Will AI replace QA testers? Shubha Govil of Sauce Labs on why testing roles stay, the work changes, and AI code brings a validation tax.

YouTube video by DevOps Paradox

Dan Fernandez of Salesforce on vibe coding without the slop: guardrails for coding agents, and why developers are needed more than ever.

AI made every developer faster, so why isn't the team shipping more? Jeff Keyes of Allstacks on where the bottleneck moved and why product owns it.

Zero-human companies still need humans. Darin and Viktor on AI agents, headcount math, and why zero-human is the new serverless.

npm install runs arbitrary code before you blink. David Mytton on install scripts, pinning, dependency cooldowns, and defense in depth.

YouTube video by DevOps Paradox

DORA says AI without engineering excellence just scales your problems. Amplifiers, the review bottleneck, and the only metric Viktor thinks counts.

Leadership burnout, what you can actually control, and why Nokia and Blockbuster both saw disruption coming and died anyway.

Cloudflare scores if your site is agent-ready. Why agents want Markdown not HTML, what AEO changes about SEO, and why your API matters more than your MCP.

FeatureOps explained - runtime control, kill switches, and why feature flags outlive the code. Alex Casalboni of Unleash on flags vs canary deployments.

Open source maintainers are rejecting AI-generated PRs. Why code got cheap while review got expensive, and whether banning contributions actually helps.

AI SRE, self-healing incidents, and no more 3 AM pages. What actually works in production, where trust breaks, and why runbooks can hurt.

Product demos are changing now that AI agents watch the video, read the docs, and try it themselves. MCP servers, CLIs, sandboxes, agent-ready docs.