CLAUDE

AI security scanners find vulnerability candidates faster than teams can verify, disclose and patch them. Why triage is now the real bottleneck.

Claude Platform on AWS moves enterprise agent adoption into identity, billing, commitments and platform controls - where enterprise AI work gets real.

Claude Managed Agents now have multiagent sessions, outcomes, webhooks and auto permissions. Why agent runs need backend job discipline, and how to apply it.

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

Codex /goal vs Claude Managed Agents outcomes compared: where each control loop fits, the tradeoffs, and when to combine them for long-running tasks.

Agent architecture for multi-step Claude workflows: loop patterns, state management, error recovery, and the production gotchas that break agents at scale.

Claude API error handling for production: retry shapes, backoff with jitter, circuit breakers, fallback chains, and the observability to debug failures at 3am.

Claude Design reads your repo to build a design system, generates layouts like pricing pages, and exports HTML/CSS to your coding agent. What developers get.

Claude Opus 4.7 developer guide: what changed, pricing, SDK usage, prompt caching, when to pick Opus vs Sonnet or Haiku, and migration notes from 4.6.

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.

RAG with Claude in production: structure-aware chunking, hybrid retrieval, 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.