The Generative Programmer

The Generative Programmer

insight

The Missing Quality Layer for AI Coding Agents
As coding agents get better at writing code, the next challenge is proving the code is safe to merge.
How Teams Scale Claude Code Across Monorepos and Large Codebases
Thirteen patterns for making Claude Code work across monorepos, shared conventions, generated files, and organizational rollout.
9 Principles That Separate Useful Skills from Markdown Essays
A practical framework for deciding when a skill should fire, how it should run, and how it should survive over time.
Distribution vs Escalation: When to Use Subagents or Advisors
Two patterns for scaling a Claude agent. Both add a second model to the loop, each with different trade offs. Here’s when to reach for each, and when to…
12 MCP Patterns Behind Production Agents
A practical breakdown of the recurring design patterns behind real-world agent and mcp integrations.
Skill Authoring Patterns from Anthropic’s Best Practices
A practical breakdown of the recurring design patterns behind effective Claude Skills, from activation metadata to executable helpers.
12 Agentic Harness Patterns from Claude Code
The leaked source revealed how a production coding agent is actually assembled. Here are the design patterns behind it.
Practical Lessons From the Claude Code Leak
The most useful part of the Claude Code leak was not the drama. It was the architecture.
State of AI-Assisted Coding in 2026
AI coding is converging on three domains: planning, code generation, and confidence building
Applying Kubernetes Patterns to LLM Workloads
How Kubernetes patterns you already know carry over to LLMs, with a few important twists.
Best Prompt Engineering Resources (2026 Edition)
A curated list of the best prompt engineering books, papers, tools, and courses
7 Steps to Make Your OSS Project AI-Ready
A maintainer’s guide to enabling seamless onboarding, contribution, and collaboration for humans and AI.
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