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Screenshot of adamsreview commands being used in a GitHub PR.
Explainers

adamsreview: Claude Code Gets a Smarter PR Copilot

Forget the basic AI code review. A new plugin called adamsreview is layering a sophisticated multi-agent system on top of Claude Code, aiming to catch more bugs and fewer hallucinations.

5 min read 1 week, 1 day ago
A screenshot of code being deployed via a terminal interface with AI assistance.
DevOps & Platform Eng

AI Deploys Code: Does it Really Ship?

The promise of AI-assisted development often stops at the code editor. But what happens when it's time to actually ship that code? A new Gemini CLI extension is aiming to tackle the notoriously thorny outer loop of deployment.

7 min read 1 week, 4 days ago
Developer looking at a complex code review screen with AI suggestions.
Engineering Culture

AI Code Speed Exposes 'Day 2' Dev Pipeline Failures

Adopting AI for coding is one thing. Dealing with the fallout when that AI-generated code floods your production pipeline? That's a whole different beast. Devs are finding out the hard way.

4 min read 2 weeks ago
Screenshot of the gcx CLI tool in action within a terminal, showing observability data.
DevOps & Platform Eng

Grafana CLIs for AI Agents: Observability Now in Your Terminal [Deep Dive]

Remember when we thought AI agents would just write code faster? Turns out, they need to see the world too. Grafana's new CLI tool is bridging that critical gap, bringing live system data straight to your terminal and your AI copilots.

5 min read 2 weeks, 6 days ago
A Google Cloud logo with abstract AI network graphics behind it.
AI Dev Tools

Google: Dev Loyalty 'Zero,' But We'll Own AI Tools

Google's top evangelist casually admits developer loyalty is 'zero.' Their plan? Make their cloud the undisputed best place to run *any* AI code, no matter whose tools you use.

4 min read 2 weeks, 6 days ago
A screenshot of the GitHub website showing an issue link opening in a popup modal, with frustrated user comments visible.
DevOps & Platform Eng

GitHub's Popup Predicament: Links That Don't Link

Suddenly, clicking a link doesn't take you where you expect. GitHub's latest UX tweak has developers fuming, and for good reason.

6 min read 3 weeks, 2 days ago
Screenshots of top prompt libraries like 21st.dev and AIPRM in a dev workflow collage
AI Dev Tools

2026's Go-To Prompt Libraries: What Devs Grab for Real Wins

Deadlines crush you at 3 AM, but one tab to a killer prompt library flips the script. Here's the no-BS stack devs hoard for AI-powered coding in 2026.

5 min read 1 month, 1 week ago
Coding agents overwhelming a crowded CI/CD pipeline with stacks of pull requests
AI Dev Tools

Coding Agents Unleash 10x Code – CI/CD Pipelines Can't Keep Up

Engineering orgs face a code avalanche: AI agents spit out 10x volume, but CI/CD chokes. Velocity plummets, burnout spikes—time for ephemeral fixes.

3 min read 1 month, 2 weeks ago

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