Free, real, runnable. No charge, no account, no key. A deterministic engine resolves the most common deploy failures instantly, locally, for $0. Only the genuinely novel ones escalate to your own AI, so every local fix is an LLM bill you never paid.
One flow. The deterministic engine handles the failures everyone hits, instantly, locally, for nothing. Your own AI is held in reserve for the genuinely novel, and only with a key you set.
Drop a build log, stack trace, or kubectl logs output into the box, the CLI, or the API.
180 curated recipes match deterministically in milliseconds: diagnosis, exact commands, and a runnable fix.sh. Costs $0.
Only when the catalog can't help, ask one provider (cheapest-first), or all of them in parallel for a cross-checked answer. Your key, your bill.
Tools that "let AI debug your deploy" burn tokens re-deriving the same hundred answers on every run. Deploy Doctor answers the common cases locally, instantly, for $0, and escalates only the rest. Faster and cheaper, and the engine itself costs you nothing. The savings counter above is real, tallying the debug calls you avoided this session.
AWS · K8s · Docker · Java · PHP · Python · Redis · DB · HTTP · TLS · auth. Real detection, real commands.
kubectl logs pod | deploy-doctor diagnose. Pipe-friendly, scriptable, CI-ready.
/api/deploy-doctor/diagnose. Drop it into your own dashboards and bots.
One click to a safe script (placeholders commented out). Stop copy-pasting from forums.
Claude · OpenAI · Grok · DeepSeek · Groq. Bring your own key, route-to-save or full panel, via the ClaudeJr router.
Every fix shows the tokens & dollars it saved. The value is on screen, not implied.
The engine, CLI, API, fix.sh downloads, and docs are 100% free: no charge, no account, no key. Nothing here is paywalled.
The members forum and any in-app XP / "TC" are engagement points with no cash value: not cryptocurrency and not the on-chain TRIPPY token. The community isn't live yet; supporters get in first when it opens.
fix.sh scripts comment out any placeholder so nothing destructive runs unattended, so always review before executing.