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voratiq
by voratiq
Ensemble-driven code generation with built-in agent evaluation
TypeScript
Updated May 5, 2026
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How It Works
Orchestrates ensembles of coding agents to design, generate, and select the best code for a given task using the Orchestrator-Worker Pattern. Uses spec-driven prompts, sandboxed execution, and evaluator agents to produce and rank candidate solutions. Notable for combining multi-agent proposal/selection cycles with built-in evaluation hooks for code correctness and safety, guided by the Mutual Verification Pattern.
Why It Matters
As agents are asked to write and modify code, comparing outputs and tracking which agents consistently succeed becomes essential for trust. Voratiq provides an ensemble workflow and evaluation loop that surfaces which agents produce reliable solutions and which fail silently, underscoring the need for a Safety Layer.
When to Use
Teams building programmatic code-generation pipelines who want to compare multiple LLM-based coders and surface the most reliable outputs. Leverage the Agent Protocol to coordinate tool use and governance across agents.
Applications
- Compare multiple LLM-based coders to select the most correct implementation
- Run sandboxed execution and evaluation loops to catch runtime failures before deployment
- Build spec-driven agent pipelines that iteratively propose and refine code
Works With
openaianthropicgoogle
Topics
agent-orchestrationclaude-codeclicode-generationcodexcoding-agentsevalsgemini-clillm-evaluationmulti-agent+2 more
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Keywords
multi-agent trustcode-generationagent-to-agent evaluationspec-driven-development