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Read insightful stories, practical guides, and expert perspectives on artificial intelligence, emerging technologies, and the ideas shaping tomorrow.
Browser-Use, Stagehand, and the lab assistants have quietly become genuinely useful for repetitive web tasks. Here is what they can really do in September 2026, where they break, and the approval-gate pattern that makes them production-safe.
Three ways AI generates API tests now: from your OpenAPI spec (Schemathesis), from recorded traffic (Keploy), or via workspace agents (Postman Agent Mode, Kiro). A worked endpoint with three planted bugs shows what each approach catches and what each one structurally misses, plus how to layer all three in CI.
AI summaries of lectures are accurate and misleading at the same time: they keep the numbers and quietly drop the caveats. Here is the transcript-first workflow, Gemini Notebook (formerly NotebookLM), one re-tested summarizer, and a two-minute check that catches what compression deletes.
Learn to run AI locally on your own PC or Mac. Compare LM Studio, Ollama, and llama.cpp, master GGUF quantization, and match local AI models to your RAM and VRAM for private, offline AI in about ten minutes.
