CLAUDE

Claude Platform on AWS matters because it moves agent adoption into identity, billing, commitments, and platform controls. That is where enterprise AI work gets real.

Claude Managed Agents now have multiagent sessions, outcomes, webhooks, and vault events. The practical takeaway is not just better agents. It is that agent runs need backend job discipline.

A complete, citation-backed Claude Code course with setup, prompting systems, MCP, CI, security, cost controls, and capstone workflows.

A deep comparison of Codex's new /goal loop and Claude managed agents outcomes, with practical workflow examples, control tradeoffs, and migration guidance for long-running tasks.

A practical architecture for multi-step Claude agents. Loop patterns, state management, error recovery, and the production gotchas that turn a five-step demo into a 20 percent success rate at scale.

The defensive patterns that keep Claude integrations alive in production. Retry shapes, backoff with jitter, circuit breakers, fallback chains, and the observability you need to debug at 3am.

Claude Design generates a full design system from your repo, ships one-shot pricing pages, and exports clean HTML/CSS to your coding agent. Here is what it actually does, where it slots in for developers, and why this is more interesting than another AI UI generator.

Opus 4.7 is here. Sharper coding, longer agentic runs, better tool use, and a price that finally makes Opus livable for production. Here's everything devs need to know.

Build MCP servers that connect Claude to your databases, APIs, and tools. Architecture, TypeScript SDK code, debugging, and the production gaps the spec doesn't cover.

A production-grade RAG pipeline with Claude. Chunking that survives real documents, retrieval tuning that actually moves the needle, citation tracking, and the prompt caching trick that makes RAG cheap enough to ship.

MCP servers are stdio-only black boxes. MCP Lens proxies the JSON-RPC stream, captures every frame, and serves a local inspector at localhost:4040.

Promptlock gives every prompt a 12-char content-addressable id and a diff-able artifact, turning silent prompt drift into a reviewable change.

The primary command-line entry point for Claude Code sessions.

Real-time prompt loop with history, completions, and multiline input.

50+ customizable shortcuts for cancel, history, transcript, and more.

Full vim keybindings (normal and insert modes) for prompt editing.

Run Bash commands with Ctrl+B and retrieve output by task ID.

Prefix prompts with ! to run shell commands directly, bypassing Claude.

Per-directory prompt history with Ctrl+R reverse search.

Hold-to-record voice input on macOS, Linux, and Windows.