDeep continuous code analysisManaged hosted analysisLive errors and telemetry
SetupOne local binaryLocal, server, or cloud setupAccount and cloud workflowApplication instrumentation
Analysis depthCurated heuristics + optional local enginesDeeper semantic analysisVaries by vendorRuntime rather than source audit
Offline useDefault; enforceableAvailable in some productsUsually cloud-dependentUsually cloud-dependent
Best fitClient audits, handovers, air-gapped workLarge continuous programsManaged security programsOperating live applications

Use Observer when privacy, fast setup, and a readable point-in-time report matter. Use deeper SAST for broad semantic analysis, centralized policy, or large-team governance. The tools can complement each other.

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
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