AI product rescue & hardening.

We take over vibe-coded, rushed, or unstable AI products and turn them secure, maintainable, and production-ready — fast.

Who this is for

When the AI product works, but production feels risky.

RESCUE / A

AI-built apps

Cursor, Lovable, Bolt, Replit, no-code, or vibe-coded platforms that need a senior engineering pass before real users arrive.

RESCUE / B

Security gaps

Auth, roles, exposed secrets, unsafe APIs, payment paths, database access, file uploads, and provider keys reviewed with severity ranking.

RESCUE / C

Bug clusters

The issues that keep returning: broken flows, inconsistent state, slow pages, fragile deploys, missing validation, and unclear ownership.

RESCUE / D

Production hardening

Logging, backups, environment cleanup, deploy checks, dependency hygiene, error monitoring, and a practical fix roadmap.

Deliverable

A clear path from unstable to production-ready.

You get a severity-ranked report and implementation plan: what is dangerous, what is slow, what is broken, what can wait, and what should be fixed first. If you want, Metisix can then implement the priority fixes.

Securityauth, data, secrets

Bugsroot cause first

Speedperformance wins

Opsdeploy & recovery

Process

Audit, stabilize, then improve.

Access

Read-only repo, staging, logs, provider dashboards, and a short context call.

Output: scope

Inspect

Security, auth, data, payments, performance, deployment, and recurring bugs.

Output: findings

Rank

Each issue gets severity, business impact, and fix complexity.

Output: priorities

Repair

Fixes ship in focused batches with deployment discipline and notes.

Output: safer system

Have an AI-built platform that needs a grown-up pass?

Send the repo context and the symptoms. We will map the safest next step.

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