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A preregistered field experiment finds Google’s AI search reduces publisher clicks

The study moves the AI-search traffic debate beyond observational correlations: participants were randomly assigned to current Google Search, a version with AI features hidden, or AI Mode-only search during ordinary browsing. It is still a preprint and does not establish effects for every query or publisher.

GitHub Spark is shutting down August 31 — export code now and replace broken `llm()` calls

GitHub Spark stops being available to existing users on August 31, 2026. Deployed apps are meant to keep running, but owners should export code to a repository now; Spark apps using `llm()` need a separate inference provider because the underlying GitHub Models service retired July 30.

Indie BusinessActive dossier

Shopify starts moving app developers toward App Pricing

Shopify's App Pricing migration is now clearer: directly matching subscriptions can move through plan setup, while usage-based and price-mismatched subscriptions stay on the Billing API until a separate Migration API arrives.

Gemini 3.8 Flash raises agent capability at the same token price — but may use more tokens per task

Gemini 3.8 Flash keeps 3.7 Flash’s promotional per-token rate and Flash-tier latency, but early independent analysis suggests harder reasoning can increase tokens consumed per task. A separate 3.8 Flash Cyber model is available only through Google’s Fairwind defensive-security program.

Qwen3.8-27B brings stronger agentic coding into a locally deployable 27B model

Qwen3.8-27B is now available as open weights on Hugging Face and ModelScope. For builders, the important change is not another benchmark bump: a comparatively compact 27B model now combines native vision, long context, controllable reasoning and OpenAI-compatible serving paths for local or self-hosted coding and agent workloads.