The AI Coding Manifesto: Building Scalable Codebases
165
To prevent AI-driven codebase degradation, developers must use minimal semantic functions, clear pragmatic wrappers, and models that strictly enforce state correctness.
The Architect's Era: Building Software Through LLM Orchestration
541
Modern software development is shifting from manual coding to human-led AI orchestration, where the human acts as an architect rather than a syntax writer.
From Coder to AI System Architect
223
AI is transforming software engineering into a high-level discipline of system architecture and agent orchestration, where foundational expertise is the key to unlocking massive productivity.
Claude Code’s Opinionated Tech Stack: DIY Over Buy
611
Claude Code favors a modern, developer-centric tech stack that prioritizes custom DIY solutions and specialized platforms over legacy enterprise tools and traditional cloud providers.
Stop Database Sprawl: Postgres Now Does It All
532
Stop database sprawl—Postgres (with extensions) now does almost everything well enough in one place.
Company as Code: A DSL and Graph to Run Organizations Programmatically
264
Treat the organization itself as code—modeled in a versioned, queryable graph with a DSL—to automate compliance, analyze impact, and manage change.
Pi: A Tiny, Self-Extending Agent That Builds Its Own Tools
Keep the agent tiny, let it write and hot-reload its own tools, and you get a robust foundation for software that builds software—Pi, and by extension OpenClaw.
How Software Survives When AI Writes It All
In an AI-first world, software survives if it saves tokens: embed dense insights or run on cheaper substrates, be broadly useful, known, and low-friction—and use human value when it helps.
AI Agents Make Best Practices Non‑Optional
302
AI agents make software best practices non‑optional: enforce tests, types, structure, and fast isolated environments so agents can reliably deliver correct code.
A Web Server With No App Code: LLM + 3 Tools
436
Today’s LLMs can run your app logic end‑to‑end, but they’re still too slow, costly, and inconsistent—problems the author believes will shrink with time.
Terraform State Is a Graph, Not a File
136
Stop treating Terraform state like a file—manage it as a graph with ACID transactions to unlock safe concurrency and faster operations.
Disciplined AI Collaboration: Plan, Measure, and Ship in Small, Reliable Modules
Constrain AI with small, testable modules and continuous measurement to turn planning into reliable, data-driven delivery.