Prompt patching is a dead end for enterprise AI. In this episode of Signal Over Noise, we dismantle the culture of "vibe coding" and explore the rigorous harness engineering required to build production-grade agentic systems.

We break down the three-layer architectural arc for compounding intelligence:

Reflexion: Teaching agents to learn from failure without altering model weights.

Specification-Driven Development (SDD): Locking in machine-testable intent before the loop runs.

Autogenesis: Systems that safely evolve their own tools and schemas.

Read the full newsletter at: signalovernoise.karlekar.cloud/issue-011.html