CLAUDE
Anthropic's Claude models - capabilities, API usage, and practical applications.
141 resources - 18 posts, 5 tools, 118 guides
Blog Posts
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Claude Platform on AWS Is Enterprise Agent Plumbing, Not Just Procurement
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.
8 min read
Claude Managed Agents Are Starting to Look Like Backend Jobs
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.
9 min read
Codex /goal and Claude Managed Outcomes: The New Control Loops
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.
18 min read
Agent Architecture: Building Multi-Step AI Workflows That Survive Production
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.
11 min read
Claude API Reliability: Error Handling Best Practices
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.
10 min read
Claude Design: Anthropic's Bet That Designers and Developers Want the Same Tool
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.
9 min read
Claude Opus 4.7: The Developer's Guide to Anthropic's New Flagship
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.
10 min read
Model Context Protocol: A Production Guide To Building MCP Servers
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.
13 min read
RAG with Claude: Add Context Without Retraining
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.
10 min read
MCP Lens: Wireshark for Model Context Protocol Servers
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.
8 min read
Promptlock: Deterministic Prompt Versioning for LLM Apps
Promptlock gives every prompt a 12-char content-addressable id and a diff-able artifact, turning silent prompt drift into a reviewable change.
7 min read
Claude Haiku 4.5: Near-Frontier Intelligence at a Fraction of the Cost
Anthropic's Claude Haiku 4.5 delivers Sonnet 4-level coding performance at one-third the cost and twice the speed. Here is what developers need to know.
5 min read
Claude vs GPT for Coding: Which Model Writes Better TypeScript?
Claude Opus 4.7 vs GPT-5.5 for real TypeScript work. Benchmarks, pricing, model families, and practical differences.
5 min read
Claude Sonnet 4.6: Approaching Opus at Half the Cost
Anthropic's Sonnet 4.6 narrows the gap to Opus on agentic tasks, leads computer use benchmarks, and ships with a beta million-token context window. Here's what actually changed.
6 min read
Claude Opus 4.6: Anthropic's Smartest Model Gets Agent Teams
Million-token context, agent teams that coordinate without an orchestrator, and benchmark scores that push the frontier. Opus 4.6 is Anthropic's biggest model drop yet.
8 min read
Claude Opus 4.5: Anthropic's Most Intelligent Model
Anthropic has released Claude Opus 4.5, positioning it as their most capable model yet for coding agents and computer use. The release brings significant price cuts, efficiency gains, and enough au...
5 min read
Claude Skills: A technical deep dive into Anthropic's new approach to AI context management
A comprehensive look at Claude Skills-modular, persistent task modules that shatter AI's memory constraints and enable progressive, composable, code-capable workflows for developers and organizations.
8 min read
Anthropic Sonnet 4.5 in Claude Code
Anthropic's Claude Sonnet 4.5 isn't just another model increment. The company claims they've observed it maintaining focus for more than 30 hours on complex multi-step tasks.
7 min read
Related Tools
All tools →Claude Code
Daily DriverAnthropic's agentic coding CLI. Runs in your terminal, edits files autonomously, spawns sub-agents, and maintains memory across sessions. Powered by Claude Opus 4.
AI CodingClaude Agent SDK
NewAnthropic's Python SDK for building production agent systems. Tool use, guardrails, agent handoffs, and orchestration. Released alongside Claude 4.
AI FrameworksClaude
Daily DriverAnthropic's AI. Opus 4.6 for hard problems, Sonnet 4.6 for speed, Haiku 4.5 for cost. 200K context window. Best coding model I've tested. Max plan ($200/mo).
AI ModelsClaude Haiku 4.5
Anthropic's smallest Claude 4.5 model. Near-frontier coding performance at one-third the cost of Sonnet 4 and up to 4-5x faster than Sonnet 4.5. $1/$5 per million tokens.
AI ModelsClaude Opus 4.7
Anthropic's flagship reasoning model. Best-in-class for coding, long-context analysis, and agentic workflows. 1M token context window. Available via API and in Claude Code.
AI ModelsGuides
All guides →Terminal CLI - Claude Code
The primary command-line entry point for Claude Code sessions.
