Pasi Huuhka
DevOps, Azure, and building software with AI.
Hill climbing a UI with coding agents
I let coding agents improve a UI against a score from two model reviewers for 48 hours. 23 rounds and 190 PRs later, here's what worked, what the scores got wrong, and when I'd stop.
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57 articles
- 16 min
Hill climbing a UI with coding agents
- 12 min
Talking to my coding agents with OpenWhispr and Microsoft Foundry
- 14 min
Building your own PR reviewer with coding agents
- 10 min
Testing Cloudflare's Code Mode on Azure DevOps MCP
- 5 min
Enabling Custom (Bicep) Language Server support in OpenCode
- 14 min
How I currently develop with LLM models (Early 2026)
- 8 min
Designing a shared OpenTelemetry contract for AI services on Azure
- 10 min
Semantic Kernel to Microsoft Agent Framework: Practical reflections
- 10 min
Preserving MCP session continuity with Redis
- 10 min
Practical experiences with Azure APIM AI Gateway and imported Foundry endpoints
- 7 min
Shipping signed config updates to local AI tooling
- 11 min
Browser verification for coding agents: Chrome DevTools MCP vs agent-browser
- 10 min
Securing remote MCP servers with Entra ID without breaking reconnects
- 4 min
Primary vs Subagents in LLM harnesses
- 10 min
Automating Azure DevOps workload identity service connections end to end
- 4 min
Connecting OpenCode with Microsoft Foundry Models
- 5 min
Research - Plan - Implement
- 6 min
Azure AI Dev Platform Fundamentals
- 5 min
A mental model for LLM tooling primitives
- 14 min
A simple document processing pipeline that worked
- 7 min
Wrapping your head around Azure AI Foundry resources
- 5 min
Intro to Managed DevOps Pools
- 4 min
Using Bicep to manage Microsoft Graph
- 8 min
Setting up Kubernetes as an External Identity Provider for Workload Identity Federation
- 4 min
How does workload identity federation actually work?
- 4 min
Quick ways of getting ObjectIds
- 6 min
Troubleshooting Azure App Service and Functions
- 5 min
Entra ID Groups in Azure SQL don't have a default schema
- 2 min
Simple Log Aggregation with Azure Metrics Aggregator
- 12 min
Azure DevOps Agents in Azure Container Apps
- 5 min
Azure DevOps Agents using Managed Identitites
- 4 min
User Assigned Managed Identities with Azure DevOps Service Connections
- 9 min
Using Azure AI Speech SDK with Go
- 8 min
Saving custom data into Log Analytics from a Go application
- 10 min
Simple Azure app deployment automation for Developers
- 7 min
Monitoring Setup for Azure AD B2C tenants
- 5 min
DevOps for Azure Workbooks
- 6 min
Tips for using Azure Workbooks - Part 2
- 5 min
Tips for using Azure Workbooks - Part 1
- 6 min
Updating Azure DevOps Azure Automatic Service Principal secrets
- 9 min
Business benefits of robust telemetry practices
- 6 min
Personalizing your GitHub Codespace
- 6 min
Getting started with GitHub Codespaces
- 4 min
I've been awarded the Microsoft Azure MVP title!
- 9 min
Azure Pipelines YAML Trigger Overview
- 6 min
Simple staging slots for Azure Storage Static Websites
- 9 min
App Service Imported SSL Certificate from Key Vault in another Subscription
- 2 min
My presentations from Global Azure Virtual
- 9 min
Runtime Artifact selection in Azure Pipelines YAML
- 4 min
AZ-500 Study Guide
- 5 min
Troubleshooting Azure Data Factory v2 Git integration
- 10 min
Automating Azure Private Link - Private Endpoints for Azure Storage
- 7 min
Updating ARM schema & apiVersion values
- 6 min
Figuring out undocumented ARM templates
- 1 min
Build your CI with Azure Pipelines YAML
- 6 min
Automating .NET EF Core SQL Migration scripts
- 4 min
DevOps flow in Azure Data Factory V2
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