yes, caching is 4x less expensive than regular inference
SOFTWARE
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AionLabs Achieves 99.99% Accuracy with SambaNova Cloud Inference
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@AionLabs turned to SambaNova Cloud for 671B-speed inference — and got 99.99% accuracy to match. No bottlenecks. Just breakthroughs. Read more in our blog
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Caching API Explores Alternative Implementation Strategies
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Our caching API is explicit caching right now, but we are looking into other ways of doing it!
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Gemini API Caching Documentation and Pricing Guide
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Read more in the Gemini API docs: https://
ai.google.dev/gemini-api/doc
s/caching
… And check out the caching prices: https://
ai.google.dev/gemini-api/doc
s/pricing
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Gemini API context caching updates support 2.5 Pro Flash
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Context caching updates in the Gemini API: – Added support for 2.0 Flash
– Added support for 2.5 Pro Preview
– Reduced min context size from 32K down to 4K Much more to come still, please send any feedback on the experience! -
Claude Automation: Headless Mode for Code Review and Linting
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6/ For automation, headless mode (claude -p) handles everything from PR labeling to subjective code review beyond what linters catch. Or try the –dangerously-skip-permissions mode. Spin up a container and let Claude loose on something like linting or boilerplate generation
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Claude Streamlines Codebase Onboarding Through Intelligent Code Analysis
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5/ We're using Claude for codebase onboarding now. Engineers ask it "why does this work this way?" and it searches git history and code for answers which has cut onboarding time significantly.
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Effective patterns for using Claude Code at Anthropic
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We wrote up what we've learned about using Claude Code internally at Anthropic. Here are the most effective patterns we've found (many apply to coding with LLMs generally):
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Copilot Vision: Microsoft’s boldest browser move with real-time AI
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Copilot Vision may be Microsoft’s boldest browser move yet. Real-time, contextual AI help without copy-pasting or over-explaining. It understands the full picture, not just your prompt. Try it out and let it see what you see.
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Free Microsoft Edge Copilot Vision: steps to use
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To try it: • Open Microsoft Edge
• Sign in to your Microsoft account
• Click the Copilot icon in the sidebar
• Tap the glasses icon to activate Vision
• Start chatting with it about what’s on your screen That’s it. No upgrade. No cost.