QA and production readiness
Testing, audits, maintenance and hardening practices for reliable production software.
10Start with the cornerstone
Latest in this collection
Delivery & QAExternal QA Benchmark: What We Find in the First 30 Days
A research-backed defect benchmark for permissions, regressions, browser/device combinations, data integrity, AI failures and production escapes, and why no honest universal bug-count median exists.
Delivery & QAWhat Software Maintenance Costs After Launch: A DACH SaaS Benchmark
Observed post-launch maintenance cost bands for DACH SaaS: year-one, year-two and year-three spend split across bug fixes, dependency upgrades, cloud, observability, security, compliance, support, product iteration and emergency work, with an interactive calculator.
Delivery & QAAgile De-engineering
How a movement built to liberate engineers came to erode engineering culture in the enterprise. Alexandre Kotcherguine and Kevin Riedl trace the commercialisation, ritual capture, metric inversion, and craft erosion behind it.
Delivery & QALovable, Bolt, and Replit App Due Diligence
Before you raise or sell on a vibe-coded app, three questions decide whether it survives diligence: is it safe, do you own it, can anyone maintain it? The security, IP, and investor checklist.
Delivery & QAThe Vibe-Code Production-Readiness Checklist
A standalone, scannable checklist to run on any AI-generated app before real users touch it. Ten checks ordered by how often they bite, sorted into blocker, high, and cleanup.
Delivery & QAWhat It Costs to Make a Vibe-Coded App Production-Ready
Effort bands by product type, where the time actually goes, and what an audit typically finds, framed as money and timelines. The hardening is the spend; the audit tells you its size first.
Complete article directory
- External QA Benchmark: What We Find in the First 30 Days
- What Software Maintenance Costs After Launch: A DACH SaaS Benchmark
- Agile De-engineering
- Lovable, Bolt, and Replit App Due Diligence
- The Vibe-Code Production-Readiness Checklist
- What It Costs to Make a Vibe-Coded App Production-Ready
- QA for AI-Generated Code
- From Lovable and Cursor Prototype to Production: The Migration Checklist
- Vibe-Coded Software Audit: What Breaks Before Launch
- Why Test-Driven-Development pays off