But it does not support the openai style of tool calling ie you need to format then parse yourself no? Any good tuto on this?
LLMS
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Best open models for agentic tool use April 2025
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In April 2025 what’s the best open model for Agentic tool use/function calling?
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o3 AI Model Demonstrates Search and Product Research Capabilities
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o3 is so close to replacing Google search. This weekend it: + confirmed a niche brand I found wasn’t dropshipped
+ found me an active promo code to use
+ researched “similar products” and nailed it Unbelievably good. -
Multi-Claude Workflow: Code Writing and Review Process
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7/ The multi-Claude workflow is powerful: one writes code, another follows up behind and reviews. You can also use git worktrees for parallel Claude sessions on different features.
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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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Explore-Plan-Code Workflow Improves Claude Output Quality
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2/ The explore-plan-code workflow is worth trying. Instead of letting Claude jump straight to coding, have it read files first, make a plan (add "think" for deeper reasoning), then implement. Quality improves dramatically with this approach.
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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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Llama4 Maverick Achieves 800 Tokens Per Second on SambaNova
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How it feels using #Llama4 Maverick on SambaNova Cloud! ⚡️
— SambaNova (@SambaNovaAI) 21 avril 2025
Kamehameha, at up to 800 t/s am I right. 👀🦾 pic.twitter.com/F5m1G0V6qnHow it feels using #Llama4 Maverick on SambaNova Cloud! Kamehameha, at up to 800 t/s am I right.
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Google AI Studio Adds App Rendering Feature
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BREAKING : Google AI Studio will get Apps rendering feature soon. Devs will be able to use Gemini to build apps that use Gemini. Bonus A full system prompt used behind Apps on AI Studio (in the post below)