⚡ Complete AI Engineering Stack — 266 Pro Resources

The AI Dev Toolkit

Production-ready prompts, frameworks, and configs for AI-powered development. Built by an AI engineer who ships code daily.

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266
Pro Resources
12
Categories
65
Agent Systems
Updates
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72 AI Agent Systems

Multi-agent orchestration, tool search pipelines, computer-use agents, Claude Cowork workflows, NemoClaw enterprise agents, Stripe MPP agentic commerce pipelines, World AgentKit human verification pipeline, dimOS proxy agent OS orchestration, Hindsight learning memory integration, Superpowers composable skill framework, OpenViking hierarchical memory pipeline, Agent Protocol Orchestration (MCP+A2A+AG-UI), error recovery, memory systems, eval frameworks, handoff patterns, production hardening. The largest collection of agent architecture prompts available.

68 Vibe Coding Setups

Complete configs for Claude Code, Cursor Automations, Codex CLI, Goose, JetBrains Air, Gemini Chrome workflows, NousCoder-14B local pipelines, free AI coding CLIs, Copilot Autopilot safety & production pipelines, Google AI Mode integration, GPT-5.3-Codex production pipelines, Windsurf Arena Mode evaluation pipeline, Apple Vibe Code Compliance pipeline, OpenAI Codex multi-project workflows. AGENTS.md templates, multi-model routers, auto-accept loops, agent teams, and guardrails.

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45 Core Dev Prompts

Architecture, debugging, testing, DevOps, databases, security hardening, CI/CD pipelines, code review, refactoring, AI coding identity crisis navigation, AI outsourcing disruption readiness, AI token economy management. The full engineering spectrum.

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14 MCP Tools & Configs

MCP server generators, tool chain orchestrators, progressive disclosure pipelines, Google Workspace agent pipelines, WordPress 7.0 AI plugin pipeline, RAG integration, enterprise configs, testing validation, security governance. The MCP starter kit.

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9 RAG & Context Engineering

Agentic RAG pipelines, context window architects, dynamic routers, million-token strategies, codebase onboarding, Context Hub orchestration pipeline. Deep context mastery.

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Works Everywhere

Claude, ChatGPT, Gemini, Cursor, Codex, Windsurf — any AI tool. Markdown format, universal compatibility.

📦 Exactly What You Get — 266 Resources in 12 Categories

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AI Agents (72 resources)

The most comprehensive collection of AI agent architecture prompts. From single agents to multi-agent teams, tool search pipelines, computer-use agents, NemoClaw enterprise agents, self-designing meta-agents, swarm intelligence production pipelines, Grok 4.20 multi-agent debate pipelines, Qwen 3.5 on-device AI stacks, NemoClaw Production Orchestration pipelines, ClawTeam swarm orchestration with leader-worker patterns, and the 2026 Agent Framework Wars selection & migration pipeline.

Includes: Agent Orchestration Pro • Multi-Agent Orchestrator • Agent Teams Production Blueprint • Parallel Task Delegator • Agent Handoff Patterns • Agent Memory System Designer • Error Recovery • Production Hardening • Agent Evaluation Framework Pro • Eval Framework Pro • Observability & Tracing • Code Review Agent Pipeline • Security Code Review • CrewAI Task Planner • AGENTS.md Generator • Reasoning Model Optimizer • Local LLM Dev Environment • TypeScript AI-First Scaffold • Terminal Agent Pipeline • Agentic Workflow Debugger • Multi-Agent Feature Factory • Tool Search Production Pipeline • Computer-Use Agent Production Pipeline • ChatGPT Skills Dev Automation Pro • AI-Native Solo Dev Blueprint Pro • Multi-Tool Orchestration Pro • Agent Team Scaling Blueprint • Claude Cowork Production Workflows Pro • NemoClaw Enterprise Agent Pipeline • Gemini Workspace Production Pipeline • Agentic AI Infrastructure Blueprint Pro • Local-First Agent Production Pipeline • Manus Desktop Agent Production Pipeline Pro • Nemotron Reasoning Challenge Pipeline Pro • Open Agents Production Pipeline Pro • Stripe MPP Agentic Commerce Pipeline Pro
72 resources

Vibe Coding (70 resources)

Everything you need to set up AI-powered coding workflows. Claude Code, Cursor Automations, Codex CLI, Goose, JetBrains Air, Gemini Chrome, NousCoder-14B local pipelines, free AI coding CLIs — fully configured.

