FaultPilot

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The reliability layer for WordPress

FaultPilot is a WordPress reliability, diagnostics and recovery engine — a single system that observes, explains, prevents and recovers. Built for people who treat WordPress like production infrastructure.

Positioning

Not a logger. Not a scanner. An engine.

Most WordPress tools do one thing: dump errors, run a scan, or ping a URL. FaultPilot is designed as a complete reliability loop — the same discipline site reliability engineers apply to infrastructure, applied to WordPress.

It lives inside your site, observes real request traffic, normalizes what it sees into fingerprinted signals, groups those signals into incidents, correlates them with the changes that caused them, and — when things go seriously wrong — gives you recovery mechanisms that work even when wp-admin does not.

what FaultPilot is — in one exchange
// a typical WordPress monitor
500 Internal Server Error — check your logs

// FaultPilot
INC-1042 critical · FP-82A19C · 37 occurrences
component: woocommerce-emailer 3.4.1 (by file path)
change: update 3.4.0 → 3.4.1 @ 14:02 · failure @ 14:32
confidence: Strong correlation
recovery point: available (14:01:47, pre-update)
action: quarantine plugin / rollback — your call

Architecture

Three tiers, one contract

FaultPilot is modular and container-wired: every capability is a lazily-factored service, adding near-zero cost to requests that are not its own.

Observe — collectors
Errorfatals · warnings · deprecations
Databasequery failures
RESTroute failures
HTTPoutbound API calls
Cronschedules · AS backlog
JavaScriptadmin console errors
▼
Understand — engines
Event pipelinenormalize · fingerprint · buffer · batch
Incident managergrouping · severity · lifecycle
Root cause analyzerweighted evidence · confidence
Risk engine6 explainable components
Prevention enginehourly trend sweeps
▼
Act — surfaces
Command centerdashboard · trends · attention queue
Alertsdashboard · branded HTML email
Diagnostics16 real checks · reports
Recoverysafe mode · tokens · points
Diagnostic contextstructured, AI-ready endpoint

Design principles

The rules the engine is built on

Honesty over spectacle

Checks return “skip” with a reason when data is not observable. The analyzer returns confidence tiers, never certainty. Sections without data say “not observable”. A reliability tool that lies to you is worse than no tool.

One storage contract

All persistence goes through a single store interface. Runtime uses portable SQL; the architecture leaves room for future remote storage without touching the engines that produce the signals.

Near-zero overhead

Zero front-end overhead; admin assets load only on FaultPilot screens; events are buffered per request and batch-written; deprecations are sampled; heavy work runs in wp-cron.

Prepare for AI, require nothing

A stable, structured diagnostic-context payload exists for a future AI layer — but no diagnostic depends on an external service. Everything works offline, locally, privately.

Scope — stated plainly

What it is, and what it is not

FaultPilot is
FaultPilot is not
A reliability engine that observes, diagnoses, prevents and recovers — with evidence for every claim
An antivirus or malware scanner — use a dedicated security scanner for that
A monitoring layer with zero front-end overhead
A caching plugin or a CDN
A recovery system for plugin/theme failures, including ones that break wp-admin
A backup plugin — FaultPilot stores recovery points, not full site backups; keep real backups
A WooCommerce diagnostics layer that monitors checkout and background jobs
A tool that modifies orders, customers or financial data — it never touches them
Able to reduce the likelihood of recurring incidents
Able to guarantee that nothing will ever fail — nothing can
Requires

WordPress 6.0+

Works on single site and multisite, with or without WooCommerce.

Requires

PHP 7.4+

Degrades loudly on older versions — never fatally.

Overhead

Zero front-end

Collectors ride existing hooks; nothing extra renders on public pages.

License

GPL-2.0-or-later

Free Edition available today. Commercial editions in preparation.

See the engine work

The demo walks through a realistic incident with the actual information model.