Agrade Prestasi · Cyberjaya, Malaysia
AI can write your app in a weekend. Getting it live, stable, and in front of paying users is the part no tool does for you. That's what I do: rescues for broken AI-built apps, and the playbook for shipping and selling what you build.
Your app broke after deploy, or before launch. Fixed-price audits and repair sprints, findings in writing within 48 hours.
Explore RescueThe workflow behind everything here: Claude Code, Codex, Supabase, Vercel, and the discipline that makes AI-built software shippable. Curriculum in progress — join the waitlist.
Explore LearnAgentic workflows, custom MCP servers, RAG systems, and AI adoption for companies. MDEC-recognised, based in Cyberjaya.
Explore EnterpriseHere's the fair comparison, including where I lose.
| Agrade | Marketplace freelancer | DIY with ChatGPT or Cursor | |
|---|---|---|---|
| Knows how AI-generated code fails | I ship with Claude Code and Codex daily and have debugged my own. | Usually a traditional dev who rewrites from scratch and bills for it. | The same model that wrote the bug is now asked to find it. |
| Pricing | Fixed price, scoped before you pay. | Hourly, or 'fixed' until scope creep. | Free, plus your weekends. |
| Turnaround | Written findings in 48 hours. | Days to find, vet, and brief someone. | Instant, but unbounded. |
| What you get back | Ranked report plus PRs you can read and merge. | A code dump, often restructured beyond recognition. | A chat log. |
| Product judgement | I've built and killed my own products. I'll tell you when a fix isn't worth it. | Builds what you ask for. | Agrees with whatever you ask. |
| Ownership and handover | Your repo, your Git history. I work in branches. | Varies. Ask before paying. | Fully yours. |
| After delivery | 14-day follow-up on everything I touched. | Order closed. New ticket, new quote. | You're on your own — sometimes that's fine. |
| Best when | It's broken, it matters, and it needs to ship this month. | Cheap volume work with crystal-clear specs. | You're learning, or the stakes are low. |
If DIY is the right answer for you, the Insights page is how I'd do it. It's free.
June 2026 · 9 min read · Vibe Coding
A practical AI coding workflow for building MVPs with Codex, hardening them with Claude Code, storing data in Supabase, and shipping on Vercel.
Read articleJune 2026 · 12 min read · Vibe Coding
A practical guide to choosing between Claude Code and Codex for prototyping, debugging, refactoring, PR review, and production AI coding work.
Read articleJune 2026 · 8 min read · Vibe Coding
A practical guide to using AGENTS.md and CLAUDE.md so Codex and Claude Code follow your stack, rules, review process, and project standards.
Read articleA free Ship Check gets you five ranked findings in writing within 48 hours. No call, no deck, no obligation.
Reply within 24h · Cyberjaya