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MCP: Why AI Needs Git Intelligence

GitKraken CTO Eric Amodio breaks down the Model Context Protocol (MCP) and explains why Git intelligence is critical for AI agents at GitKon 2025. In this session, Eric covers: What MCP is and why every major AI company adopted it Why AI needs Git history, not just file system access How GitKraken MCP removes Git pain safely The future of agentic developer workflows How Commit Composer uses AI to organize commits without losing data.

Why Your AI Code is Breaking (And How to Fix It) #speedscale #aicoding #aiagents #code #devops

New data from CodeRabbit shows AI makes 70% more errors than humans—mostly in logic. Stop shipping "AI Vibes" to production. Use the new Testing Pyramid: Deterministic (Validation) Record & Replay (Mocking) Probabilistic (Vibes) Don't let your agents break prod.

Teaching AI How to Refinery

At the beginning of February, we released v3.1 of Refinery, our advanced, tail-based sampling solution. The new version comes with more performance enhancements, bug fixes, and a few new pieces of telemetry. In tandem with the 3.1 release, we also released a new tool for our MCP server which helps your AIs understand Refinery, and how Honeycomb handles sampling.

What is the Model Context Protocol (MCP)

The Iron Man’s J.A.R.V.I.S. is the artificial intelligence (AI) that almost every person wants to see. A conversational technology that answers questions like a friend would. The rise of large language models (LLMs) almost seems to give people the friendly robotic sidekick that generations of children grew up dreaming about.

AI Is Changing Healthcare Faster Than Most Systems Are Ready For

Healthcare is shifting fast, and artificial intelligence is no longer a future concept sitting in research labs or pilot programs. It’s already embedded in clinical workflows, operational systems, and patient interactions, often in ways that feel subtle, uneven, and sometimes uncomfortable.

Top 5 Remote Workforce Equipment Return Solutions for Hassle-Free Hardware Returns

Your star developer quits on Friday, and by Monday she's coding for a competitor while your laptop, monitor, and security tokens sit on her kitchen table. Sound familiar? In an off-boarding survey, 71 percent of HR teams said at least one remote employee failed to return company gear in the past year. Every missing device is a roaming data-breach risk and an avoidable expense. This guide compares five purpose-built platforms that make retrieval effortless-so you can stop chasing laptops and start closing tickets.

5 Ways Companies Use Computer Vision to Save Time and Money

The global market for computer vision was valued at USD 19.82 billion in 2024 and is expected to reach USD 58.29 billion by 2030, growing at a compound annual growth rate (CAGR) of 19.8% between 2025 and 2030. Computer Vision is a form of AI that enables software systems to understand and interpret data from cameras and images. Rather than manually reviewing and making sense of a video feed one dimension at a time, the software system can analyze patterns, structure, and movement in the feed and convert those elements into data, which can then inform the feed.

How Modern Bow Thrusters Improve Yacht Maneuverability and Docking Safety

Modern yacht maneuvering has evolved into a highly engineered process where propulsion assistance systems play a critical role in safety and operational efficiency. As vessels increase in size and onboard systems become more sophisticated, precise low-speed maneuvering requires technological solutions rather than relying solely on traditional seamanship.