Every Template Tested.
Every Test Runs Nightly.
Every Result Visible.
Other platforms offer templates. JieGou offers tested, scored, and continuously evaluated templates — backed by 14,652+ automated tests, nightly CI, and real-time health badges.
Quality Infrastructure
Six pillars of template quality
Creating templates is easy. Maintaining quality at scale requires infrastructure. Here's what backs every JieGou department pack.
Automated Testing at Scale
Every recipe in every department pack has automated test cases. 14,652+ tests run nightly to catch regressions, model drift, and quality degradation before they affect your team.
Nightly CI Pipeline
Every test suite runs every night against live LLM providers. Results update health badges in real-time. Your team always knows the current quality status of every recipe.
Health Badges & Trust Dashboard
Every recipe has a visible health badge (green/yellow/red) based on success rate, user feedback, and prompt drift detection. Department managers get a trust dashboard showing aggregate quality across their entire pack.
AI Bakeoffs for Model Selection
Before deploying a recipe, run AI Bakeoffs to A/B test it across different models with statistical rigor. Compare Claude vs. GPT vs. Gemini on YOUR data, not benchmarks.
Prompt Drift Detection
When teams customize recipes, JieGou tracks how far the modified version has drifted from the tested baseline using Levenshtein similarity. Recipes that drift too far get flagged for review.
LLM-as-Judge Evaluation
Beyond automated tests, recipes are evaluated by an LLM judge that scores output quality, relevance, and adherence to instructions. Multi-judge evaluation with Kendall's tau correlation for scoring consistency.
20 Departments
Quality-scored packs for every team
Each department pack is purpose-built, tested, and continuously evaluated. Install a pack and get production-ready AI workflows in minutes.
Templates that are tested, not just created
14,652+ automated tests. Nightly CI. Health badges. Trust dashboard. AI Bakeoffs. The quality infrastructure your department deserves. Deploy in minutes, not months.