.jpg)
How to Build QA from Scratch with 0 Budget and 5 Engineers
A Tactical Playbook for Engineering Leaders Who Need Coverage Fast Without Heavy Overhead QA starts with leadership, not headcount. Even with 0 budget, engineering leaders can embed quality in...
Featured Posts
.png)
MuukTest E-A-Ts Testing Tools for Breakfast
Introducing MuukTest's Expert Agentic Testing (E-A-T) Approach to Achieving Complete, Thoughtful Test Coverage in Months AI tools alone can’t deliver complete QA coverage. Most testing tools focus on...
October 20, 2025

What I Wish I Knew About Scaling QA at a Mid-Market Tech Company
QA debt compounds fast: Prioritize automation early and at the right layers (unit/API/critical UI). Aim for a stable suite that runs in ~30 minutes and invest in reliable test environments to avoid...
October 14, 2025

The QA Metrics That Actually Matter (and the Ones that Don’t)
Not all metrics matter: Vanity metrics, such as raw bug counts or test case totals, may look impressive, but they rarely improve quality or inform decision-making. Focus on actionable QA metrics:...
September 26, 2025

The QA Trap That Almost Every Scaling Startup Falls Into (And How to Avoid It)
The QA Trap is real: Scaling startups often sacrifice quality for speed or drown in heavy processes, leading to stalled growth and unhappy customers. Balance is everything: The right QA strategy...
September 22, 2025
.png)
Introducing the Amikoo VS Code Extension | Our QA Copilot
Introducing Amikoo + VS Code Amikoo, MuukTest's QA agent, now comes equipped with our new VS Code extension that brings our test automation AI directly into the developer workflow. This enables...
September 17, 2025

Dear Founder, What You’re Getting Wrong About Testing - From Someone Who’s Cleaned up the Mess
Speed without testing is a trap: Early-stage shortcuts may help you launch faster, but they create expensive rework, frustrated users, and reputation damage later. Common founder mistakes: Treating...
September 2, 2025

How Startups Can Build a QA Culture From Day One
QA is a culture, not just a role: In early startups, everyone shares responsibility for quality. Embedding QA from day one prevents costly bugs and builds user trust. Six practical steps build...
August 26, 2025

How to Fix Your QA Without Hiring a QA Team
QA is critical, but most startups struggle: Relying on developers for testing leads to missed bugs, lost velocity, and burnout. Poor QA costs reputation, revenue, and growth. Hiring a full QA team...
August 4, 2025

Accessibility Testing: The Ultimate Guide for QA Leaders (2025 Edition)
If you think accessibility testing is just about compliance, think again. For modern QA leaders, it’s a strategic advantage. Accessibility unlocks better user experiences, strengthens your brand, and...
July 29, 2025