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How AI can improve site reliability engineering

The AI code avalanche is changing production environments faster than operations engineers can rebuild their mental models of them. AI models can help.

Jul 30, 2026 6 mins

Development Tools Devops Generative AI

AI agents need security regression testing, not another checklist

In traditional software engineering, serious bugs become regression tests. We should apply the same rigorous approach to agent security.

Jul 30, 2026 6 mins

Application Security DevSecOps Devops

Microsoft updates MCP C# SDK for stateless MCP

Version 2.0 of Microsoft’s official C# SDK for Model Context Protocol servers and clients implements the recent revision of the MCP spec that makes the protocol stateless by default.

Jul 29, 2026 2 mins

C# Generative AI Microsoft .NET

Why open source matters in an AI world

Even hardware companies like Nvidia know they can sell more products to more people if they give software developers what they want.

Jul 29, 2026 4 mins

Artificial Intelligence Generative AI Open Source

Lessons from Tesla’s AI strategy

Public cloud remains the easy path for AI, but Tesla and others believe that owning and controlling AI infrastructure is a better long-term bet.

Jul 28, 2026 6 mins

Data Governance Data and Information Security Generative AI

Will open weights make AI more honest?

Open source software gives us a paradigm for open-weight models, reducing dependence on the model providers and expanding what application companies can build.

Jul 28, 2026 9 mins

Artificial Intelligence Generative AI Open Source

Anthropic releases ‘more efficient’ Claude Opus 5

Claude Opus 5 is state-of-the-art on coding and knowledge tasks, more than doubling the performance of Opus 4.8 at the same cost, according to Anthropic.

Jul 26, 2026 2 mins

Artificial Intelligence Generative AI Software Development

Google CEO distracts from Gemini 3.5 Pro delay with talk of Gemini 4 and monthly releases

A more frequent model release cycle may bring faster improvements to capabilities and pricing, but CIOs will pay the price in testing, governance and validation, analysts say.

Jul 23, 2026 3 mins

Artificial Intelligence Generative AI

Determining the ROI of AI requires data that most companies lack

An AI provider invoice gives you tokens consumed by model, with optional grouping by API key. If you want to know what AI cost drove which customer or feature, you have to capture that data yourself.

Jul 23, 2026 9 mins

Devops Generative AI Software Deployment

Agentic coding is everywhere

As open source projects embrace agentic coding, software is becoming AI code all the way down.

Jul 22, 2026 4 mins

Development Tools Generative AI Open Source