Tag

AI Governance

60 articles

Latest in AI Governance

Gas Town Builder: All AI Software Factories Are Bespoke

Gas Town creator Steve Yegge warns that AI-powered software factories are inherently bespoke and require ongoing human supervision. As autonomous agents take on more development tasks, DevOps teams must evolve into leaders capable…

Nov 4, 20263 min

All AI Governance Articles

Showing 1–24 of 60

Nov03

Blogs

The New Frontier: Managing Human+AI Agent Software Development Teams

As AI writes more code, software quality faces new risks. SmartBear research highlights why human oversight, testing and governance remain essential.

3 min

Nov02

Blogs

Your Coding Agent Needs Production Discipline

I see engineers handing work to coding agents every day. Consider a straightforward assignment: Add an endpoint to an internal service, run the tests, and open a pull request. The…

3 min

Oct29

Blogs

Design and Specifications Are Not What Is in Your Infrastructure

Cyber Asset Intelligence helps CTOs uncover hidden dependencies, reduce technical debt and make smarter architecture decisions with runtime visibility.

3 min

Oct23

The Automation Confidence Gap: When Should AI Be Allowed to Change Production?

AI-generated infrastructure recommendations can look convincing, but production execution requires more than a plausible runbook. A seven-factor confidence index helps platform tea…

3 min

Oct22

When the Agent is the Incident

When AI remediation agents make the wrong infrastructure decisions, automated fixes can quickly escalate into major incidents. This seven-step incident response playbook explains h…

3 min

Oct16

Figma Gives AI Agents a Spec Sheet and Developers a Shared Canvas

Figma introduces Specs, code layers and expanded MCP tools to connect AI agents, designers and developers while improving design-to-code workflows.

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

Oct05

Blogs

Open Source Mod Brings Rate Limits, Costs and CI Status Into View for Claude Code Users

Claude Statuspane gives developers real-time visibility into Claude Code context use, rate limits, costs and CI status, highlighting a growing need for agent observability.

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

Sep23

Blogs

Your AI Coding Assistant Has the Keys to the Repo. Z.ai Just Showed Why That Matters

ZCode’s default-on indexing feature reportedly uploaded entire developer workspaces to cloud storage, highlighting why AI coding assistants should be treated as privileged software…

3 min

Sep23

Blogs

Why Shift Left is Dead

AI-driven development is exposing risks before code is written, forcing security teams to move beyond shift-left and govern agents, prompts, tools and data across the entire develo…

3 min

Sep21

Blogs

Claude Code Adds AGENTS.md Fallback, Cutting Instruction File Sprawl

Claude Code now supports AGENTS.md, giving development teams a shared instruction format across multiple AI coding agents and reducing configuration drift.

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

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

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

Sep03

From the Horse’s Mouth: Anthropic Says AI Has Changed the SDLC

Anthropic’s AI-native SDLC playbook argues that faster coding is shifting the bottleneck to planning, testing, governance, deployment and operations.

3 min

Sep02

Blogs

GitHub Puts Copilot in the Approval Seat for Pull Requests

GitHub Copilot can now submit binding pull request approvals, moving AI code review from advisory feedback into the merge decision itself.

3 min

Sep01

Debian’s AI Vote Bets on Accountability Instead of a Ban

Debian’s new AI contribution policy avoids bans and mandatory disclosure, instead making developers responsible for reviewing AI-generated work and protecting sensitive data.

3 min

Aug31

Blogs

GitHub Tightens Copilot’s Billing and Governance Rules Ahead of a Busy Fall

GitHub Copilot is tightening enterprise controls with upfront seat billing, longer chat retention and a Balanced code review default.

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

Your AI Coding Budget Is Becoming a Variable Cloud Bill

AI coding assistants are becoming a variable, usage-based engineering cost, forcing platform and DevOps teams to apply FinOps practices to models, credits, utilization and multi-ve…

3 min

Aug20

Blogs

How to Avoid Repeating the “Automate Everything” Mistake Due to AI FOMO

The DevOps community has already experienced technological extremes. You might recall the time when automation was thought of as a panacea for all possible engineering issues, and…

3 min