Turn your AI-built prototype into a production-ready product.
AI is not the bottleneck. Weak prompting, weak review loops, and casual workflows are. Verity brings expert prompting, agentic workflow design, and senior production engineering so AI-built products become secure, high-performance, scalable, fully tested, and maintainable.
Trusted by teams shipping to production
AI can build real products now.
Not just throwaway prototypes.
The gap isn't AI vs. humans.
It's expert prompting and agentic workflows vs. casual prompting.
We bring the missing layer — senior engineering judgment on top of AI speed.
Built with Cursor, Lovable, Bolt, Replit, v0, Claude Code, or ChatGPT? The next step is not less AI. It is stronger workflows, sharper review, and production-level standards.
Vibe code cleanup
Upgrade vibe-coded apps built with Cursor, Lovable, Bolt, Replit, v0, or Claude Code into secure, scalable, tested, maintainable products with expert AI-native workflows.
AI code audit
Security and production-readiness audits for AI-generated applications, plus guidance on the prompting, review, and agent workflows needed to keep quality high.
Prototype to production
Move an AI-built prototype from happy-path demo to enterprise-grade product quickly with expert prompting, agentic workflows, security audits, test coverage, scalability, performance, and production discipline.
Production readiness audit
A one-week production readiness audit for AI-built apps, covering security, scalability, performance, reliability, test coverage, deployment, and maintainability.
App hardening
Harden a working MVP or AI-built product for security, scale, performance, reliability, testing, observability, and maintainable growth.
A full technical bench, not a single specialism.
Security & reliability
Threat modeling, secrets hygiene, SLOs, and incident playbooks.
Performance & scalability
Latency budgets, capacity planning, and load that holds.
Testing & maintainability
Coverage, review standards, and codebases teams can keep changing.
Infrastructure & hosting
Provisioning, deployment, and runtime you don't have to babysit.
Backend & API integrations
Contracts, retries, idempotency, and the unsexy parts that decide if it works.
Data pipelines & indexers
Ingestion, transformation, and query layers that stay consistent under load.
Production architecture
System foundations that survive real users, real load, and real change.
Web3 & onchain integrations
Smart contract integrations, wallets, and indexers — built with production discipline.
Three phases, no surprises.
Audit
We run specialized prompt audits across the codebase, deploys, dashboards, and incident history. You get a written assessment built around known AI-generated failure patterns, prioritized risks, and a scoped plan — usually within a week.
Harden
We fix what matters first: the breaking points between you and a real user base. Security, performance, scalability, tests, reliability, maintainability, infra, data, and then architecture where it earns its place — whatever the audit surfaced, in the order that reduces risk fastest.
Operate
We stay on as the engineering backbone your team grows into: standards, on-call, code review, hiring pipeline, and ongoing delivery — until you don't need us anymore.
Work we've shipped.
Onchain perp DEX (confidential)
Built the live trading frontend for a Solana perpetuals DEX — one shared WebSocket per session, one React render per animation frame, and a UI that stays consistent through bursts, reorgs, and reconnects.
Read case studyStabilizer Protocol
Designed and shipped a new indexer and data plane that absorbs 10× on-chain volume, holds correctness through reorgs, and serves product reads at sub-300ms p95.
Read case studyWe bring enterprise-grade engineering quality to fast-moving products: security, performance, scalability, full test coverage, maintainability, and the architecture to keep it all coherent.