It Works. But It’s Not Ready.
Built it with Lovable, Bolt, Cursor or an agency? We audit, harden and rebuild it for real users.
Whether it was built with generative AI, an outsourced agency, or an internal sprint team, we turn fragile, unfinished, and difficult-to-scale prototypes into bulletproof, enterprise-grade production software.
Fragile / Unhardened
Script-grade implementation with zero regression barriers and uncontained failure modes.
Diagnostic Remediation
Automated syntax decomposition, contract assertion, and architectural refactoring.
Hardened Platform
Deterministically verified, auto-scaling architecture with Production-readiness targets agreed per project.
If your prototype needs a complete ground-up re-architecture rather than stabilization, explore our MVP Development (Build Path) or discuss it on a free consultation call.
Where Products Usually Break
Modern development speed often conceals hidden structural rot. We diagnose and surgically remediate the 8 critical failure vectors that stop prototypes from surviving real-world production load.
UI/UX Problems
Inconsistent design tokens, jittery layouts on hydrate, absent empty/loading states, and non-responsive mobile breaks under varying viewports.
Broken Business Logic
Unhandled concurrent client mutations, state sync drift, edge-case race conditions, and un-isolated state machines creating phantom records.
Technical Debt
Circular dependencies, zero type guarantees with rampant 'any' assertions, outdated core runtimes, and completely undocumented tribal conventions.
Unreliable Integrations
Brittle Stripe/billing webhook handlers, unthrottled upstream API limits causing 429 cascades, and non-idempotent processing yielding double charges.
Security Gaps
Exposed LLM/database secret keys bundled in client JS, missing tenant boundary authorization, and vulnerability to injection payloads.
Performance Drag
N+1 database query traps, completely unindexed table scans, runaway serverless memory consumption, and 7MB uncompressed initial bundles.
Deployment Friction
'Works on my laptop' syndrome, manual environment provisioning, absence of staging-to-prod parity, and zero rollback instrumentation.
Poor Architecture
Monolithic tight-coupling where modifying an auth route crashes the checkout pipeline. Lack of domain events, isolation, and scalable models.
What We Fix
From low-level memory leaks to high-level cloud topologies, our principal engineers rebuild fragility into hardened, deterministically tested systems.
Architecture
Modular domain design, clean decoupled context boundaries, event-driven streaming backbones, and stateless core services.
Code Quality
Strict TypeScript configuration, exhaustive unit and integration test harnesses, strict linter gates, and automated contract verification.
UX & Interaction
Design token synchronization, sub-100ms optimistic UI states, accessible WCAG 2.1 AA compliance, and flicker-free page transitions.
Performance
Deep PostgreSQL index optimization, Redis distributed caching layers, dynamic code-splitting, and sub-100ms Edge CDN propagation.
Security
Built with SOC2-aligned controls, zero-trust RBAC permissions, client bundle secret stripping, KMS secret rotation, and input sanitization.
APIs & Integrations
Idempotent webhook ingestion, resilient exponential backoff retry queues, rate-limit throttles, and runtime Zod payload validation.
Cloud Infrastructure
Declarative Terraform/IaC pipelines, production/staging environmental parity, automated rollbacks, and multi-region Kubernetes/ECS.
Scalability
Horizontal worker auto-scaling, database connection pool tuning, read-replica queries, and asynchronous background job pipelines.
Our Rescue Process
We do not deliver superficial code reviews or hypothetical slide decks. Our engineers execute a structured six-stage intervention with definitive delivery milestones at every stage.
Assess
Deep repository ingestion, dependency graph mapping, automated static AST analysis, and security credential exposure scanning.
Diagnose
Flamegraph bottleneck profiling, unindexed query execution capture, mutation race replication, and third-party webhook failure tracing.
Prioritize
Scoring failure risks via impact vs. effort matrix. Immediate triage of critical data-loss flaws before undertaking broader structural refactors.
Re-engineer
Hands-on refactoring by principal engineers: modular separation, schema migration, strict TypeScript type enforcement, and automated tests.
Stabilize
Synthetic load stress-testing (10,000+ rps), chaos fault-injection simulations, edge network profiling, and comprehensive telemetry verification.
Deploy & Hypercare
Zero-downtime blue/green cutover, continuous APM anomaly alerting, complete architecture transfer, and team operational enablement.
Built With AI? We Bridge The Prototype Gap.
LLM-assisted coding tools like Cursor, v0, Bolt, and Claude can accelerate early idea exploration by 10x. But probabilistic models frequently hallucinate concurrency models, bypass data validation, and create architectural dead-ends. We turn generative experiments into scalable production software.
