How I Shipped 100k LOC in 2 Weeks with Coding Agents
December 11, 2025
When we onboard developers, we give them documentation, coding standards, proven workflows, and collaboration tools. When we “deploy” AI agents, we give them nothing. They start fresh every time. No project context, no memory of patterns, no proven workflows.
So I compiled AI Coding Infrastructure, the missing support layer that agents need. Five components:
Autonomous Execution (Ralph): Continuous loops for overnight autonomous development
Project Memory (AGENTS.md): Your tech stack, patterns, conventions that agents read automatically before every response
Proven Workflows (Skills): Battle-tested TDD, debugging, code review patterns agents MUST follow
Specialization (Sub-Agents): 114+ domain experts working in parallel, not one generalist
Planning Systems (ExecPlans): Self-contained living docs for complex features
Source: How I Shipped 100k LOC in 2 Weeks with Coding Agents | Blog
I think we’re very much in the early stages of developing patterns, practises, and approaches to working with agentic systems. I think too that different systems will likely have at least somewhat different approaches that tend to get the best from them.
In the meantime, I’m finding interesting to read about how various individuals and teams go about working with these systems. I hope you might find that valuable too.
