10 GitHub Repos for Safer, Better AI Builds
Andrew Warner and Adam review Open Code Review, WeKnora, Worktrunk, Agent Skills, Context Mode, OpenAI Plugins, and other repositories for safer, more structured AI work.
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Library · Full Archive
AI Automation
AI Automation
Case Study Archive.
Every case study, system breakdown, and field note, newest first and filterable by topic. No theory, no demos. Only systems that run in production and what it took to get them there.
At a glance
What is in the JQ AI SYSTEMS case study archive?
This is the complete archive: all 478 posts across 52 topics, newest first, filterable by category. It holds the case studies, the model and tool comparisons, and the field notes from systems I built and run. For the curated view, where the writing sits alongside the free Claude Code skills, start at the Library instead.
The archive leans in four directions: AI Search Visibility (95), AI Agent Architecture (58), AI Tools (38), and AI Coding Agents (26). Those four account for most of what I publish, because they are where most of the client questions land.
Three places to start. The AI search visibility guide is the hub for the largest cluster and links out to every spoke in it. Grok Imagine vs Midjourney is the image model comparison, rebuilt against live leaderboard data rather than left to go stale. OutreachIQ is the longest running system breakdown here, from first prototype through to a public repo.
5 GitHub Repos You Can Turn Into Client Services
Corey Ganim maps Scrapling, Dify, OpenSEO, OpenShorts, and Presenton to five client services. Here is the credible offer behind each repo, plus costs, licenses, and delivery risks.
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God's Eye View: The Open-Source Intelligence Globe Explained
Matt Wolfe and Bilawal Sidhu explore God's Eye View, an open-source 3D globe for public flights, ships, satellites, fires, cameras, traffic, launches, and voice-controlled spatial analysis.
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5 Open-Source Projects Worth Running Yourself
Eric Michaud tests Postiz, ChatbotX, Orca, Paperless-ngx, and God's Eye View. Here is what each project solves, what was actually demonstrated, and where self-hosting adds work.
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OpenSEO with Claude Code: A Self-Hosted Semrush Alternative
OpenSEO combines a self-hosted SEO dashboard, DataForSEO, MCP, and agent skills. This guide explains the real costs, Docker setup, Claude Code workflow, and security limits.
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10 GitHub Repos for Clearer, Leaner AI Coding
A practical guide to I Have ADHD, ECC, Ponytail, HumanLayer, Codex plugins, Archify, Context Mode, Matt Pocock skills, Humanizer, and four audience projects.
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10 GitHub Repos That Reduce AI Agent Token Waste
A practical guide to routing, compressing, externalizing, and structuring agent context with FreeLLMAPI, Headroom, PX Pipe, Context Mode, OmniRoute, and more.
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50 Omarchy Features: A Practical First-Week Setup Guide
A first-week Omarchy guide to keyboard workflows, safer installs, Btrfs recovery, local dictation, media tools, themes, plugins, and bounded AI agents.
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Top 10 Repos Explained: Archify, Omarchy, OpenMAIC, and More
Andrew Warner and Adam Brakhane review Archify, God's Eye View, OpenMAIC, OpenClaude, scientific skills, MiniMind, OpenSEO, Omarchy, TimesFM, and seven audience projects.
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5 GitHub Repos for Writing, CRM, Video, Security, and Phones
Five open-source repos for improving AI-assisted writing, running an agent-first CRM, editing video, scanning agent skills, and controlling phones.
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10 Open-Source Alternatives That Save Money Without Hiding the Costs
Andrew Warner reviews ten alternatives to paid subscriptions. This guide verifies the licenses, exposes operating costs, and gives teams a safer migration scorecard.
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Should You Switch to Omarchy? A Practical Linux Migration Guide
NetworkChuck takes Omarchy from a blank USB drive to an AI-customized Linux workstation. Here is the practical migration guide for installation, shortcuts, gaming, Windows apps, and recovery.
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Top GitHub Repos: Agent Memory, Local AI, Video, and Routing
Andrew Warner and Adam review ten GitHub repositories for diagrams, agent context, Linux, tiny local models, knowledge graphs, model routing, video creation, public APIs, and security research, plus seven community builds.
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Omarchy 4: Why This Agentic Linux Desktop Feels Different
A practical Omarchy 4 guide to the Quickshell rewrite, keyboard-first workflow, agent integration, plugins, Arch updates, hardware fit, and safe evaluation.
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10 GitHub Repos That Cut AI Coding Friction and Token Waste
Andrew Warner and Tim Hey review ten repositories for interface generation, product analytics, app connections, coding-agent process, context reduction, codebase mapping, discovery, AI search, and documentation.
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Top 10 GitHub Repos: Authentik, Kubescape, MUI, and More
Andrew Warner and Adam review ten trending repositories plus Investment Council and DAA. Here is what each project owns, what it replaces, and the maintenance or security boundary you inherit.
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18 Ways to Use Docker Beyond App Development
NetworkChuck demonstrates 18 Docker uses, from browser-based apps and Folding@home to CLI tools, isolated labs, Compose, and OS experiments. Here is what is useful, what is risky, and what to try first.
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