Reduce LLM Cost for Catalog: Compare Small Models to Summarize, Classify, and Extract JSON
Short answer: the best way to reduce LLM cost for a product catalog is to measure cost per accepted record, then route each job by difficulty. Count…
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Running many agents on 2.16: the output-economy suite, safer summaries, and a lifecycle you can hold still
The 2.16 line is the first one where the interesting question stopped being "can it run four agents" and became "can I run forty and still read the…
Microsoft Told Engineers to Ease Off Claude Code
The memo that should change how you think about AI coding agents Last week reporters surfaced an internal story from Microsoft: engineering manageme…
Enterprise AI just shifted: Claude +128%, OpenAI -8%. What it means if you're building.
SaaStr published Q2 enterprise AI usage numbers this week. The shape: Claude: +128% Gemini: +48% OpenAI: -8% Grok: rounding error That is the cleane…