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Agents

Who owns Claude Code at your company? A platform team's guide to managing coding agents at scale

Who owns Claude Code at your company? A platform team's guide to managing coding agents at scale

The harness is converging. Context is what separates teams. A platform team's guide to owning Claude Code, Cursor, and Codex across your engineering org.

Introducing Skills Registry

Introducing Skills Registry

coding agents need context to be useful. skills registry lets teams author skills once, review and version them, and sync to claude code, cursor, and codex.

The Harness Tax: The Dead Weight Inside Your Coding Agent

The Harness Tax: The Dead Weight Inside Your Coding Agent

Claude Code used 83k tokens to write a Fibonacci script. Pi (OpenClaw) used 8k. Same task. Same output. Where did the rest of tokens go? Here's the tax no one's talking about.

MCP tool discovery for autonomous LLM agents

A concise summary of the MCP-Zero paper, explaining how active tool discovery enables scalable, autonomous LLM agents while reducing context overhead.

Why connecting OTel traces with LLM logs is critical for agent workflows

Disconnected logs create blind spots in agent workflows. See how combining OTel traces with LLM logs delivers end-to-end visibility for debugging, governance, and cost tracking.

Why forward compatibility is critical for Agentic AI companies

Learn why forward compatibility is crucial for agentic AI companies seeking enterprise adoption. Discover how Portkey's AI Gateway helps organizations safely integrate new AI capabilities, test models in real-time, and manage resources—all without disrupting existing systems or breaking budgets

Generative Agents: Interactive Simulacra of Human Behavior - Summary

The paper introduces generative agents, which are computational software that simulate believable human behavior. The agents can be used in interactive applications such as immersive environments, rehearsal spaces for interpersonal communication, and prototyping tools. The paper describes an archit