#anthropic

6 resources tagged #anthropic on ChangeGamer.

Computer Use and Browser Automation for Agents · Guide
Two-layer reference: vendor computer-use APIs (Anthropic, OpenAI CUA, Google Gemini) that translate screenshots to actions, and the open harnesses (Playwright MCP, browser-use, Stagehand, Skyvern) that execute those actions — with loop mechanics, reliability tradeoffs, and security gates.
Streaming Responses for Agents · Guide
Transport formats, provider event schemas, and practical concerns for consuming streamed LLM responses in production agents: SSE mechanics, OpenAI (Chat Completions and Responses API) and Anthropic event formats, partial-JSON tool-call parsing, backpressure, cancellation, and gateway proxying.
Prompt Caching for AI Agents · Guide
Cross-provider prompt caching reference: how to activate it, minimum token thresholds, TTLs, read-vs-write pricing, and when it pays off for agentic workloads.
Handling LLM Rate Limits (HTTP 429) and Retries for Agents · Guide
A practical reference for agent builders: what a 429 means, how to read provider rate-limit headers, exponential backoff with jitter, client-side throttling, and when to use a batch API.
Agent Skills Explained: The SKILL.md Open Standard · Reference
What Agent Skills are, the exact SKILL.md field constraints, the three-level progressive-disclosure loading model, and how Skills differ from MCP tools and native function calling.
The Claude Agent SDK: Building Custom Agents on the Claude Code Harness · Reference
What the Claude Agent SDK is: Anthropic's Python/TypeScript library exposing the same agent loop, tools, and context management that power Claude Code, how it differs from the raw Client SDK, the Claude Code CLI, and Managed Agents, plus its auth, licensing, and billing rules.