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DORA Metrics in the AI Era: Why Deployment Isn't Faster

DORA metrics in the AI era reveal a paradox: PR volume is climbing, but deployment frequency is staying flat. In this talk, GitKraken's Director of Product Jeff Schinella breaks down why AI-accelerated code generation is creating a review bottleneck that your DORA metrics can't fully explain on their own. Jeff walks through how PR metrics (cycle time, first response time, code churn, and PR size) serve as the leading indicators behind your DORA data. If your deployment frequency is flat while PR counts go up, the bottleneck isn't your devs. It's your review capacity.

What Vera Rubin means for AI infrastructure in 2027

Every so often, NVIDIA releases something that quietly changes the direction of the industry. CUDA did it. DGX did it. NVLink did it. Vera Rubin feels like one of those moments again. At first glance, Rubin looks like the natural successor to Blackwell. Faster GPUs, larger memory pools, and eye watering performance numbers. But the more you dig into the architecture, the clearer it becomes that NVIDIA is not simply shipping another accelerator generation.

Get Lightrun AI Skills: Expert Workflows for AI Agents

Today we’re launching Lightrun AI Skills, structured, repeatable investigation workflows built for AI coding agents. With Lightrun MCP, agents like Claude Code, Codex, and Cursor can already instrument live production services and reason over live runtime evidence without a redeployment. But AI agents remain non-deterministic by design, using the same tool differently every session.

AI Productivity Metrics Dashboard for Engineering Managers (2026)

Measuring AI’s impact on your engineering team is harder than it sounds. Headlines claim AI writes 30% of code and doubles productivity, but those numbers rarely match what you see on the ground. Without a dedicated dashboard that blends leading indicators, anti-gaming safeguards, and ROI reporting, you cannot answer the question that matters most: is AI helping your team ship better software faster?

Scaling Visual Production When Your Startup Hits The Mid-Launch Content Wall

Month three after a successful launch brings a predictable friction point. Marketing teams suddenly ramp up production schedules. Newsletters go out weekly. Social media updates hit feeds daily. Deep-dive blog articles require massive effort to write and format. Suddenly, those handful of custom hero images commissioned for your initial website fall short. You burn through them in days. Text-heavy pages kill engagement.

Today's Top Parcel Tracking Methods and Tools

When you're waiting for a delivery, the main question is simple: "Where is my package right now?" Thankfully, modern tools make it easy to follow a shipment's journey and avoid missed deliveries. Whether you're ordering from a local shop or across the globe, these options help you stay informed every step of the way.