Wiring tools and MCP servers into Agent Skills safely
Connect tools and MCP servers to Claude Agent Skills: auth, JSON schemas, error handling, and idempotency — and test each path with skill-creator.
8 min read
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From the blog
Latest articles
Reusable patterns for structuring Claude Agent Skills
Code-level patterns for Agent Skills: description-as-router, progressive disclosure, deterministic scripts, and gradeable instructions tested with skill-creator.
7 min read
Test and refine a Claude Agent Skill: a walkthrough
A concrete walkthrough: scaffold, build an eval set, run it with samples, read trigger vs quality scores, and refine a Claude Agent Skill with skill-creator.
7 min read
Inside skill-creator: architecture of testing Agent Skills
How skill-creator works inside: discovery, the eval harness, trigger vs execution scoring, variance analysis, and the refine loop for Claude Agent Skills.
9 min read
AI Agent Communication Protocols: A2A vs MCP and the Race to Standardize Agent Interop
Comparing Google's Agent-to-Agent (A2A) protocol with Anthropic's Model Context Protocol (MCP), explaining how each approach solves agent interoperability differently.
5 min read
The Great AI Military Debate: Should Tech Companies Set Red Lines for Pentagon?
The Anthropic-Pentagon confrontation has ignited a fundamental debate about whether AI companies should have the right to restrict how their technology is used by governments.
3 min read
Claude Overtakes ChatGPT as #1 App on Apple App Store After Pentagon Controversy
Claude surges to the top of Apple's US App Store following the Pentagon dispute, with daily signups breaking all-time records and paid subscribers doubling.
3 min read
Building Reliable AI Data Pipelines with LLM-Powered Extraction
How to build production-grade data pipelines that use LLMs to extract structured data from unstructured sources with validation, error handling, and quality monitoring.
5 min read
Turing: Top 6 AI Agent Frameworks Benchmarked Across 2000 Runs
Turing benchmarks 6 AI agent frameworks across 2000 test runs measuring latency, token efficiency, and task completion rates for production use.
11 min read
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