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AI & ML

Explore machine learning, AI agents, and autonomous systems

Machine Learning Deep learning, neural networks, and ML fundamentals
AI Agents Multi-agent systems and orchestration
Prompt Engineering Crafting effective prompts for AI systems
MoE Architecture Mixture of Experts patterns and implementation
LLM Integration Building with large language models
AI Development AI-accelerated development workflows
Building an AI Blog Writer: From Topic to Published Post with n8n, Claude, and GitHub
Latest

Building an AI Blog Writer: From Topic to Published Post with n8n, Claude, and GitHub

How I built an AI agent that researches my 216 blog posts, generates complete drafts with validated frontmatter, and commits directly to GitHub. Paste a topic, get a production-ready post. The first of five components in an autonomous blog publishing system.

Developer skills

Level up your development skills and productivity

Best Practices Industry-proven development patterns
Code Quality Writing maintainable and testable code
Testing Test-driven development and quality assurance
Debugging Effective debugging strategies and tools
Performance Optimization techniques and profiling
Career Growth Professional development and mentorship
Cutting Cortex LLM Costs by 90%: The Prompt Engineering Playbook
Latest

Cutting Cortex LLM Costs by 90%: The Prompt Engineering Playbook

Real-world cost optimization through strategic prompt engineering, smart model selection, and caching—with actual numbers from production

Engineering

Software architecture, system design, and infrastructure

Architecture System design and architectural patterns
Infrastructure DevOps, CI/CD, and cloud infrastructure
APIs REST, GraphQL, and API design
Databases Database design and optimization
Microservices Distributed systems and service architecture
Scalability Building systems that scale
Infrastructure as a Fabric: How a Qdrant MCP Server Led Me to Rethink Everything
Latest

Infrastructure as a Fabric: How a Qdrant MCP Server Led Me to Rethink Everything

What started as building an MCP server for Qdrant turned into a complete rethinking of how I approach infrastructure — borrowing from knitting, weaving, and guerrilla textile art to create a new design philosophy called IaaF.

Enterprise software

Building robust, scalable enterprise applications

Authentication OAuth, SSO, and identity management
Compliance GDPR, SOC2, and regulatory requirements
Data Management Enterprise data strategies and governance
Integration Enterprise system integration patterns
Monitoring Observability and incident management
Migration Legacy system modernization
Zero-Downtime Database Migrations
Latest

Zero-Downtime Database Migrations

Techniques and patterns for performing database schema migrations with zero downtime in production environments

News & insights

Latest trends, updates, and industry insights

Product Updates New features and announcements
Industry Trends Emerging technologies and patterns
Case Studies Real-world implementation stories
Community Developer community highlights
Interviews Expert insights and conversations
Research Technical research and findings
From Idea to Production in 28 Days
Latest

From Idea to Production in 28 Days

The complete story of Cortex development - from initial concept on October 31st to production deployment on November 26th, 2025.

Open Source

Contributing to and building open source software

Getting Started Your first open source contribution
Maintainership Managing open source projects
Licensing Understanding open source licenses
Community Building Growing and nurturing communities
Documentation Writing effective project docs
Sponsorship Funding and sustaining projects
Personal AI Operations Memory: Building a Learning System for Git-Ops
Latest

Personal AI Operations Memory: Building a Learning System for Git-Ops

How Aiana transforms Claude Code from stateless sessions into a compound learning system. Redis for speed, Qdrant for semantic search, and context injection that remembers YOUR patterns.

Security

Application security, best practices, and threat mitigation

Authentication Secure auth patterns and implementation
Vulnerabilities Common security issues and fixes
Encryption Data protection and cryptography
DevSecOps Security in the development lifecycle
Compliance Security standards and regulations
Incident Response Handling security incidents
Zero-Trust Networking Patterns for Kubernetes Clusters
Latest

Zero-Trust Networking Patterns for Kubernetes Clusters

Dive deep into practical zero-trust networking strategies for Kubernetes, exploring network policies, service mesh integration, and cutting-edge security approaches.
Just announced

What's new?

Explore the latest projects, tools, and innovations. From AI-powered applications to developer tools, discover what's being built.

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001
Just Published

Securing Cortex Against Prompt Injection

5-Layer Defense Strategy

Comprehensive security implementation protecting Cortex from prompt injection attacks. Features input validation, access control, audit logging, anomaly detection, and human review workflows.

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Securing Cortex Against Prompt Injection
002
Now Available

DriveIQ

AI-Powered Vehicle Management

Track maintenance, set intelligent reminders, and consult your vehicle manual with AI assistance. DriveIQ brings modern technology to vehicle care for your 2018 Toyota 4Runner SR5 Premium.

Explore DriveIQ
DriveIQ
003
Open Source

ATSFlow

AI-Powered Resume Optimization

Optimize your resume with AI to match job descriptions and ensure ATS/LPS compatibility. Get hired faster with intelligent resume analysis and recommendations.

Try ATSFlow
ATSFlow
004
MCP Server

UniFi MCP Server

UniFi Infrastructure Monitoring

Comprehensive Model Context Protocol server for UniFi infrastructure monitoring and management. Monitor your network with AI assistance.

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UniFi MCP Server
005
MCP Server

Proxmox MCP Server

Proxmox VE Management

Manage Proxmox Virtual Environment VMs, containers, storage, and cluster resources through the Model Context Protocol.

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Proxmox MCP Server
006
MCP Server

Talos MCP Server

Talos Linux Cluster Management

Seamless integration with Talos Linux clusters via native gRPC API. Manage your Kubernetes infrastructure with AI.

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Talos MCP Server
007
MCP Server

n8n MCP Server

Workflow Automation Integration

Manage your n8n workflows, executions, and credentials through natural language using Claude AI.

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n8n MCP Server
008
MCP Server

Grafana MCP Server

Grafana Monitoring Integration

Seamless integration between Claude AI and Grafana's HTTP API with A2A protocol support.

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Grafana MCP Server
009
Infrastructure

UniFi Cloudflare DDNS

Dynamic DNS for UniFi

Cloudflare Worker enabling UniFi devices to dynamically update DNS A/AAAA records automatically.

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UniFi Cloudflare DDNS

Ready to explore?

Check out the latest projects on GitHub, read detailed blog posts, or get started with the documentation.

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