GuideInteractive Mode - Claude Code
Real-time prompt loop with history, completions, and multiline input.
GuideClaude Code Setup Guide
Configure Claude Code for maximum productivity -- CLAUDE.md, sub-agents, MCP servers, and autonomous workflows.
GuideKeyboard Shortcuts - Claude Code
50+ customizable shortcuts for cancel, history, transcript, and more.
GuideVim Editor Mode - Claude Code
Full vim keybindings (normal and insert modes) for prompt editing.
GuideClaude Code Complete Course
A complete, citation-backed Claude Code course with setup, prompting systems, MCP, CI, security, cost controls, and capstone workflows.
GuideBackground Tasks - Claude Code
Run Bash commands with Ctrl+B and retrieve output by task ID.
GuideGetting Started with Claude Code
Install Claude Code, configure your first project, and start shipping code with AI in under 5 minutes.
GuideBash Mode - Claude Code
Prefix prompts with ! to run shell commands directly, bypassing Claude.
GuideAI Agent Frameworks Compared: CrewAI vs LangGraph vs AutoGen vs Claude Code
Deep comparison of the top AI agent frameworks - architecture, code examples, strengths, weaknesses, and when to use each one.
GuideCommand History - Claude Code
Per-directory prompt history with Ctrl+R reverse search.
GuideVoice Dictation - Claude Code
Hold-to-record voice input on macOS, Linux, and Windows.
GuideMultiline Input - Claude Code
Shift+Enter, Option+Enter, or backslash+Enter for multi-line prompts.
GuidePrompt Suggestions - Claude Code
Context-aware follow-up suggestions derived from git history.
GuideSide Questions with /btw - Claude Code
Ask quick side questions without derailing the main task.
GuideRead Tool - Claude Code
Read file contents with line limiting, offset, and binary support.
GuideWrite Tool - Claude Code
Create or overwrite files; requires permission for existing paths.
GuideEdit Tool - Claude Code
Targeted edits to specific sections without rewriting entire files.
GuideMultiEdit - Claude Code
Batch edit multiple files in a single atomic operation.
GuideNotebook Edit - Claude Code
Modify Jupyter notebook cells directly without touching JSON.
GuideGlob Tool - Claude Code
File discovery via pattern matching across the repository.
GuideGrep Tool - Claude Code
Search file contents by pattern with regex support.
GuideLSP Tool - Claude Code
Jump to definitions, find references, and type-check via language servers.
GuideBash Tool - Claude Code
Execute shell commands with persistent working directory in project bounds.
GuidePowerShell Tool - Claude Code
Native PowerShell execution on Windows and optionally Unix hosts.
GuideMonitor Tool - Claude Code
Background monitoring of logs, files, and long-running processes.
GuideEnvironment Variable Persistence - Claude Code
SessionStart hooks can persist env vars across Bash tool calls.
GuideGit Integration - Claude Code
Stage, commit, branch, and open PRs without leaving the session.
GuideWorktrees - Claude Code
Isolated git worktrees for parallel Claude Code sessions.
GuideWriting Your First Claude Code Skill
A practical walk-through of how to design, write, and ship a Claude Code skill - from choosing when to trigger, through allowed-tools, to the steps the agent will actually follow.
GuidePR Status in Footer - Claude Code
Clickable PR link in the footer with review state color coding.
GuideMigrating from Cursor to Claude Code
A concrete step-by-step guide to moving your development workflow from Cursor to Claude Code - settings, rules, keybindings, and the habits that transfer.
Guidegh CLI Integration - Claude Code
Full GitHub CLI support for automated PR and issue workflows.
GuideWebFetch Tool - Claude Code
Fetch and parse content from URLs, including JS-rendered pages.
GuideWebSearch Tool - Claude Code
Perform web searches and return ranked results with snippets.
GuideCLAUDE.md Files - Claude Code
Persistent project instructions loaded every session; supports nested dirs.
Guide.claude/rules Directory - Claude Code
Path-specific rules that only load for matching files.
GuideAGENTS.md - Claude Code
Define custom subagent types within your project's memory layer.
