Everything on AI Context Management

The primary failure mode for AI agents is not code generation, but the lack of implicit business context. Explicit documentation of domain knowledge is essential to ensure AI outputs align with product requirements.

Impact: Investing in context documentation creates a defensible asset that improves AI reliability and reduces the need for manual corrections, leading to higher quality outputs.

— from Agentic AI: CTO Strategy for SaaS Survival · Becoming CTO Secrets· May 19, 2026