[Roadmap] CozeLoop Q3 2025 Iteration Plan

[lsy357]

Target Quarter

2025 Q3

Proposed Themes & Goals

Theme 1: Project Deployment Optimization

• Release Docker image. Solve user feedback on time-consuming building, platform compatibility issues, etc. Community Issue Provide the cozeloop-app Docker image for direct deployment - no packaging or compilation required #42
• Component support for environment variable configuration, which is a easier way to solve component port conflict issue. Community Issue
• Support deployment with K8S. Community Issue [FEATURE] Support deploy k8s by helm charts #65

Theme 2: Platform Experience Optimization

• Build platform-based model management, replacing the configuration-based management. Community Issue ollama configuration error #16 [FEATURE] Visual Configuration of Models #212
• Frontend I18N performance optimization. [FEATURE] Frontend I18N performance optimization #213

Theme 3: Prompt Feature Iteration

• Prompt as a service. Allowing users to easily use predefined high-quality prompts. [FEATURE] Prompt as a Service #202
• Supports for Jinja2 templates. [FEATURE] Prompt supports Jinja2 #203
• Prompt version supports labels. [FEATURE] Prompt version support tag #204

Theme 4: Evaluation Feature Iteration

• Experiment results support manual annotation. [FEATURE] Experiment results support manual annotation #205
• Allow skipping target execution nodes in experiment configuration. Users can collect content for evaluator execution directly. [FEATURE] Optional Evaluation Targets/Evaluators #206
• Experiment report support export. [FEATURE] Experiment Report Support Export #207

Theme 5: Observation Feature Iteration

• Support trace reporting with OpenTelemetry protocol. Community Feedback Issue [FEATURE] support the backend of opentelemetry-collector #76
• Open source data recycling. [FEATURE] Open source Trace export to evaluation set #215 [FEATURE] Open source automation tasks based on Trace #214
• Open source statistics module.

Open Discussion

• We will plan to open source the integration with coze-studio in the longer term, such as evaluation/observation. Community Issue Why are there only Prompt evaluation targets and no CozeBot types available? #33

Community Collaboration

• We regularly collect community feedback and plan our support accordingly. Issues with high popularity will be given priority.
• You can feel free to submit a PR for issues labeled help wanted or good first issue. If you are contributing significant changes or the issue is already assigned to other assignees, please discuss with the assignees first.