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#claude

4 posts tagged claude.

News & Updates

MCP servers: giving AI models actual superpowers

The Model Context Protocol lets you plug tools into Claude like USB devices. Tested a few.

mcp claude tool-use protocol

DeepSeek R1 vs Claude 3.5: a head-to-head on real tasks

Ran both models through the same set of coding and reasoning tasks. Results were closer than expected.

deepseek claude benchmarks comparison

Building an agent loop with Claude and tool use

Wired up Claude with tool calling to build a basic autonomous agent. Simpler than expected.

claude agents tool-use anthropic-api

Tools & Experiments

FAPO

Cisco's open-source prompt optimiser that attributes failures at the step level across multi-stage LLM pipelines and fixes them automatically.

experimental
prompt-optimisation llm-pipelines agents open-source claude