Notes from the team
How we build software
Practical guides to preparing, launching and maintaining software, with examples and references you can check.
Related to AI app rescueShow all
DIY Vibe Coding vs Hiring Developers: The Founder's Honest Guide
Evaluating DIY vibe coding vs hiring developers? Compare AI prototyping limits against professional engineering teams for security, database scaling, and SaaS.
Rescue an Abandoned Software Project: Audit, Fix, and Ship
Learn how to rescue an abandoned software project. Audit broken code, untangle database migrations, and refactor stalled builds into production-ready software.
Production Readiness for AI Software: From Localhost to Cloud
Achieve production readiness for AI software with DevOps hardening: multi-stage Docker builds, connection pooling, cloud secrets, and automated CI/CD pipelines.
How to Fix Vibe Coded App Bottlenecks and Scale Safely
Discover how to fix vibe coded app architecture before launch. Senior engineers resolve database bottlenecks, race conditions, and technical debt at scale.
A Production Checklist for Next.js App Router Sites
A practical launch review for an existing Next.js application: consistent rendering, access control, metadata, integrations, deployment and handover.
A Software Handoff That Clients and Agencies Can Run
Agree repository ownership, previews, acceptance checks, deployment access and support responsibilities before development ends.
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