Blog

Blog

What we're learning about autonomous QA — including where it breaks.

A cartoon sloth in a Testifly t-shirt sits in an office chair and gestures toward floating blue panels with green check marks and one orange warning flag
The Testifly sloth mascot writing on a clipboard, surrounded by eight checked-off cards for pre-deploy checks, including verifying the build hash, confirming signups write to the database, testing the payment flow, verifying form submissions save, diffing production environment variables, verifying webhooks, testing on mobile Safari, and checking search results

8 things to check before every deploy when you have no QA process

Eight checks a team with no QA process tends to skip before a deploy, from signups that never write to the database to webhooks that fail without an error, and what to do about each one.

Split illustration contrasting a stressed CTO manually fixing errors at 2am with the Testifly sloth mascot giving a thumbs up as signup and checkout flows pass automatically

Why a QA hire was never actually on the table at three people

Why a QA hire was never actually a decision to make at three people — and what replaces it when there's no one to check the app before a customer does.

The Strategic Imperative of E2E Testing in the Era of Agentic Software Engineering cover image

The Strategic Imperative of E2E Testing in the Era of Agentic Software Engineering

Why AI-native E2E testing is the critical control layer when autonomous coding agents create self-verifying AI Test Theater that lets regressions reach production undetected.

Test orchestration and automation workflows across QA systems

Stop Treating Test Execution as a Side Quest

A QA engineer POV on why API-driven orchestration and runner-based execution are essential for stable, scalable automation.

QA engineer evaluating AI-generated scripts versus autonomous QA

Your AI Copilot Is Not a QA Strategy

A POV for QA engineers on why script-first, AI-generated tests break at scale and how autonomous QA reduces long-term risk.

AI agent E2E testing comparison overview

Still Thinking of Letting your AI Agent Write your E2E Tests? Think Again.

Why autonomous QA platforms like Testifly outperform AI-generated E2E scripts in coverage, execution, and long-term maintenance.