Coding agents made "ship it and fix it fast" look rational. That bet only holds when bugs announce themselves and damage is reversible. Testing isn't dying. The slot between done and shipped is.
Trigger DevAssure O2 jobs and single tests from Slack with /devassure or /da. Results post back as a score card — no dashboard required.
Drive six real storefront flows through Playwright MCP, measure what they cost in tokens, and convert one into a Playwright spec that runs without an agent.
A step-by-step guide to running Playwright on GitHub Actions at scale - sharding, self-hosted runners, scheduled regressions - and an honest accounting of what the grid costs in dollars, engineer-hours, and flakiness.
O2 Cloud Agent runs your plain-English tests in real browsers on infrastructure we operate — no grid, no runners, no local setup. $25 per agent per month, unlimited executions.
Code generation got faster. Testing has to keep pace — or become the bottleneck. Here is why AI belongs in testing, how web/mobile/agent evaluation differ, and what techniques actually work for non-deterministic systems.
Coding agents do not know their code works — they infer it from signals. Here is how verification sits in the agentic loop, a taxonomy of those signals, how Claude Code, Devin, and Copilot differ, and why green checks can still be gamed.
A practical guide to test automation — unit, integration, and E2E layers, where traditional suites go wrong, how AI-driven tools change the tradeoffs, and a sequence for getting started without overbuilding.
A smoke test is a fast, shallow check that a new build is usable. Here's how it differs from sanity and regression testing, what belongs in a good suite, and how to automate it with DevAssure.