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MiniMax M2.1 lands; plan for faster agentic-model iterations

article Daily Digest calendar_today 2025-12-24 Daily

MiniMax released its M2.1 model; coverage highlights accelerating release cycles and growing focus on agentic use cases. Expect changes in tool-use behavior and prompt sensitivity as models iterate faster. Validate API details (availability, rate limits, function-calling) against official docs befor...

Engineering, not models, is now the bottleneck

article Daily Digest calendar_today 2025-12-23 Daily

A recent video argues that model capability is no longer the main constraint; the gap is in how we design agentic workflows, tool use, and evaluation for real systems. Treat LLMs (e.g., Gemini Flash/Pro) as components and focus on orchestration, grounding, and observability to get reliable, low-late...