Includes: Claude Code Workflow Complete • Claude Code Project Setup Pro • Claude Code Agent Teams • Claude Code Auto-Accept Loop • Codex CLI Agent Workflow • Codex+Claude Power Setup Pro • Cursor+Claude Dual Workflow • Cursor Automations Production Pipeline Pro • Multi-Model Router Pro • Multi-Model Session Planner • Multi-Tool Workflow Pro • AI Coding Agent Router • Vibe Coding Fullstack Scaffolder • Terminal Agent Power Workflow • TypeScript AI-Optimized Stack Pro • Spec-Driven Development • LLM-Friendly Code Patterns • Agent Skills Setup Pro • AI Code Guardrails Setup • Open Source LLM Coding Setup • JetBrains Air Production Orchestration Pro • Gemini Chrome Power User Pro • AI Coding CLI Mastery Pro • Goose Production Workflow Pro • NousCoder-14B Production Pipeline Pro • Copilot Autopilot Production Pipeline Pro • Google AI Mode Integration Pipeline Pro • GPT-5.3-Codex Production Pipeline Pro • Xcode Agent Skills Production Pipeline Pro • Claude Projects & Artifacts Production System • Open VSX AI Extension Production Pipeline • AGENTS.md Production Pipeline Pro • AI-Augmented Developer Pipeline Pro • Night Shift Agentic Production Pipeline Pro • AI Coding Productivity Multiplier Pro • AI Composer Production Pipeline Pro • AGENTS.md Universal Pipeline Pro • Cline Autonomous Coding Production Pipeline Pro • Perplexity Comet AI Dev Research Pipeline Pro • Agentic Engineering Transition Pipeline Pro • Google Stitch 2.0 Design-to-Code Pipeline Pro • NVIDIA Agent Toolkit Production Pipeline Pro • Cursor Composer 2 Production Pipeline Pro
70 resources
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Core Dev (45 resources)

Production engineering prompts covering the full SDLC. Architecture, debugging, testing, DevOps, databases, security, AI career navigation, multi-provider inference routing with cost optimization, stealth model evaluation pipelines, API gateway agent control layers, quantum-AI hybrid pipelines, agentic chip & inference hardware selection, and AI chip & inference cost optimization with Samsung HBM4 projections.

Includes: Architecture & System Design Pro • Debugging Mastery Pro • Testing Engineering Pro • Code Review Pipeline Pro • Refactoring & Modernization Pro • DevOps Automation Pro • Database & Data Engineering Pro • Security Hardening Pro • AI Git Workflow Automator • AI Codebase Migration • Agentic CI/CD Pipeline • LLM Eval & Guardrails Pipeline • Agent Sandbox Security Auditor • MCP Security Governance • GPT Model Retirement Pipeline • AI Coding Identity Crisis Pipeline Pro • Inference Provider Router Pipeline Pro • GPU Dev Environment Pipeline Pro • NVIDIA x Intel AI Infrastructure Pipeline Pro • NVIDIA cuDF/cuVS Production Data Pipeline Pro • Context Memory KV Cache Pipeline Pro • AI Outsourcing Disruption Pipeline Pro • Mistral Small 4 Production Pipeline Pro • Open-Source AI Governance Pipeline Pro • Astral+Codex Python Production Pipeline Pro • AI Chip & Inference Cost Pipeline Pro
45 resources
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MCP Tools (14 resources)

Build and deploy MCP servers with production-grade configs. WordPress 7.0 AI Connector pipeline, security, testing, RAG integration, Google Workspace pipelines, enterprise patterns.

Includes: MCP Server Complete Toolkit • MCP Config Generator Pro • MCP Tool Chain Orchestrator Pro • MCP Production Stack • MCP Server Testing & Validation • MCP RAG Integration Pipeline • MCP Enterprise Integration • MCP Security Governance • MCP Progressive Disclosure Pipeline Pro • Google Workspace Agent Pipeline Pro • WordPress 7.0 AI Plugin Pipeline Pro • MCP Elicitation Pipeline Pro • MCP Server Monetization Pipeline Pro
14 resources
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RAG & Context Engineering (9 resources)

Master context windows, build agentic RAG systems, onboard codebases intelligently, and orchestrate Context Hub for multi-agent doc routing.

