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Insights on AI, software testing, and building the future of QA

Illustrated Shiplight blog cover: a system of automated quality gates built into a delivery pipeline rather than one inspection station at the end.
Best PracticesEngineering

Quality Engineering: What the Discipline Becomes in 2026

Illustrated Shiplight blog cover: a standards-based browser driver connecting many language clients to many browsers, with assembly pieces alongside.
GuidesEngineering

Selenium Testing in 2026: When It Is Still the Right Answer

Illustrated Shiplight blog cover: a development timeline with the verification checkpoint moved from the far right to sit directly beside the coding step.
GuidesBest Practices

Shift Left Testing: What It Means When Agents Write the Code

Illustrated Shiplight blog cover: a small fast gate at the front of a delivery pipeline catching a broken build before the longer stages run.
GuidesBest Practices

Smoke Testing: The Check That Should Never Be Slow

Illustrated Shiplight blog cover: one main agent context delegating two isolated side contexts that return only their conclusions.
GuidesEngineering

Subagents: When Splitting the Context Actually Helps

Illustrated Shiplight blog cover: isolated data sets feeding separate test runs, with one shared pool shown causing collisions.
GuidesBest Practices

Test Data Management: The Unglamorous Reason Suites Fail

See testing that keeps up with your AI coding agents.