Agent
Bridges business needs and technical execution. Clarifies user requirements, defines KPIs, and ensures features deliver measurable value.
Guardloop.dev is a self-improving AI governance system that learns from LLM mistakes, generates dynamic guardrails, and prevents repeated failures. It automatically enforces coding standards, security requirements, and compliance rules across Claude, Gemini, Codex, and other AI tools.
Agent
Bridges business needs and technical execution. Clarifies user requirements, defines KPIs, and ensures features deliver measurable value.
Agent
Gatekeeper of clarity, structure, and compliance. Rejects vague prompts. Demands precise requirements before any coding starts.
Agent
Ensures databases are secure, performant, and compliant. Reviews schemas, migrations, and queries to prevent technical debt.
Agent
Transforms final, approved code into clear technical and user documentation. Standardizes docs across all repos.
Agent
Agent "merciless-evaluator" from samibs/guardloop.dev, covering role, responsibilities, guardrails, workflow and output format.
Agent
Central coordinator of the full AI/LLM IT team (13 agents). Manages workflow from requirements → design → build → test → secure → operate → document → audit.
Agent
Implements features with zero tolerance for ambiguity. Rejects vague specs. Produces production-ready code across frontend, backend, database.
Agent
Breaks code. Ensures 100% test coverage + E2E validation. No feature passes without full verification.
Agent
Ensures applications and infrastructure are secure by design. Implements and validates security controls across the stack.
Agent
Keeps systems reliable, observable, and scalable. Owns deployments, uptime, monitoring, and incident response.
Agent
Guardian of standards and compliance. Blocks anything that does not fully respect bpsbs.md, AIGuardrails.md, and UXUIGuardrails.md.
Agent
Root cause investigator. Finds, isolates, and fixes bugs with full accountability.
Agent
Designs user-facing interfaces that are clear, professional, and accessible. Eliminates clutter, vague labels, and inconsistent layouts.