Workli

Step-by-step guides on auditing, securing and deploying apps built with AI tools, and on hiring the developer who finishes them. Maintained by workli.tech.

🗂️ 15 articles · updated Nov 1, 2026

Just published: From Search to Shortlist: A Clearer Way to Hire on Workli

More articles

• A Pre-Launch Audit for Apps Built With Lovable or Bolt — A step-by-step technical audit to run on an AI-generated app before real users and real data arrive.
• Turning an MVP Idea Into Dated, Testable Milestones — How to break a minimum viable product into milestones that each have a deliverable, an acceptance test and a date.
• Hiring a Developer to Rescue AI-Generated Code — How to prepare, brief and select a developer when your AI-built app has stalled on the hard parts.
• Moving API Keys Out of the Browser in a Vibe-Coded App — A practical walkthrough for finding exposed secrets, rotating them and putting a server-side proxy in front of third-party APIs.
• Testing Supabase Row Level Security Before You Launch — A hands-on method for proving your database access rules work, using SQL, a second test account and raw API requests.
• From Preview Link to Production Domain for an AI-Built App — The deployment steps that preview environments hide: DNS, HTTPS, environment variables, redirects and callback URLs.
• End-to-End Testing for Payments and Webhooks — How to prove that a checkout really updates your database, including retries, duplicates and failures, before taking real money.
• Using a Small Paid Task to Evaluate a Freelance Developer — How to design, run and score a short paid trial so you hire on evidence rather than on interviews alone.
• A Handover Checklist for Code, Repositories and Accounts — What a client should receive, verify and revoke when a freelance software engagement ends.
• Scoping an n8n, Make or Zapier Automation for a Freelancer — How to describe triggers, data, edge cases and ownership so an automation expert can quote and build it accurately.
• From Prompt to Production: A Release Audit for AI-Built Apps — Before launch, verify ownership, access control, data paths, payments, observability and rollback instead of trusting a convincing demo.
• AI Agent Access: Least Privilege, Logs and a Real Stop Button — An agent that can act across tools needs narrower permissions, observable decisions and rollback plans before it runs unattended.
• Workli 100: Apply for the Class of 2026 — Workli is selecting 100 freelancers redefining independent work in the AI era, with one permanent number for every chosen member.
• Find Talent on Workli: Describe the Work in Any Language — Clients can explain what they need in their own words, inspect transparent skill matches and turn the request into a job post they control.
• From Search to Shortlist: A Clearer Way to Hire on Workli — Search by real skills, review transparent matches, and invite the right freelancers directly.

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