timescale/tiger-agents-for-work
Mar 2026 – Mar 2026
1 Month active
Languages Used
Python
Technical Skills
AI DevelopmentBackend DevelopmentPydanticSlack API Integration
Justin Murray
PROFILE
Justin Murray
Worked on the timescale/tiger-agents-for-work repository to enhance AI-driven Slack interactions by improving context awareness within message threads. Developed a feature that retrieves up to 20 prior messages from a Slack thread and injects them into the AI’s context, enabling more accurate and relevant responses while reducing unnecessary external tool calls. The implementation involved creating new functions for thread history retrieval, updating agent generation to pass message history, and refactoring data models and context handling across multiple modules. Utilized Python, Pydantic, and Slack API integration to deliver a leaner backend architecture focused on business value and reduced response latency.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
128
Activity Months1
Your Network
6 peopleWork History
March 2026
1 Commits • 1 Features
Mar 1, 2026March 2026 monthly summary for timescale/tiger-agents-for-work focusing on delivering business-value through enhanced Slack context, improved AI accuracy, and leaner architecture.
1 Commits • 1 Features
Mar 1, 2026March 2026 monthly summary for timescale/tiger-agents-for-work focusing on delivering business-value through enhanced Slack context, improved AI accuracy, and leaner architecture.
March 2026
Activity
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Quality Metrics
Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage60.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
AI DevelopmentBackend DevelopmentPydanticSlack API Integration
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