Test Suite Passes, Users Still Find Bugs
A team with 3,400 tests and 94% coverage still shipped 6 user-reported bugs in 30 days. None were exotic edge cases — they were missed because the suite verified developer intent, not user experience.
Blog – Page 3
Microsoft Just Built a Framework to Test AI Agents.
Microsoft's ASSERT and Agent Control Specification at Build 2026 formalize a principle DevAssure built O2 around: AI agents cannot be trusted to evaluate their own work. Here's what that means for PR testing.
Flutter Web E2E When the DOM Is Canvas
Why Selenium and Playwright fail on canvas-rendered Flutter web apps — and how the DevAssure O2 agent unlocks the Flutter DOM for automation while using visual reasoning to interact with canvas-rendered UI.
Salesforce Testing: Apex vs Selenium vs O2
We tested Dreamhouse three ways — Apex unit tests, Selenium WebDriver, and DevAssure O2. Compare what each catches, what each misses, setup cost, and maintenance on a real Salesforce LWC app.
Why We Built DevAssure O2 for PRs
Engineering velocity is limited by testing friction, not coding speed. After years of release trains blocked by flaky suites and run-everything CI, we built DevAssure O2 for impact-based autonomous QA on every PR.
Catch Vibe-Coded PR Bugs Before Merge
AI-authored PRs average 10.83 review issues vs 6.45 for human PRs (CodeRabbit). Catch vibe-coded regressions before merge with PR-level behavioural testing — not just review or static analysis.
Automatically Test Every Pull Request
Automatically test every pull request on GitHub in 2026: run E2E checks on each PR with Actions, or skip script maintenance entirely with an autonomous agent that generates tests from your diff.
Add Power to Your TestRail Test Cases with DevAssure
Connect TestRail to DevAssure to fetch cases, run them in a real browser with an AI agent, and optionally post results, log defects, and attach session videos back to TestRail runs.
Google I/O 2026: Agentic Coding and QA
Google I/O 2026 bet everything on agentic coding — Antigravity 2.0, Managed Agents, Gemini 3.5 Flash. The keynote barely addressed who validates agent output. Here's the quality framework engineering leaders need.