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Practical AI workflows, prompting guides, and research for real work.
No jargon, no hype. A plain-English breakdown of what 'agentic AI' actually means, what it can do for you today, and where the hype ends.
A field guide to structuring goal-oriented prompts that unlock DeepSeek-V4's planning and tool-use behavior instead of chatty responses.
Context length is marketed as a raw number. The useful question is: which workflows collapse from multi-step to single-step at 256K?
There's a difference between refusing illegal content and refusing productivity. Most consumer models can't tell them apart. Here's what we do differently.
Both flagships ship on the Power tier. This is a straight comparison of when each one wins — no marketing, just observed behavior.
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