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ssdeanx
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Dec 11, 2025
ssdeanx
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- Added new zod version (3.25.76) to multiple agent modules for improved validation.
- Removed 'thinkingLevel' from agent configurations to simplify response modalities.
- Updated response modalities from ['TEXT', 'IMAGE'] to ['TEXT'] in various agents for consistency.
- Refactored memory initialization in pg-storage and upstash configurations.
- Adjusted sampling rates in stock analysis agent for better performance.
- Commented out unused langfuse configurations in mastra index.
- Added new zod version (3.25.76) to multiple agent modules for improved validation. - Removed 'thinkingLevel' from agent configurations to simplify response modalities. - Updated response modalities from ['TEXT', 'IMAGE'] to ['TEXT'] in various agents for consistency. - Refactored memory initialization in pg-storage and upstash configurations. - Adjusted sampling rates in stock analysis agent for better performance. - Commented out unused langfuse configurations in mastra index.
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✏️ Tip: You can customize this high-level summary in your review settings. WalkthroughThis PR removes the zod dependency from package.json and standardizes Google provider configurations across 20+ agent files by removing thinkingLevel settings and restricting responseModalities to TEXT-only. Configuration adjustments include disabling Langfuse observability, removing memory processors, and adjusting sampling rates in specific agents. Changes
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Summary of ChangesHello @ssdeanx, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request introduces a series of updates aimed at streamlining agent configurations and optimizing system performance. Key changes include simplifying agent response modalities, removing redundant configuration parameters, and cleaning up unused dependencies and integrations. The refactoring also touches upon memory initialization and prompt structures to enhance overall efficiency and maintainability. Highlights
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Pull request overview
This PR streamlines agent configurations and refactors memory initialization logic. The changes remove the thinkingLevel parameter from Google AI provider configurations across all agents, standardize response modalities to text-only output, and clean up memory initialization code. Additionally, the PR comments out Langfuse observability configuration and adjusts sampling rates for certain scorers.
Key Changes:
- Removed
thinkingLevelfrom all agentthinkingConfigobjects (20+ agents affected) - Changed
responseModalitiesfrom['TEXT', 'IMAGE']to['TEXT']across multiple agents for consistency - Refactored memory initialization by removing empty
processorsarrays in pg-storage and upstash configurations
Reviewed changes
Copilot reviewed 24 out of 25 changed files in this pull request and generated 2 comments.
Show a summary per file
| File | Description |
|---|---|
| src/mastra/index.ts | Commented out Langfuse observability configuration including exporters and sensitive data filtering |
| src/mastra/config/upstash.ts | Removed empty processors array from memory configuration |
| src/mastra/config/pg-storage.ts | Removed empty processors array and generateTitle config from memory initialization |
| src/mastra/agents/weather-agent.ts | Removed thinkingLevel from Google provider config |
| src/mastra/agents/stockAnalysisAgent.ts | Removed thinkingLevel, date template string, and detailed output format documentation |
| src/mastra/agents/scriptWriterAgent.ts | Removed thinkingLevel and changed responseModalities to TEXT only |
| src/mastra/agents/researchAgent.ts | Removed thinkingLevel and changed responseModalities to TEXT only |
| src/mastra/agents/reportAgent.ts | Removed thinkingLevel and changed responseModalities to TEXT only |
| src/mastra/agents/recharts.ts | Removed thinkingLevel from 4 chart-related agents, removed date template, removed responseQualityScorer, adjusted financialData scorer sampling rate |
| src/mastra/agents/package-publisher.ts | Removed thinkingLevel and adjusted taskCompletion scorer sampling rate |
| src/mastra/agents/learningExtractionAgent.ts | Removed thinkingLevel from Google provider config |
| src/mastra/agents/image_to_csv.ts | Removed thinkingLevel and changed responseModalities to TEXT only |
| src/mastra/agents/excalidraw_validator.ts | Removed thinkingLevel and changed responseModalities to TEXT only |
| src/mastra/agents/evaluationAgent.ts | Removed thinkingLevel and changed responseModalities to TEXT only |
| src/mastra/agents/editorAgent.ts | Removed thinkingLevel and changed responseModalities to TEXT only |
| src/mastra/agents/dane.ts | Removed thinkingLevel from 5 dane-related agents and changed responseModalities to TEXT only |
| src/mastra/agents/csv_to_excalidraw.ts | Removed thinkingLevel and changed responseModalities to TEXT only |
| src/mastra/agents/copywriterAgent.ts | Removed thinkingLevel and changed responseModalities to TEXT only |
| src/mastra/agents/contentStrategistAgent.ts | Removed thinkingLevel and changed responseModalities to TEXT only |
| src/mastra/agents/codingAgents.ts | Removed thinkingLevel conditionals from 4 coding agents, added missing thinkingBudget to some configs |
| src/mastra/agents/calendarAgent.ts | Removed thinkingLevel and changed responseModalities to TEXT only |
| src/mastra/agents/businessLegalAgents.ts | Removed thinkingLevel from 4 business/legal agents, changed responseModalities to TEXT only, removed google_search tool |
| src/mastra/agents/acpAgent.ts | Changed responseModalities to TEXT only |
| package.json | Removed zod override from overrides section |
| package-lock.json | Added zod 3.25.76 to multiple nested node_modules, adjusted peer dependency flags |
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Inconsistent comment syntax detected. Line 207 uses // followed by spaces, while line 210 uses /// (triple slash). This creates an uneven commenting style that may confuse readers. Standardize to use // consistently for all commented lines.
