Everything AI, in your language
Breaking AI news, reusable agent skills, and copy-paste prompts. Automatically served in English based on your region.
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- 10Skills
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Latest AI News
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Structured Output Becomes the Default Contract
Teams are moving from free-text responses to schema-constrained outputs, cutting post-processing glue code dramatically.
AI Skills & Capabilities
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Agent Skills: Reusable Capability Packages
What a 'skill' actually is: a folder with instructions, scripts, and assets that an agent loads on demand.
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Context Engineering for Long-Running Agents
Techniques that keep multi-turn agents from degrading: compaction, structured notes, and sub-agent isolation.
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Tool Calling: Making Agents Act
How agents choose and invoke external functions reliably — schema design, argument validation, and error recovery.
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Evaluating Agent Behavior
Build graders that measure agent output before you ship — rubrics, golden sets, and the code-vs-model tradeoff.
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Retrieval That Actually Helps
Why most retrieval pipelines underperform, and the fixes that matter: chunking, hybrid search, reranking, citation discipline.
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Multi-Agent Orchestration Patterns
When to split work across agents, four coordination topologies, and why most tasks should stay single-agent.
Prompt Library
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Structured Prompt Architect
Turn a vague request into a fully structured, constraint-rich prompt before sending it to any model.
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Code Review Sentinel
A review prompt that reports only real defects with file:line evidence, instead of generic praise.
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Three.js Rainy-Night Convenience Store Diorama
A prompt for generating a Japanese convenience-store diorama on a rainy night: cel-shaded toon rendering, warm/cool contrast lighting, continuous rain and eaves dripping.
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Isometric 3D Weather Cityscape (PBR Textures)
A 45° isometric miniature city that bakes live weather into the scene itself — PBR materials, soft studio lighting, delivered as a ready-to-post 1080×1080 weather card.
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Director Variation Grid: One Still, Eight Auteur Re-Shoots
Reimagine one film still through eight directors in a single 3×3 grid — with the original pinned centre-tile and a hard identity lock that stops faces from drifting.
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Whimsical 3D Brand Miniatures
Turn any brand into a two-storey chibi concept store shaped like its own product — blind-box toy aesthetic, warm interior visible through glass, soft afternoon light.