Unexpected results in Azure AI Hybrid Search arise from the interaction of full-text and vector search methods, necessitating careful filtering to ensure accuracy.
The blog post discusses the challenges and solutions involved in maintaining separate telemetry streams for a SaaS platform that publishes Azure Marketplace offers. It details the implementation of a dynamic telemetry routing syst...
A dynamic telemetry routing solution for a SaaS platform enables separate observability stacks for customers while correlating traces in Azure Application Insights.
The post shares valuable insights from ingesting millions of technical documents for RAG on Azure, highlighting architecture, indexing, and evaluation strategies.
The post compares manual and automated PII masking methods in observability pipelines, emphasizing the operational challenges and the importance of developer discipline for effective data privacy.
A guide on safely running AI coding agents in cloud VMs, focusing on isolation, task management, and notification systems for efficient coding workflows.
The post compares manual and automated PII masking methods in observability pipelines, emphasizing the operational challenges and the importance of developer discipline for effective data privacy.
The blog post discusses the challenge of quantifying the impact of AI assistants on software development. It introduces a method for tracking AI contributions using git trailers, which allows developers to attribute AI usage in th...
A showcase of telemetry redaction using Microsoft Presidio, featuring client-side PII masking and practical demos for developers in regulated industries.
A method for tracking AI assistant contributions in software development using git trailers and hooks is presented, enhancing visibility in version control history.
Atlas effectively navigates and extracts data from Dubizzle but fails to repeat actions reliably, resulting in incomplete and inaccurate outputs.
The author discusses the challenges of maintaining focus while coding with AI agents due to short waiting times that lead to distractions. To combat this, they created a simple timer app using GitHub Spark, which allowed for quick...
A simple timer app built with GitHub Spark addresses focus issues while coding with AI agents, showcasing the ease of creating personalized tools.
...
...
0Created Focus!
2025-10-12 •
...
0Built a minimalist team tracker
2025-10-14 •
...
0Built a minimalist team tracker
2025-10-14 •
...
0Created Focus!
2025-10-12 •
...
0Creation of KoppelWerk
2025-02-07 •
...
0Built a minimalist team tracker
2025-10-14 •
...
0Created Focus!
2025-10-12 •
...
0Creation of KoppelWerk
2025-02-07 •
...
The document outlines insights from an engagement with a partner, focusing on an AI Orchestrator as a backend for a copilot for digital twins. It discusses the milestone to index ~200k documents within 7 days, while chunking, embe...