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Guides

In-depth answers and explorations

B2b GrowthAi Learning

AI-Native GTM Engineering: From Enrichment Pipelines to $25 CPLs

How B2B growth teams are replacing manual prospecting with technical GTM systems — covering Clay Ads enrichment-powered targeting, AI competitive intelligence that extracts pricing and roadmap signals from public data, and the LinkedIn content strategies that compound organic reach.

SettingsDesign

The Claude Code Configuration Playbook: From Permissions to Progressive Disclosure

How to configure Claude Code for maximum autonomy and minimal friction — covering permission bypass, Zed autosave integration, CLAUDE.md architecture under 200 lines, tiered context loading, state-machine skills, and the game-sound notification hooks that turn agent work into ambient awareness.

Ai AgentsSettings

Building Multi-Agent Orchestration Systems: From Single Agents to Coordinated Teams

A practical guide to designing agent coordination systems — covering orchestrator patterns, sub-agent delegation, cost optimization strategies, MCP tool integration, and the memory/self-improvement loops that make agent teams compound over time.

WorkflowSettings

Building an AI Chief of Staff with Claude Code

A practical architecture for building an AI Chief of Staff using Claude Code — covering overnight inbox triage, morning sweep with parallel subagents, automated meeting prep, weekly accountability, and the human-AI boundary decisions that make it safe to deploy.

AutoresearchClaudeAi Agents

What Is Autoresearch and How to Use It

Autoresearch is Karpathy's hill-climbing optimization loop — make one change, test against a binary checklist, keep or revert, repeat. This guide covers the core method, practical implementation with Claude skills, scaling to parallel GPU clusters and distributed agent swarms, and the emerging pattern of full-stack AI research agents.

ClaudeWorkflowEcosystem

Claude & Claude Code for Marketing Agencies: A Detailed Guide

A comprehensive guide covering agency workspace setup, content strategy, competitive intelligence, outbound automation, brand design workflows, and agency-specific Claude Code skills — grounded in 77+ sources.

WorkflowSettingsEcosystem

Claude Code: From New User to Power User

A structured progression covering context architecture, the Research → Plan → Build loop, environment setup, the six extension mechanisms, parallel sessions, and the tools and patterns used by Claude Code power users.

EcosystemDeveloper Tools

The Claude Code Ecosystem in 2026: Tools, Plugins, and Community Patterns

A comprehensive map of the Claude Code ecosystem — from Anthropic's official plugins and the $2.5B revenue milestone to community-built MCP servers, terminal setups, and the emerging agent-first development paradigm that's reshaping how teams ship software.

WorkflowVibe CodingBrand And Design

Keyword Research → Optimized Landing Pages: The Workflow

A four-stage workflow using Claude Code to turn a keyword list into optimized landing pages — covering competitive intelligence, content briefs, one-shot page generation with design constraints, and automated monitoring loops.

ArchitectureDesign

Designing a Second Brain for AI Agents: The Vault-as-Database Pattern

How to architect a local knowledge base that AI agents can reason over — covering the repo-as-database pattern, context delivery as the real bottleneck, progressive disclosure for managing context windows, and the specific file structures that turn personal knowledge management into an AI-native operating system.