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GitHub's star-history API: aggregate only what the chart needs
A new endpoint shows how narrower data access and better query order can improve both privacy and performance.
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Ideas for people building what is next
Practical AI workflows, automation systems, and digital products, plus lessons from the work behind them.
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ReviewBench: choose an AI code reviewer by signal, not comment count
GitHub's new benchmark makes review quality easier to inspect. A practical pilot should measure missed defects, false alarms, and the human time behind both.
Article
Frontline's KL Software deal: AI needs a workflow, not just a model
A legal-technology acquisition highlights a practical product question: how does AI fit the permissions, documents, and tools people already use?
Article
Introducing dots (2026-10-02)
Dots move AI from one-off conversations toward ongoing responsibilities. The useful question is where that persistence creates measurable value without weakening control.
Article
Introducing GPT-6 Sol and Luna (2026-09-25)
A worked API-cost comparison and a practical evaluation plan for deciding where Sol or Luna fits a software product.