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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
Cleaning House: Migrating a 90-Deployment k3s Cluster to fabric-forge
Latest

Cleaning House: Migrating a 90-Deployment k3s Cluster to fabric-forge

A k3s cluster accumulated 90 deployments across 80 namespaces from a previous era. Here is the plan to strip it down and rebuild around fabric-forge.

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 Obstacles to Teammates: How Automation Built Itself a Better Partner
Latest

From Obstacles to Teammates: How Automation Built Itself a Better Partner

The story of fabric-forge and fabric/social — what happens when you stop fighting your tools and start listening to them.

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
Git-Steer Can Contribute to Other People's Repos Too
Latest

Git-Steer Can Contribute to Other People's Repos Too

Git-steer forked PegaProx, an open-source Proxmox management platform, audited the codebase, and submitted 10 pull requests in a single session.

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
What the IBM X-Force Report Taught Us About Securing Our Own Tools
Latest

What the IBM X-Force Report Taught Us About Securing Our Own Tools

After reading the IBM X-Force Threat Intelligence Index, we audited git-steer — an MCP server with autonomous access to GitHub repos. Here's what we found and fixed.

Getting Started

Your first open source contribution

17 posts

Open Source

Git-Steer Setup Guide: From Zero to Steering in 10 Minutes

Complete step-by-step guide to setting up git-steer - create a GitHub App, store credentials in Keychain, configure Claude Desktop, and start managing your repos through natural language.

Open Source

Git-Steer: A Self-Hosting GitHub Autonomy Engine

Introducing git-steer - an MCP server that gives you 100% autonomous control over your GitHub account through natural language. Zero local footprint, git as database, GitHub Actions as compute. Now with an interactive BI security dashboard.

Open Source

Talos A2a Mcp Server: An MCP (Model Context Protocol) server that provides AI assistants with the ability to interact with Talos Linux clusters through the Talos API.

An MCP (Model Context Protocol) server that provides AI assistants with the ability to interact with Talos Linux clusters through the Talos API.

Open Source

Pulseway Rmm A2a Mcp Server: MCP server for Pulseway RMM API integration enabling remote monitoring and management capabilities

MCP server for Pulseway RMM API integration enabling remote monitoring and management capabilities

Open Source

Grafana A2a Mcp Server: MCP server providing seamless integration between Claude AI and Grafana's HTTP API with A2A protocol support

MCP server providing seamless integration between Claude AI and Grafana's HTTP API with A2A protocol support

Open Source

Talos Mcp Server: MCP server for seamless integration with Talos Linux clusters via native gRPC API

MCP server for seamless integration with Talos Linux clusters via native gRPC API

Open Source

Checkmk Mcp Server: MCP server providing integration with CheckMK REST API for monitoring system management

MCP server providing integration with CheckMK REST API for monitoring system management

Open Source

Netdata Mcp Server: MCP server integrating Netdata monitoring capabilities for real-time metrics, alerts, and system health analysis

MCP server integrating Netdata monitoring capabilities for real-time metrics, alerts, and system health analysis

Open Source

Pulseway Mcp Server: MCP server integrating Pulseway PSA API for managing tickets, invoices, time logs, and professional services automation

MCP server integrating Pulseway PSA API for managing tickets, invoices, time logs, and professional services automation

Open Source

Microsoft Graph Mcp Server: MCP server integrating Microsoft Graph API for managing Microsoft 365 users, licenses, and groups

MCP server integrating Microsoft Graph API for managing Microsoft 365 users, licenses, and groups

Open Source

Finding the Right Open Source Project to Contribute To

Discover how to identify and evaluate open source projects that align with your skills, interests, and career goals for meaningful contributions

Open Source

Cloudflare Mcp Server: Cloudflare MCP Server

Cloudflare MCP Server

Open Source

N8n Mcp Server: A Model Context Protocol (MCP) server that provides seamless integration with the n8n API. Manage your n8n workflows, executions, and credentials through natural language using Claude AI.

A Model Context Protocol (MCP) server that provides seamless integration with the n8n API. Manage your n8n workflows, executions, and credentials through natural language using Claude AI.

Open Source

Proxmox Mcp Server: MCP server for managing Proxmox Virtual Environment VMs, containers, storage, and cluster resources

MCP server for managing Proxmox Virtual Environment VMs, containers, storage, and cluster resources

Open Source

Starlink Enterprise Mcp Server: MCP server for managing Starlink terminal fleet through the Starlink Enterprise API

MCP server for managing Starlink terminal fleet through the Starlink Enterprise API

Open Source

Unifi Mcp Server: Model Context Protocol server for comprehensive UniFi infrastructure monitoring and management with A2A support

Model Context Protocol server for comprehensive UniFi infrastructure monitoring and management with A2A support

Open Source

Your First Open Source Contribution: A Step-by-Step Guide

A comprehensive guide for developers making their first contribution to open source projects, covering everything from finding issues to submitting pull requests