Tag

AI agents

108 articles

Latest in AI agents

The Agent Failure Your Approval Gate Can’t Catch

An agent that does the wrong thing leaves evidence — a bad diff, a malformed record, a customer complaint. An agent that does nothing and reports success leaves a green checkmark, and green is the one signal your incident process…

Oct 9, 20263 min

All AI agents Articles

Showing 1–24 of 108

Oct09

Blogs

OllyGarden Extends AI Agent to Identify Instrumentation Gaps

OllyGarden expands its Rose AI agent with Minimum Viable Instrumentation to identify observability gaps, optimize OpenTelemetry data and reduce telemetry costs.

3 min

Oct07

Blogs

DevOps Has Always Been Hard to Define. Does a Standard Help?

The new DevOps Standard deserves a serious reading. Its lasting value will depend on whether it helps organizations apply shared principles as people and agents take on different r…

3 min

Oct07

Blogs

Federated Query at Petabyte Scale: A Deployment Pattern for a Governed AI-Agent Data Layer

A federated query architecture can reduce data duplication and latency while creating a governed, auditable data layer that enterprise AI agents can safely access.

3 min

Oct02

How to Move AI SRE Agents From Demo to Production

An AI agent that works on an engineer’s laptop can feel like a breakthrough. It can read logs, query observability tools, inspect cloud resources and connect a failed deployment to…

3 min

Sep29

env zero Previews Control Plane for Agentic DevOps Workflows

env zero’s EZ Control introduces an agentic DevOps control plane that detects infrastructure drift, applies policy-driven remediation and keeps automated changes attributable, reve…

3 min

Sep28

Docker Introduces Open Sandbox Kit Spec for AI Agent Permissions

AI agents are getting good at probing the boundaries developers put around them. Their ability to improvise makes them hard to contain. “You ask for something in a very high-level,…

3 min

Sep24

Why Plan Review Stopped Working

The control that held your infrastructure together was plan review, meaning a person reading a diff and deciding whether to approve it. Not the policy document and not the pipeline…

3 min

Sep21

GitLab Tightens Rate Limits as Coding Agents Drive Demand

GitLab is introducing new rate limits for its cloud-based DevOps platform as growing demand from AI agents and automated development tools increases pressure on its infrastructure.…

3 min

Sep18

Blogs

Anthropic Adds a Coordinator to Claude Projects for Running AI Work in Parallel

Anthropic’s redesigned Claude Projects coordinates parallel Claude Code sessions, delegates work across branches and brings the results back through familiar pull-request review wo…

3 min

Sep16

Blogs

The Three Tiers of Agentic Incident Response: When to Trust AI Autonomy

A three-tier model for agentic incident response balances AI automation with human oversight, matching autonomy to risk, reversibility, blast radius and diagnostic confidence.

3 min

Sep15

Blogs

Factory Raises $200M as It Builds Agents Across the Software Lifecycle

Enterprise coding agent startup Factory announced it has raised $200 million at a $5 billion valuation, more than tripling its valuation from its last funding round five months ago…

3 min

Sep10

Blogs

Why AI Agents Shouldn’t Guess at Vulnerability Exploitability

Vulnerability prioritization is not a language problem. The safest agent architectures use models to interpret and explain, while deterministic systems traverse the evidence. Ask a…

3 min

Sep09

Blogs

GitHub Puts Guardrails on Copilot’s Sandbox Inside JetBrains IDEs

JetBrains IDEs are where a lot of enterprise backend work happens — Java, Kotlin, Spring, big monorepos with a lot to break. So when an AI coding agent starts running shell command…

3 min

Sep09

Blogs

AI Has Turned Verification Into the New DevOps Bottleneck

The next DevOps challenge is not generating more software. It is proving, quickly and repeatedly, that a growing volume of machine-generated change is fit to ship.

3 min

Sep08

Blogs

GitHub’s New Copilot Feature Takes the Guesswork Out of Picking AI Models

GitHub’s Project HydraFusion brings multi-model orchestration to Copilot, automatically routing coding tasks across AI models to balance quality, cost and complexity.

3 min

Sep04

Blogs

Observability’s Gaslighting Problem: “Send Less Data” Isn’t a Strategy

A familiar pattern is emerging in observability conversations. As telemetry volumes grow and costs rise, the default recommendation is often to collect less data: Sample more, reta…

3 min

Aug27

How to Build a Durable Change-Control Gate for AI Agents

AI agents that trigger real-world changes need more than confidence scores. A durable change-control gate should recheck policy, require approval for consequential actions, enforce…

3 min

Aug26

The Missing Runtime for Long-Running AI Agents

Enterprise AI agents need more than stronger models. They need durable execution environments that can coordinate multi-step workflows, survive failures, pause for human review and…

3 min

Aug24

Blogs

Preparing Infrastructure for the Next Phase of Agentic AI

Agentic AI is changing government infrastructure requirements, pushing agencies to rethink workflows, observability, data movement and resource prioritization before investing in n…

3 min

Aug19

Blogs

Claude Code’s Temporary Usage Boost Expires Tonight. Here’s What Actually Changes

Anthropic’s temporary 50% increase to Claude Code weekly usage limits expires August 19, reducing available capacity for developers and DevOps teams without lowering subscription p…

3 min

Aug19

Blogs

Are LLMs Equally Good (or Bad) at Building Secure Software?

An SCW study finds a large variance in how frontier and budget LLMs perform across different frameworks, and explains the striking cost variance.

3 min

Aug19

Blogs

What the Microservices Era Can Teach Us About AI

AI agents are not just microservices with LLMs attached. Their long-running, non-deterministic workflows demand durable execution, per-step identity, governance and observability.

3 min

Aug17

Blogs

GitHub Copilot’s Latest Update Bets on Model Choice, Not Model Loyalty

GitHub’s latest Copilot updates add Kimi K3, MAI-Code-1.1-Flash, Agent Plugins 1.0, model switching, CLI improvements, and local Ollama support.

3 min

Latest in AI agents

The Agent Failure Your Approval Gate Can’t Catch

Oct 9, 20263 min