AI Framework posts
4 posts in AI Framework
Considering RAG for your Agent? Build this instead.
Most SaaS AI agents don't need a vector database. The simpler architecture: file-based memory à la Claude Code's MEMORY.md, plus 1M-token context windows and tool calls.
What Is Spec-Driven Development? (And Why It Fixes Vibe Coding)
Spec-driven development asks AI to code against a contract, not a vibe. How GitHub Spec Kit, context engineering, and a one-page PRD fix vibe coding at scale.
What Is Harness Engineering? A Builder's Guide
Harness engineering is designing constraints, feedback loops, and infrastructure that make AI agents reliable. The frameworks, the data, and how to build your first harness.
Vibe Coding Has a Scaling Problem
AI-generated code has ~1.7× more issues, 45% with OWASP Top 10 flaws, and 4× more duplication. Vibe coding works for prototypes but breaks down at scale: here's why pattern drift happens and what an AI-native codebase looks like.