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Digital Goods for AI Engineers & Vibe Coders

Hands-on courses, applied guides, system prompts for Claude Code & Cursor, Hermes packs and profiles from verified community developers.

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Author payout 80% · Moderation up to 24h
59 found
AI Agents & MCP
Production-Ready · Architectural Template

Autonomous Loop Engineering: Building Self-Driving AI Agents

An engineering guide for creating deterministic loops for AI agents. Learn to isolate context, implement machine oracles, and defend against Reward Hacking.

Build a system that guarantees convergence to a verified result
Implement an independent machine oracle for objective code verification
Isolate context using Docker and stateless architecture
АО
Андрій Орлов

AI Architect & Founder

650 UAH1000 UAH-35%
one-off purchase
AI Agents & MCP
Production-Ready Architecture

Loop Engineering: Robust Architectures for AI Agents

Master the design of autonomous loops, verifiers, and memory systems. Transition from manual prompting to engineering reliable agentic solutions.

Transition from Prompt Engineering to Loop Engineering
Implement verifier systems to replace manual oversight
Architectural safeguards against infinite loops and failures
АО
Андрій Орлов

AI Architect & Founder

490 UAH790 UAH-38%
one-off purchase
DevOps & Hardening
Production-Ready · Zero Vendor Lock-in

AI Agent Security: Stop Rules, Sandboxing & Human Approval

Architectural guide to securing autonomous agents against infinite loops, token burnout, and unsafe execution.

Pre-configured templates for file system and network isolation
Circuit breaker and kill switch patterns for system stability
Human-in-the-loop approval mechanisms for sensitive operations
АО
Андрій Орлов

AI Architect & Founder

550 UAH890 UAH-38%
one-off purchase
DevOps & Hardening
Production-Ready Observability

AI Agent Monitoring & Tracing: Production Failure Diagnostics

Engineering guide for implementing observability in non-deterministic agent systems. Learn to catch semantic errors that classic APM tools miss.

Detect semantic errors invisible to standard APM tools
Real-time automated token cost control
Identify infinite loops and agent recursion
АО
Андрій Орлов

AI Architect & Founder

490 UAH800 UAH-39%
one-off purchase
AI Agents & MCP
Production-Ready · 5x Time Savings

Claude Code Subagents: Parallel Execution Architecture & Context Optimization

An engineering guide for implementing subagents in Claude Code to parallelize tasks, isolate context, and drastically reduce execution time for complex.

Context window isolation to prevent AI memory pollution and hallucinations
Asynchronous execution of independent tasks to accelerate release cycles
Fan-Out and Swarm architectural patterns for robust agent orchestration
АО
Андрій Орлов

AI Architect & Founder

550 UAH900 UAH-39%
one-off purchase
AI Agents & MCP
Architectural Template · Production-Ready

Claude Code Projects: Multi-Agent Orchestration Architecture

Implement the Coordinator-Threads model to automate complex development tasks via Claude Code.

Transition from single-chat sessions to a full multi-agent system
Automatic decomposition of goals into isolated sub-tasks
Parallel execution of code and tests in cloud containers
АО
Андрій Орлов

AI Architect & Founder

590 UAH950 UAH-38%
one-off purchase
Skills
Architectural Standard · Production-Ready

SKILL.md Architecture: Design & Testing Patterns for AI Agents

Engineering guide for building stable SKILL. md files for Codex and Claude Code.

Four mandatory sections for stable agent operation
Configuration synchronization between Codex and Claude Code
Testing methodology covering 5 critical scenarios
АО
Андрій Орлов

AI Architect & Founder

450 UAH750 UAH-40%
one-off purchase
Skills
Production-Ready · Token-Efficient

Agent Skills Pack: Verified Extensions for Claude Code, Codex & Cursor

A ready-to-deploy library of engineering skills (SKILL. md) for autonomous AI agents.

Standardized SKILL.md format ensuring compatibility with Claude Code, Codex, and Cursor
Dynamic context loading to minimize token consumption
Deterministic procedures replacing model hallucinations
АО
Андрій Орлов

AI Architect & Founder

490 UAH800 UAH-39%
one-off purchase
AI Agents & MCP
Production-Ready · 10x ROI

Agent Debugger: Systematic Error Resolution & Recursion Control for AI Agents

Engineering guide for debugging AI agents with three diagnostic depth levels, from log filtering to model switching.

Systematized root cause analysis algorithm replacing chaotic trial-and-error
Run tagging templates for instant isolation of problematic transactions in production
Diagnostic checklists for hallucinations and incorrect tool invocation
АО
Андрій Орлов

AI Architect & Founder

450 UAH700 UAH-36%
one-off purchase
models
Zero Marginal Cost · Air-Gapped Privacy

Private AI on Your PC: Uncensored Local LLM Deployment

Complete engineering guide for deploying Llama 3, Qwen, and DeepSeek via Ollama and Open WebUI.

Deploy a private AI stack with zero cloud data exfiltration
Set up Ollama and Open WebUI in a single evening
Benchmark Llama 3, Qwen 2.5, and DeepSeek locally
АО
Андрій Орлов

AI Architect & Founder

490 UAH790 UAH-38%
one-off purchase
models
Local Production-Ready

Apple Silicon AI Studio: Deploy & Tune Open LLMs on Mac

Complete engineering guide for deploying local language models (Gemma 4, Ollama) on Apple M-series chips.

Run GPT-4o Mini-level models on your home computer
Full data privacy: zero transmission to the cloud
Offline mode for stable development workflows
АО
Андрій Орлов

AI Architect & Founder

450 UAH750 UAH-40%
one-off purchase
models
Production-Ready · Save 40+ Hours

Hugging Face & Transformer Architectures: The Production Engineering Guide

A step-by-step engineering manual for deploying, adapting, and fine-tuning LLMs (BERT, GPT) via the Transformers library.

Master the Transformers library without writing neural network architectures from scratch
Deep understanding of Model Cards and performance metrics for informed selection
Rapid prototyping skills leveraging the Hugging Face ecosystem
АО
Андрій Орлов

AI Architect & Founder

550 UAH850 UAH-35%
one-off purchase
Courses & Intensives
Architectural Blueprint · 10x ROI

Machine Learning Roadmap 2026: Engineering Strategy

A sequential roadmap from foundational mathematics to building autonomous agentic systems.

Unified logical structure from mathematics to agentic AI
Focus on engineering decisions rather than academic theory
Current technology stack relevant to 2026
АО
Андрій Орлов

AI Architect & Founder

390 UAH600 UAH-35%
one-off purchase
DevOps & Hardening
Production-Ready · 10x ROI

Hetzner VPS Blueprint: Production-Ready Security & Setup

A step-by-step engineering guide for deploying a secure Hetzner server. From bare Linux to configured firewalls, SSH keys, and AI-driven automation.

Automate configuration via AI agents
Setup ed25519 SSH keys and sudo privileges
Configure UFW with deny-incoming policy
АО
Андрій Орлов

AI Architect & Founder

390 UAH600 UAH-35%
one-off purchase
System Prompts
Production-Ready · 10x ROI

QA Automation Pack: 5 System Prompts for Playwright, Cypress & Selenium

Automate failure diagnosis, bug report generation, and selector recovery. Save up to 85% of your time on routine testing tasks.

Save 70–85% of time spent supporting automated test suites
Instantly classify failure nature (bug, selector issue, or infrastructure)
Generate ready-to-submit bug reports in under 1 minute
АО
Андрій Орлов

AI Architect & Founder

290 UAH490 UAH-41%
one-off purchase