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| version: 'vnext', | ||
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| generateTitle: process.env.THREAD_GENERATE_TITLE !== 'true', | ||
| } |
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Missing comma after the closing brace. The object structure is incomplete - there should be a comma after line 175's closing brace since memoryOptions is followed by additional properties in the log info object. This will cause a syntax error.
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Code Review
This pull request introduces a series of updates to agent configurations, primarily removing the thinkingLevel property and standardizing responseModalities to simplify agent definitions. It also includes dependency cleanups, refactoring of memory initialization, and commenting out an unused langfuse configuration. The changes are generally positive, promoting consistency and simplification across the agent definitions. However, I've identified a couple of areas that warrant attention. In the stockAnalysisAgent, removing the explicit output format from the prompt without enabling structuredOutput could impact the reliability of its JSON output. Additionally, a change in the pg-storage configuration might have an unintended side effect on thread title generation. Please see the detailed comments for more information.
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src/mastra/agents/stockAnalysisAgent.ts (177-209)
The explicit <output_format> block has been removed from the prompt. While this cleans up the prompt, it also removes the explicit instructions for the model on how to structure its JSON output. Since structuredOutput is not enabled in the providerOptions for this agent, there's a risk that the model may not consistently produce valid JSON matching the expected schema (stockAnalysisOutputSchema). This could lead to parsing errors downstream. Please consider either re-adding a concise version of the output format to the prompt or enabling structuredOutput in the providerOptions to ensure reliable JSON generation.
src/mastra/config/pg-storage.ts (176)
The generateTitle option has been removed from the memory configuration. Previously, its value was determined by process.env.THREAD_GENERATE_TITLE !== 'true', which disabled title generation if the environment variable was set to 'true'. By removing this line, the behavior will now fall back to the default setting in the Memory class. This might be an unintended side effect of the refactoring. If the intention was to always enable title generation, this change is fine, but it removes the ability to disable it via the environment variable. Please confirm if this change in behavior is intended.
Greptile OverviewGreptile SummaryStandardized agent configurations by removing Key Changes:
Critical Issue:
Observability Impact: Confidence Score: 2/5
Important Files ChangedFile Analysis
Sequence DiagramsequenceDiagram
participant Dev as Developer
participant Config as Agent Config
participant Memory as Memory System
participant Provider as Google AI Provider
participant Telemetry as Langfuse Telemetry
Note over Dev,Telemetry: PR #38: Configuration Standardization
Dev->>Config: Remove thinkingLevel from all agents
Note right of Config: Simplifies agent configuration<br/>across 20+ agents
Dev->>Config: Update responseModalities: ['TEXT']
Note right of Config: Removes IMAGE support<br/>for consistency
Dev->>Provider: Apply standardized thinkingConfig
Provider-->>Config: Uses includeThoughts + thinkingBudget only
Dev->>Memory: Remove empty processors array
Note right of Memory: Fixes syntax in pg-storage.ts<br/>and upstash.ts
Dev->>Memory: Remove generateTitle from log.info
Note right of Memory: ⚠️ Missing comma after workingMemory<br/>causes syntax error
Dev->>Telemetry: Comment out langfuse config
Note right of Telemetry: Disables observability<br/>and monitoring
Dev->>Config: Remove top-level zod dependency
Note right of Config: Now relies on nested<br/>zod 3.25.76 from sub-packages
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| version: 'vnext', | ||
| }, | ||
| generateTitle: process.env.THREAD_GENERATE_TITLE !== 'true', | ||
| } |
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syntax: missing comma after closing brace - this will cause a syntax error
| } | |
| }, |
Prompt To Fix With AI
This is a comment left during a code review.
Path: src/mastra/config/pg-storage.ts
Line: 175:175
Comment:
**syntax:** missing comma after closing brace - this will cause a syntax error
```suggestion
},
```
How can I resolve this? If you propose a fix, please make it concise.1 participant