GuideAuto Memory - Claude Code
Automatic session-to-session memory of build commands, errors, and learnings.
GuideMemory Command - Claude Code
View and edit auto-memory and CLAUDE.md via the /memory command.
GuideContext Window Visualization - Claude Code
Interactive timeline showing what's in context at each turn.
GuidePrompt Caching - Claude Code
Automatic reuse of cached context for substantial cost reduction.
GuideAuto Compaction - Claude Code
Background context summarization when the window starts filling up.
GuideDefault Permission Mode - Claude Code
Approve each action manually - the safest mode for new tasks.
GuideAccept Edits Mode - Claude Code
Auto-approve file edits and common filesystem commands.
GuidePlan Mode - Claude Code
Explore and propose changes without executing them.
GuideAuto Mode - Claude Code
Eliminate prompts with a background classifier that judges safety.
GuideDontAsk Mode - Claude Code
Only pre-approved tools allowed. Fully non-interactive for CI.
GuideBypass Permissions Mode - Claude Code
Skip all permission checks. Container and VM use only.
GuidePermission Rules - Claude Code
Granular allow/ask/deny rules per tool with wildcard patterns.
GuideProtected Paths - Claude Code
Auto-guarded directories like .git, .claude, and .vscode.
GuideSandboxing - Claude Code
Filesystem and network isolation for Bash tool calls on Linux and macOS.
GuideModel Aliases - Claude Code
Use opus, sonnet, haiku, and best to switch models easily.
GuideOpusPlan Alias - Claude Code
Hybrid mode: Opus for planning, Sonnet for execution.
Guide1M Token Context - Claude Code
Extended context window for Opus and Sonnet on supported plans.
GuideEffort Levels - Claude Code
Low, medium, high, xhigh, and max for adaptive reasoning control.
GuideModel Picker (/model) - Claude Code
Interactive UI to switch models and effort sliders mid-session.
GuideFast Mode - Claude Code
2.5x faster Opus at a higher token cost (research preview).
GuideExtended Thinking - Claude Code
Toggle with Alt+T. Claude reasons through complex problems before responding.
GuideCustom Model Option - Claude Code
Add gateway or custom models to the picker via environment variables.
GuideSkills System - Claude Code
Reusable markdown files with instructions and workflows.
GuideBundled Skills - Claude Code
/simplify, /batch, /debug, /fast, and other built-in skills.
GuideSkill Invocation - Claude Code
Trigger with /skillname or let Claude auto-load when relevant.
GuideSkill Frontmatter - Claude Code
Configure model, effort, tools, MCP servers, and invocation scope.
GuideSkill Arguments - Claude Code
Pass arguments to skills with string substitution support.
GuideDisable Model Invocation - Claude Code
Hide skills from Claude's auto-selection until manually triggered.
GuideSkill Pre-Approval - Claude Code
Pre-approve tools before a skill executes so it runs without prompts.
GuideSkill in Subagent - Claude Code
Run a skill in an isolated context via fork mode.
GuideLive Skill Discovery - Claude Code
Changes to skill files are detected and reloaded automatically.
GuideSubagents - Claude Code
Spawn isolated workers with independent context windows.
GuideBuilt-in Subagents - Claude Code
Researcher, auditor, reviewer, and other ready-made subagent types.
GuideCustom Subagent Types - Claude Code
Create reusable subagent definitions at project or user level.
GuideSubagent Frontmatter - Claude Code
Configure model, tools, MCP, skills, memory, and scoping.
GuideSubagent Tool Restrictions - Claude Code
Limit which tools a subagent can access.
GuideSubagent MCP Scoping - Claude Code
Route specific MCP servers only to specific subagents.
GuideSubagent Persistent Memory - Claude Code
Auto-memory that persists across multiple subagent invocations.
GuideSubagent Context Isolation - Claude Code
Prevent bloating the main conversation with research or exploration.
GuideResume Subagents - Claude Code
Continue a subagent's work across sessions.
GuideHooks System - Claude Code
Event-driven automation with 20+ lifecycle events.
GuideSessionStart Hook - Claude Code
Fires when a session begins; load env vars and initialize state.
