McGillivray LAB

Investment Research Workflow

June 24, 2025 Technology

A multi-agent investment research system built with Pydantic-AI that autonomously gathers data, performs financial analysis, and generates actionable investment insights.

#AI #Agents #Investment #Financial Analysis #Pydantic-AI #Multi-Agent #Research #Automation #Finance

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Agentic Reliability Engineering

May 29, 2025 DevOps

Exploring how AI agents can revolutionize Site Reliability Engineering by automating incident response, reducing search space, and augmenting human expertise through intelligent orchestration.

#SRE #AI #Agents #Orchestration #Incident Response #Reliability #Atomic Agents

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Agentic SRE

May 25, 2025 DevOps

A overview of agentic SRE landscape, exploring how AI-driven systems tackling incident response, root cause analysis, and reliability engineering across modern infrastructure platforms.

#SRE #AI #AIOps #Incident Management #Platform Engineering #Observability #Automation #DevOps

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Evaluating LLM Performance on Specialized Tasks

April 28, 2025 Technology

A comprehensive guide to evaluating and optimizing Large Language Models for specialized tasks, covering metric selection, semantic analysis, worst-case performance assessment, and best practices for systematic LLM evaluation.

#LLM #AI #Machine Learning #Evaluation #Metrics #Performance #NLP #Data Science #Optimization

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Welcome to My New Website: Backend Decitions for a Python-Powered Static Site

January 15, 2024 announcement

Introducing my new site built with a custom static site generator, featuring markdown support, code highlighting, and fast performance.

#python #web-development #static-site #aws

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