Overplane vs Production Grade AI Starters

Overplane is an AI code generation and build system that verifies and safely compiles plain-language specs into working, verified code. Container-sandboxed agents,...

Browse production-grade AI starters with hardened prompts, prompt-injection defenses, server-side AI routes, rate limits, safe error handling, and deployment-ready...

About Overplane

Overplane is an AI code generation and build system that verifies and safely compiles plain-language specs into working, verified code. Container-sandboxed agents, replayable builds, and multi-agent support. Overplane combines popular AI coding agents with containers, spec-driven development, and formal verification to create a safer and more reliable AI coding workflow. Overplane keeps the speed and fixes the rest in three moves: contain the agent, wrap it in a real build system, and verify the plan before the code exists.

About Production Grade AI Starters

Browse production-grade AI starters with hardened prompts, prompt-injection defenses, server-side AI routes, rate limits, safe error handling, and deployment-ready guardrails. Some templates use their own authentication patterns, so the shared focus is prompt hardening, secret safety, and safer AI behavior in production. Some projects use their own authentication approach, so the shared hardening focus is protecting prompts, credentials, and AI behavior before these starters move into production. A Next.js RAG chatbot starter that lets users upload PDFs or text, create OpenAI embeddings, store vectors in Pinecone, retrieve source chunks, and answer questions with clickable citations.