GuideSessionEnd Hook - Claude Code
Fires when a session terminates.
GuideUserPromptSubmit Hook - Claude Code
Fires before Claude processes user input; can validate or block.
GuideUserPromptExpansion Hook - Claude Code
Fires when a slash command expands; can block or inject context.
GuidePreToolUse Hook - Claude Code
Fires before any tool executes. Allow, deny, defer, or modify the call.
GuidePostToolUse Hook - Claude Code
Fires after a successful tool call. Good for feedback and follow-ups.
GuidePostToolUseFailure Hook - Claude Code
Fires on tool execution errors for logging, alerting, and retry.
GuidePermissionRequest Hook - Claude Code
Fires when a permission dialog appears. Auto-approve or auto-deny.
GuidePermissionDenied Hook - Claude Code
Fires when auto mode or a rule denies an action.
GuideSubagentStart and SubagentStop Hooks - Claude Code
Fire when subagents spawn and finish.
GuideTaskCreated and TaskCompleted Hooks - Claude Code
Fire on task lifecycle events.
GuideStop Hook - Claude Code
Fires when Claude finishes responding. Can prevent the stop.
GuideFileChanged Hook - Claude Code
Fires when watched files change on disk.
GuideConfigChange and InstructionsLoaded Hooks - Claude Code
Fire when settings or CLAUDE.md files change during a session.
GuidePreCompact and PostCompact Hooks - Claude Code
Fire before and after context compaction.
GuideElicitation Hook - Claude Code
Fires when an MCP server requests input from the user.
GuideCommand Hooks - Claude Code
Run shell scripts on events with environment variable passing.
GuidePrompt-Based Hooks - Claude Code
Use Claude itself to handle hook logic instead of shell scripts.
GuideAgent-Based Hooks - Claude Code
Spawn subagents to handle complex hook logic.
GuideAsync Hooks - Claude Code
Run hooks in the background without blocking the session.
GuideMCP Servers - Claude Code
Connect external tools and data sources via the open MCP standard.
GuideMCP Installation Scopes - Claude Code
Local, project, user, and plugin-level MCP configurations.
GuideMCP Tool Search - Claude Code
Deferred tool loading reduces context overhead for large MCP suites.
GuideMCP OAuth - Claude Code
Pre-configured or dynamic OAuth for remote MCP servers.
GuideMCP Resources - Claude Code
Reference and read resources exposed by MCP servers.
GuideMCP Prompts - Claude Code
Execute MCP prompts as commands via the slash menu.
GuideMCP Channel Messaging - Claude Code
Receive push messages from MCP servers via channels.
GuideManaged MCP - Claude Code
Admin-controlled allow and deny lists for MCP servers.
GuideAgent Teams - Claude Code
Coordinate multiple Claude Code instances with a shared task list.
GuideTeam Lead - Claude Code
Coordinator agent that assigns tasks and synthesizes findings.
GuideShared Task List - Claude Code
Teammates claim and complete work independently from one list.
GuideInter-Agent Messaging - Claude Code
Teammates communicate directly without routing through the lead.
GuideSplit Pane Display - Claude Code
Run each teammate in its own tmux or iTerm2 pane.
GuidePlan Approval - Claude Code
Require lead approval before teammates execute their tasks.
GuideTask Dependencies - Claude Code
Pending tasks depend on others and unblock automatically.
GuideSubagent Definitions as Teammates - Claude Code
Reuse custom subagent types as Agent Teams members.
Guide/loop Command - Claude Code
Run a prompt repeatedly on a fixed interval or self-paced.
GuideScheduled Tasks (Desktop) - Claude Code
GUI-based scheduling on your local machine for recurring work.
GuideRoutines (Web) - Claude Code
Managed scheduling on Anthropic infrastructure with API and GitHub triggers.
GuideKeep exploring Claude
- - Claude Code - recommended Claude tool from the Developers Digest directory
- - Compare Tools - dive deeper across the Developers Digest knowledge base
- - All Claude articles in the blog archive
- - Developers Digest on YouTube - video tutorials covering Claude and more
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