ChatGPT, Claude, Cursor, v0, Bolt, Lovable — you got it 70% there. We pick up the rest: take your chat / mocks / prototype and ship the real version. Your repo, your stack, your cloud. Senior hands, evals, observability, the works.
API keys in the browser bundle. Auth that lets anyone in. Database queries that swallow user input raw. Stuff that ships with the demo, breaks at first contact with the internet.
Works for ten users, falls over at a hundred. No connection pool, no rate limits, no queue. Cold starts that take twelve seconds. The kind of problems that show up on launch day, not before.
Migrations that drop columns silently. No backups. No rollback path. The team can't undo a bad deploy without losing yesterday.
You don't know why prod broke. No logs, no traces, no errors tracked. Debugging is reading a screenshot a customer sent.
A $50/mo OpenAI bill that becomes $5,000/mo by month two. No cost monitoring, no model fallbacks, no token caps. Every prompt is a sweat-or-shrug moment.
Six months later, nobody understands the AI-generated code. New features take longer than rewrites. The first engineer you hire wants to throw it all away — and they're not wrong.
We keep what works. Your Figma mocks, your v0 / Bolt / Lovable prototype, your ChatGPT spec — we bring all of it forward. Properly built, not from scratch.
We audit security, scalability, data integrity, cost, and observability. Output is a written plan: what to keep, what to harden, what to throw out — with a sprint shape that gets you to production.
Senior hands in your repo. Auth, evals, rate limits, observability, migrations, the platform around the demo. PRs every week. Fixed scope, fixed timeline, hand-off or keep-running at the end.
Different shape in mind? Get in touch.
hi@ionite.co →Production agents with tools, evals, guardrails, observability. Not chat demos — agents that act on your stack and your data.
Full product surface: auth, billing, admin, payments, transactional email. Built to scale before it has to.
Retrieval over your corpus — ingestion, chunking, hybrid search, re-ranking, evals. Multilingual where it matters.
Two-sided platforms with AI matching layers. Intent extraction, semantic match, re-ranking by deal data — built on your existing warehouse.
You tell us what's in your head. We listen, then write it down.
Scope, pricing, timeline — in writing, before any code.
Senior hands. PRs in your repo, your stack, your cloud.
To staging. To prod. With evals and observability built in.
Hand-off, or we keep running it. Your call.
Pick a shape and tell us the rest. You’ll get a first read from our assistant in a moment, then a real reply from Ahmed within a day.
Whatever you already run, we ship in.
No rip-and-replace.
Rather email? hi@ionite.co → · cal.eu/ionite →