AI Agent Verification: Prove the Outcome, Not the Tool Call
AI agent verification: prove runtime outcomes, not just tool call success. Separate acceptance, config, convergence, and service results.
AI agent verification: prove runtime outcomes, not just tool call success. Separate acceptance, config, convergence, and service results.
Release notes for datasette-publish-fly 1.4, a Datasette plugin for publishing data using Fly.io, with HTTPS and bug fixes.
A developer deploys a C# agent to Microsoft Foundry but discovers it responds as ChatGPT, tracing the issue to deploying from the wrong Git revision.
Guide to deploying Microsoft Agent Framework applications to Microsoft Foundry using Docker containers, covering Dockerfile creation, local testing, and pushing to Azure Container Registry.
A recap of EuroPython 2026 in Krakow, Poland, from a PyCharm team member's perspective, including talks, booths, and community events.
A developer buys a Hetzner server named Mercury, deploys sites using Dokploy, and reflects on Heroku's legacy and deployment UX.
Guide to deploying an ADK agent to Agent Platform using a Python script and configuring environment variables.
Using flock to prevent overlapping cron jobs in auto-deploy scripts for homelab setups.
Fixing Blazor Server unresponsiveness in Azure App Service due to disabled WebSockets.
Key questions for developers, managers, and stakeholders to audit a Rails codebase and identify technical debt and process issues.
Key questions for developers, managers, and stakeholders to audit a software codebase and identify process issues.
Heroku is officially shutting down, prompting developers to migrate to alternative PaaS providers and self-hosted solutions.
A tutorial on implementing real-time deploy notifications in a Next.js application using polling and toast alerts to prompt users to refresh.
A comprehensive checklist for securing and ensuring high availability of SQL Server database applications, covering deployment, operations, and resilience.
A technical guide on deploying the Open WebUI AI platform on Azure, covering architecture, security, and Infrastructure as Code.
A technical checklist for database application vendors to ensure SQL Server security, high availability, and best practices in deployment and operations.
A tutorial on building a simple Laravel application and deploying it to the Sevalla PaaS platform for easy, serverless hosting.
A technical walkthrough of rebranding and deploying the aspire.dev website using the Aspire deployment tools, focusing on platform choices and migration strategy.
A guide to upgrading an eShopLite project to use .NET Aspire 9.4 and GPT-5 models via Azure AI Foundry for cleaner code and deployment.
A technical guide on deploying a multi-agent AI system using MCP and A2A protocols to Azure Container Apps, with components for conversation, tools, and specialized agents.