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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.

Jul 10, 20269 mins

Application Life Cycle ManagementDevopsEngineer

Three keys to deploying AI agents

Jul 9, 20269 mins

DevopsGenerative AISoftware Deployment

Why agentic systems need microsegmentation

By Jeremy Colvin

Jul 6, 20266 mins

Application SecurityDevopsSoftware Deployment

Why an idempotency key isn't an idempotency guarantee

By Violetta Pidvolotska

Jul 2, 202612 mins

DevopsLibraries and FrameworksSoftware Development

What do AI observability tools actually do?

By Shahar Azulay

Jul 2, 20268 mins

DevopsGenerative AISoftware Deployment

Microsoft MCP server gives AI assistants access to MSBuild logs

Jun 30, 20262 mins

Build AutomationDevelopment ToolsDevops

What will AI-first UX look like?

By Isaac Sacolick

Jun 2, 202610 mins

Development ApproachesDevopsGenerative AI

How to succeed with AI-powered devops tools

Jun 1, 202611 mins

Application SecurityDevSecOpsDevops

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

By Anirban Ghoshal

May 25, 20265 mins

Artificial IntelligenceDevopsSoftware Development

Articles

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 these AI-based methods into developing resilient applications.

By Isaac Sacolick

May 5, 2026 12 mins

Code EditorsDevelopment ToolsDevops

Improving AI agents through better evaluations

Most companies don’t have an AI quality problem. They have an AI measurement problem.

May 4, 2026 10 mins

App TestingArtificial IntelligenceDevops

The Terraform scaling problem: When infrastructure-as-code becomes infrastructure-as-complexity

Terraform scales beautifully — until it doesn't. Explore the real challenges engineering teams face with Terraform at scale and the AI-assisted solutions reshaping IaC management.

Apr 7, 2026 14 mins

Cloud ManagementDevelopment ToolsDevops

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

What enterprise devops teams should learn from SaaS

How can enterprise devops teams improve the resiliency of their mission-critical apps, integrations, and data pipelines? Look to the practices of SaaS providers.

By Isaac Sacolick

Apr 7, 2026 9 mins

CareersDevopsSaaS

7 safeguards for observable AI agents

Devops teams must implement observability standards now to avoid the coming wave of AI technical debt.

By Isaac Sacolick

Mar 24, 2026 10 mins

Application SecurityDevSecOpsDevops

The reliability cost of default timeouts

How unbounded waiting turns slowness into outages.

By Violetta Pidvolotska

Feb 27, 2026 11 mins

Cloud ArchitectureData ArchitectureDevops

Lightrun unveils AI SRE to find and fix software production errors

AI-powered SRE assistant correlates service-level issues with proven root causes and validates fixes in live environments.

Feb 26, 2026 2 mins

Artificial IntelligenceDevopsGenerative AI

AI agents and bad productivity metrics

Generating code without a rigorous validation framework is not engineering. It is simply mass-producing technical debt.

Feb 23, 2026 7 mins

Code SecurityDevopsSoftware Deployment

The 200ms latency: A developer’s guide to real-time personalization

User engagement metrics do not care about the complexity of your AI model. They care about latency.

By Manoj Yerrasani

Feb 19, 2026 9 mins

Cloud ArchitectureData ArchitectureDevops

What happens when you add AI to SAST

Bringing AI agents and multi-modal analysis to SAST dramatically reduces the false positives that plague traditional SAST and rules-based SAST tools.

Feb 19, 2026 9 mins

App TestingApplication SecurityDevSecOps

GitHub readies agents to automate repository maintenance

A technical preview promises to take on the unrewarding work in DevOps, but questions remain about controls over costs and access.

By Anirban Ghoshal

Feb 18, 2026 6 mins

DevopsGitHubVersion Control Systems

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Visual Studio Code backs multi-chat Claude sessions

Jul 13, 20262 mins

Development ToolsIntegrated Development EnvironmentsVisual Studio Code

OpenClaw becomes a nonprofit foundation as it seeks to be ‘the Switzerland of AI’

By Evan Schuman

Jul 13, 20268 mins

Artificial IntelligenceGenerative AISoftware Development

Go-based TypeScript 7.0 arrives

Jul 13, 20262 mins

Programming LanguagesSoftware DevelopmentTypeScript

Gemma 4 runs general-purpose AI locally (and quickly)

Jun 18, 20265 mins

A first look at Pyrefly 1.0

Jun 9, 20265 mins

A look at Mojo 1.0, a Python-like Rust contender

Jun 2, 20265 mins