Spec-driven + evaluation-driven agent workflows gaining traction
Key Questions
What is RustySpec?
RustySpec is a Rust CLI tool that enforces Specification-Driven Development across 20 AI agents, bridging ideas to AI implementation. It structures workflows to ensure specs are followed in agent-based development.
How does AI SDLC Scaffold support AI-assisted development?
AI SDLC Scaffold is a repo template that structures pre-coding phases and organizes outputs for multi-session agent flows. It enables organized workflows for AI-assisted software development.
What issues do security audits reveal in AI-built apps?
Security audits and pentests on vibe-coded apps expose vulnerabilities quickly, as shown in cases where AI hacked apps built by Claude in minutes. This pushes for CI/AppSec integration to address risks.
What is coSTAR and its role in agent workflows?
coSTAR automates self-healing in agent workflows. It contributes to more robust spec-driven and evaluation-driven processes.
How do evaluations validate spec-driven workflows?
3-layer evals like BC-Bench, golden sets, and Mistral proofs validate workflows, catching +43% more bugs. These evals ensure reliability in agent-based development.
RustySpec CLI enforces specs across 20 agents; AI SDLC Scaffold structures multi-session flows; coSTAR automates self-healing; +43% bugs validates 3-layer evals (BC-Bench/golden/Mistral proofs); security audits/pentests expose vibe-built vulns, pushing CI/AppSec integration.