![[aixplore-banner.png]] I'm **Justin Johnson**, and I build AI systems for a living. This is where I share the technical details: working code, system architectures, and lessons learned from real implementations. Every article here comes from hands-on experience. When I figure out how to make Claude Code more agentic, debug a $100 API crash loop, or build a RAG system that actually works, I write it up so you can skip the trial and error. **Looking for broader AI strategy and industry analysis?** Check out [Run Data Run](https://rundatarun.io) for less technical, more in-depth pieces on AI trends, biopharma applications, and technology leadership. <div class="quick-nav"> **58 Articles** | **~464 min reading** | [Subscribe](https://subscribe.rundatarun.io) </div> --- ## Latest Articles <div class="latest-articles"> - [[Practical Applications/my-personal-ai-assistant-clawdbot-seneca|My Personal AI Assistant Lives Everywhere: Building with Clawdbot]] *Jan 10, 2026* - [[AI Development & Agents/Pruning Your AI Agent Skills Library|Pruning Your AI Agent Skills Library: A Practical Guide to Skill Consolidation]] *Jan 10, 2026* - [[Practical Applications/debugging-claude-code-with-claude|Debugging Claude Code with Claude: A Meta-Optimization Journey]] *Jan 10, 2026* - [[AI Development & Agents/making-claude-code-more-agentic|Making Claude Code More Agentic: Parallel Execution, Model Routing, and Custom Agents]] *Jan 09, 2026* - [[Practical Applications/when-launchagents-attack-100-dollar-api-crash-loop|When LaunchAgents Attack: A $100 API Crash Loop Story]] *Jan 09, 2026* </div> [[index/by-date|View all articles by date]] --- ## Browse by Category ### AI Development & Engineering Agent development, prompt engineering, and LLM application building **14 articles** (25%) | ~90 min Latest: [[AI Development & Agents/making-claude-code-more-agentic|Making Claude Code More Agentic: Parallel Execution, Model Routing, and Custom Agents]] ### AI Research & Analysis Model releases, research breakdowns, and technical reviews **12 articles** (21%) | ~85 min Latest: [[Emerging Trends/the-hidden-crisis-in-llm-fine-tuning-catastrophic-forgetting|The Hidden Crisis in LLM Fine-Tuning: When Your Model Silently Forgets Everything]] ### AI Systems & Architecture System design, infrastructure, and production AI patterns **12 articles** (21%) | ~101 min Latest: [[AI Systems & Architecture/dendrite-o1-fork-agent-inference|Dendrite: Why O(1) Fork Latency Changes Everything for AI Agents]] ### AI Tools & Setup Setup guides, tool comparisons, and quick starts for AI development tools **12 articles** (21%) | ~95 min Latest: [[Practical Applications/my-personal-ai-assistant-clawdbot-seneca|My Personal AI Assistant Lives Everywhere: Building with Clawdbot]] ### Case Studies & Lessons Real-world implementations, war stories, and lessons learned **8 articles** (14%) | ~93 min Latest: [[Practical Applications/when-launchagents-attack-100-dollar-api-crash-loop|When LaunchAgents Attack: A $100 API Crash Loop Story]] --- ## Learning Paths Structured learning journeys through related content: - [[index/reading-paths|View Learning Paths]] --- ## Subscribe Never miss an article. Get a daily digest at 9 AM ET. [Subscribe to AIXplore](https://subscribe.rundatarun.io) --- ## Navigation - [[index/browse|Browse All Articles]] - [[index/by-date|Articles by Date]] - [[index/by-series|Article Series]] - [[index/reading-paths|Learning Paths]] --- <div class="site-footer"> **AIXplore** by Justin Johnson [Twitter](https://twitter.com/bioinfo) | [LinkedIn](https://www.linkedin.com/in/justinhaywardjohnson/) | [Run Data Run](https://rundatarun.io) | [Subscribe](https://subscribe.rundatarun.io) </div>