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ai

15 Walls for Building Your Own Auto-Dev Agent: Concrete Lessons from Stripe Minions

Stripe Minions says 'The walls matter more than the model,' but the case studies from four Silicon Valley companies never explained how to actually build those walls. This post breaks down the 15 walls we implemented in the daodao auto-dev agent: what each wall prevents, where the files live, and what the tradeoffs are. Tier 1 is mandatory, Tier 2 strengthens governance, Tier 3 is serious governance.

#ai-agent#claude-code#guardrails#allowlist#verification-loop#token-budget#test-first#defense-in-depth#pre-commit#sub-agent-council
ai guide

Complete Chatbot Development Guide: State Management, Memory Strategies, and Tech Stack Selection

Building a chatbot is more than just calling an API. Conversation state management, memory mechanisms, streaming, guardrails, observability, and tech stack selection — every layer affects the user experience.

#chatbot#state-management#memory#streaming#guardrails#langfuse
ai guide

RAG Guardrails: Adding a Defense Layer to Inputs and Outputs

The attacks RAG systems face go beyond the technical level — Prompt Injection and Jailbreak are real threats. Both inputs and outputs need independent protection layers.

#rag#guardrails#security#prompt-injection#safety#llm