Start Building an AI Harness Effectively
Learn how to effectively build an AI harness to maximize the value of AI models and create reusable systems.
La Rebelion Labs
Builders who refuse default paths.
A content-first field guide for AI systems, DevOps, cloud-native architecture, and product-minded engineering.
Latest dispatchStart Building an AI Harness Effectively
Learn how to effectively build an AI harness to maximize the value of AI models and create reusable systems.
Latest
New essays and field notes
Root-routed permalinks, long-form writing, and practical guides tuned for readers who want the details without the clutter.
Models Are Becoming Commodities, Orchestration Is the New Advantage
AI models are rapidly commoditizing. The real advantage now is AI orchestration: memory, verification, safety guardrails, and workflow design. Learn a practical framework to build reliable AI systems.
Are ORMs Still Relevant in the AI Copilot Era?
With AI copilots generating code faster than ever, do we still need ORMs? Explore the tradeoffs between productivity and semantic clarity, and how to use both effectively in 2026.
How to Design Truth-Probe Troubleshooting Endpoints for AI-Generated Backends
When AI helps generate backend code, implementation speed goes up.
Tokenmaxxing: Why AI Token Consumption Is a Vanity Metric
Learn why optimizing for AI token consumption is a vanity metric, how friction drives token waste, and how teams can improve token efficiency with MCP, managed agents, and lower-friction AI infrastructure.
From Chatbots to Agent Clusters: AI Infrastructure Is the Next DevOps
Enterprises will deploy agent fleets, creating new challenges in governance and orchestration. Winners will build efficient, secure, scalable AI infrastructure.
Not Just Code: Codex Can Generate Images Too
Discover how Codex's new image generation capabilities can transform your content creation workflow, allowing you to generate production-ready visuals directly from your editor with natural language prompts.
La Rebelion Labs Community License (LRL-CL)
Community support is essential to continue helping engineers and organizations survive the next wave of complexity
Managed Agents Need Infrastructure: Introducing My Clawster and Clawne Me
As AI agents become integral to enterprise workflows, the need for secure, scalable, and manageable agent infrastructure is more critical than ever. Discover how My Clawster and Clawne Me are pioneering the future of managed agent infrastructure.