Unvalidated prompt generations
Grammar & logic integrity extraction
Domain separation & clean boundaries
Property-based boundary stress tests
Secret stripping & CVE remediation
Deterministic, resilient cloud runtime
What Raw AI Generates
Probabilistic, prototype-first output
Exposing model system instructions, secret API credentials, and internal schemas directly to the browser runtime.
Using naïve Promise.all() across database mutations with zero transaction isolation, causing silent data corruption.
Generating 3,000-line single files where UI layout, database queries, and business rules are tightly coupled.
What Peractio Engineers
Deterministic, production-ready architecture
Zero-trust cloud secrets, strict server-only execution boundaries, and encrypted parameter vaults.
Atomic database transactions, optimistic locks, and idempotent retry queues that guarantee complete data consistency.
Clean micro-modules with strict interface contracts, making new feature extension fast, reliable, and regression-proof.
Modernize Without Starting Over
You don't always need a catastrophic multi-year ground-up rewrite. We evaluate your system against our modernization matrix to determine the most cost-effective path to production stability.
When core business logic is sound, but code quality and type-safety are degraded.
We inject strict types, eliminate dead weight, wrap unhandled async routes, and introduce automated integration checks without disrupting active users.
When structural debt prevents scalability and core security invariants are breached.
Instead of an unconstrained rebuild, we extract critical schemas and business algorithms into an isolated, modern framework while preserving verified database state.
Swapping fragile proprietary subsystems with modern battle-tested SaaS infrastructure.
Replacing homemade auth, buggy payment flows, or custom email queues with enterprise services like Clerk, Stripe Billing, and Resend.
Migrating legacy monolithic patterns to modern, high-velocity cloud frameworks.
Moving from outdated Next.js Pages to App Router, Express to Fastify, or Webpack to Vite for dramatic builds and sub-second cold starts.
When existing business logic operates correctly, but enterprise volume causes downtime.
Injecting Redis caching, PgBouncer pooling, database read-replicas, and background queue workers to handle 10x-50x traffic surges effortlessly.
Signs You Need a Product Rescue
If your engineering team, product leadership, or founders are experiencing two or more of these symptoms, your software is operating on borrowed time.
Works locally, fails in production
Docker discrepancies, unmanaged environment variables, missing database connection pool limits, and edge timeouts occurring exclusively when live customers interact.
Every new feature breaks something else
Deploying a billing tweak unexpectedly crashes user profile updates. Lack of modular boundary isolation and zero regression testing harness creates fear of releases.
The codebase is unreadable
Massive 2,000-line files, ambiguous variable names, prop-drilling seven layers deep, and zero architecture documentation or schema validation rules.
Performance is getting worse
Page load speeds double with every hundred users added. Unindexed PostgreSQL queries choke database CPU, while uncollected closures trigger serverless memory leaks.
Integrations are failing silently
Customers complain they were charged but their account never upgraded. Third-party webhooks return unlogged 500 errors with zero retry attempts.
Team is afraid to deploy
Deployments require manual database patches, strict weekend quiet periods, and constant firefighting because there are zero automated CI staging rollbacks.
AI-generated prototype has hit a complexity wall
AI prompts now introduce more regression bugs than features. Context windows hallucinate contradictory database models, and the code contains seven slightly different implementations of the exact same utility function.
Frequently Asked Questions
Straightforward engineering answers about our audit timelines, rescue processes, and codebase IP ownership.
Can you rescue an AI-generated application? expand_more
Should we rebuild or refactor?
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Can you audit our codebase under NDA? expand_more
Can you modernize legacy software? expand_more
How do you assess production readiness? expand_more
Can you work alongside our existing developers? expand_more
Your Product Doesn't Need to Start Over. It Needs the Right Engineering.
Talk directly to a Peractio principal engineer today. We’ll conduct an initial architectural audit, pinpoint critical failure bottlenecks, and map your surgical path to dependable production scale.
Two Paths. One Standard of Engineering.
Whether you need to architect a production product from day one or salvage and harden a fragile prototype, we provide dedicated engineering leadership.
Build From The Start
Validate, engineer, and launch a production-ready MVP or full digital platform with scalable architecture, test coverage, and clean IP transfer.
- check_circle Concept to MVP in 4–6 weeks
- check_circle Full product launch in 45–90 days
- check_circle Principal engineers, zero throwaway code
Rescue What's Broken
Stuck with a fragile prototype from Cursor, Bolt, Lovable, or an agency? We audit, refactor, and harden it for enterprise traffic and real users.
- check_circle Rapid Code Audit in 24–48 hours
- check_circle Refactoring & rescue in 2–8 weeks
- check_circle Security, reliability & load hardening