Includes: RAG System Architect Pro • Agentic RAG Complete • Context Engineering Pro • Context Window Architect • Dynamic Context Router • Million-Token Context Strategy • AI Codebase Onboarding • AI Memory Engineering Pro • Context Hub Orchestration Pipeline Pro
9 resources
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Meta-Prompting (5 resources)

Prompts that make your prompts better. Cost optimization and meta-prompting mastery.

Includes: Meta-Prompting Mastery Pro • LLM Cost Optimizer
5 resources
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Code Review (3 resources)

Automated PR review with AI — catch bugs, enforce standards, suggest improvements.

Includes: AI PR Review Agent Pro • Claude Code Review Mastery Pro • AI Code Validation Pipeline Pro
3 resources
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Security (18 resources)

AI-powered vulnerability scanning, supply chain defense, coding agent runtime security with execution tracing, red teaming, compliance mapping, and Skylos LLM-powered static analysis.

Includes: AI Security Vulnerability Scanner Pro • AI Tool Supply Chain Defense Pro • AI Code Security Guardrails Pipeline Pro • AI Binary Security Pipeline Pro • 1Password AI Agent Credential Security Pro • OpenShell Agent Security Pipeline Pro • Coding Agent Runtime Security Pipeline Pro • Cloudflare AI App Security Pipeline Pro • Teleport Beams Agent Runtime Security Pipeline Pro • BloodHound Identity Attack Path Pipeline Pro • Agentic Security Validation Pipeline Pro • World AgentKit Verification Pipeline Pro • dimOS Proxy Agent OS Pipeline Pro
18 resources
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Agentic Deployment (26 resources)

Production deployment pipelines for AI agents, GTC 2026 keynote real-time implementation, Vera Rubin + Groq LPU hybrid inference pipeline, NVIDIA N1 laptop AI pipeline, inference architecture with token economics, Physical AI developer pipeline with Omniverse + sim-to-real, NemoClaw + OpenClaw enterprise agent orchestration, and Vera Rubin migration.

Includes: Agentic Production Deployment Pro • GTC 2026 Agent Deployment Pipeline Pro • GTC 2026 Agentic Implementation Pipeline • GTC 2026 Inference Architecture Pipeline Pro • GTC 2026 Real-Time Implementation Pipeline Pro • NVIDIA N1 Laptop AI Production Pipeline Pro • Physical AI Developer Pipeline Pro • GTC 2026 Vera Rubin Migration Pipeline Pro • NVIDIA Dynamo Production Pipeline Pro • Feynman GPU Readiness Pipeline Pro • DGX Spark OpenClaw Production Pipeline Pro • Enterprise Agentic Transition Pipeline Pro • NVIDIA CloudXR Spatial Computing Pipeline Pro • GTC 2026 OpenClaw Playbook Pipeline Pro • AGaaS Production Pipeline Pro • Nutanix Agentic AI Factory Pipeline Pro
26 resources
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Testing (1 resource)

Autonomous QA pipelines that discover app behaviors, generate self-healing tests, and adapt to code changes. Inspired by SmartBear BearQ's agentic QA approach.

Includes: Agentic QA Production Pipeline Pro (5-part: discovery engine, adaptive test generator, CI/CD quality gates, cost calculator, multi-framework orchestrator)
1 resource
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LLM Guardrails (1 resource)

Production guardrails and safety evaluation for LLM-powered applications.

Includes: LLM Eval & Guardrails Pipeline
1 resource

Why This Toolkit?

Without it

  • Hours crafting prompts from scratch
  • Generic ChatGPT outputs that need rework
  • No structure for AI agent workflows
  • Googling MCP setup guides
  • Reinventing vibe coding configs every project

With the Toolkit

  • Copy, fill brackets, ship in minutes
  • Production-quality outputs from day one
  • 30 agent orchestration patterns ready to deploy
  • 11 MCP server configs out of the box
  • 40 vibe coding setups for every tool

"This is the playbook I wish I had when I started building with AI. Not theory — actual working configs and prompts."

— Early adopter, Senior Engineer
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Built by Dohko
AI Engineer — shipping production code with AI daily