Devops | InfoWorld

Relief from the bookkeeping of change management

Many change management processes are necessarily heavyweight. But for changes that are reversible, there’s an opportunity to lighten the load.

By Joseph Michela

Aug 13, 20267 mins

Cloud ComputingCloud ManagementDevops

Articles

Getting from black-box AI to glass-box AI

Black-box AI may have been acceptable when AI primarily generated predictions. It becomes far more problematic when AI begins taking actions.

By Lucas Thelosen

Jul 16, 2026 7 mins

Application SecurityDevSecOpsDevops

How to teach SRE AI agents to fail safely and earn your team's trust

AI can handle messy SRE incidents, but only if we give it strict guardrails and keep humans in the driver's seat when things go wrong.

By Neel Shah

Jul 10, 2026 9 mins

Application Life Cycle ManagementDevopsEngineer

Three keys to deploying AI agents

Building agents is misleadingly easy. Three architecture layers should determine what reaches production.

By Dan Graves

Jul 9, 2026 9 mins

DevopsGenerative AISoftware Deployment

Why agentic systems need microsegmentation

Using APIs to enforce policy at the boundary between interacting systems is no longer enough.

By Jeremy Colvin

Jul 6, 2026 6 mins

Application SecurityDevopsSoftware Deployment

Introducing the Redis/Intel Benchmarks Specification for Performance Testing, Profiling, and Analysis

Redis and Intel are collaborating on a “zero-touch” performance and profiling automation to scale Redis’s ability to pursue performance regressions and improve database code efficiency.

By Filipe Oliveira and Martin Dimitrov

Feb 21, 2023 8 mins

Build Automation

Why an idempotency key isn't an idempotency guarantee

Claim, intent, memory and boundary: Four assumptions an idempotency key rests on.

By Violetta Pidvolotska

Jul 2, 2026 12 mins

DevopsLibraries and FrameworksSoftware Development

What do AI observability tools actually do?

It’s a seemingly simple question, but there isn’t a satisfying answer today.

By Shahar Azulay

Jul 2, 2026 8 mins

DevopsGenerative AISoftware Deployment

Microsoft MCP server gives AI assistants access to MSBuild logs

The Microsoft Binlog MCP Server enables AI-powered build failure diagnosis, property tracing, performance analysis, and build comparison through natural language queries.

By Paul Krill

Jun 30, 2026 2 mins

Build AutomationDevelopment ToolsDevops

What will AI-first UX look like?

As workflows evolve into collaborations between humans and AI agents, traditional user experiences based on forms, dashboards, and manual spreadsheets will be swept away.

By Isaac Sacolick

Jun 2, 2026 10 mins

Development ApproachesDevopsGenerative AI

How to succeed with AI-powered devops tools

AI-powered tools can help teams accelerate processes throughout the software development life cycle. Here’s how to make them work.

By Bob Violino

Jun 1, 2026 11 mins

Application SecurityDevSecOpsDevops

Google adds open source Agent Executor to support AI agents in production

The new runtime could help enterprises address operational challenges tied to scaling AI agents in production, although broader governance concerns persist, analysts say.

By Anirban Ghoshal

May 25, 2026 5 mins

Artificial IntelligenceDevopsSoftware Development

9 application security startups combating AI risks

AI is collapsing the security boundaries between code, pipeline, and runtime. These startups are racing to fill the gaps.

By Victor Garza

May 20, 2026 17 mins

Application SecurityDevSecOpsDevops

Vibe coding or spec-driven development? How to choose

Whether they are competing approaches or complementary, there are good ways to incorporate both of these approaches to AI coding into developing resilient applications.

By Isaac Sacolick

May 5, 2026 12 mins

Code EditorsDevelopment ToolsDevops