Systems | Development | Analytics | API | Testing

In this clip from LIMITLESS, our 2026 P4 Product Update, Patrycja (Trish) Tomiak-Gough, Chief Architect at Perforce, demonstrates how P4 MCP connects Claude with Perforce P4 Code Review to find a specific review, ask whether the change addresses a ticket, and a surprise trick question!

In this episode, *Dr. Sanjiva Weerawarana* and *Asanka Abeysinghe* are joined by WSO2 Chief AI Officer *Rania Khalaf* to discuss what the agentic enterprise really means. The conversation looks beyond AI pilots and explores the architectural foundations needed to make agents practical at enterprise scale. Topics include agents as first-class actors, the platform capabilities required to support them, and why identity, policy, observability, and audit matter in an agentic world. The episode closes with a practical view of what architects should start doing now.

The average grocery store has 65 to 80% inventory accuracy. One in 10 products is out of stock at any moment. For an industry operating on razor-thin margins and competing against digital-native challengers, that data gap is existential. In this episode, Kevin Johnson, CEO of Focal Systems, sits down with Joseph to explore how his team is using computer vision, data streaming, and stateful stream processing to close that gap at scale.

Most enterprises spend 80% of analysts' time just extracting data from documents. Formats change. Vendors switch layouts. Templates break. Astera ReportMiner handles document variability automatically. It converts documents into structured, system-ready data regardless of layout without any manual effort. Teams get their time back. Data flows into downstream systems reliably. This video tells how ReportMiner handles real-world document variability and keeps your data pipeline moving automatically.

AI agents need access to your systems. But are you sure they're accessing them securely? In this video, Tun @DataSurfer breaks down the way most teams give AI agents access today: static API keys, shared credentials, no audit trail. It's a disaster waiting to happen, but what exactly can teams do about it?

Complexity doesn’t just "go away" because of AI. Watch to find out how to connect your existing test environment to the power of AI to get REAL work done. The future of software quality is here.

Welcome to the April 2026 Snow Report — your monthly rundown of the latest from Snowflake. This month we're covering major product launches, recapping two landmark events, and loading you up with everything on the calendar. In this episode: Cortex Code is Generally Available — Now live in the Snowsight UI and available to Windows users via the CLI. Build ML pipelines, run complex analytics, and manage admin tasks using natural language — all directly inside Snowflake.

When multiple designers and teams contribute APIs, you face inconsistent schemas, divergent patterns, and broken assumptions. However, the "shift-left" approach to API standardization helps you catch issues early, automate compliance, and maintain quality without manual gating – making your API program truly scalable. In this video, SmartBear Senior Solution Engineer Joe Joyce demonstrates how to enforce consistent API standards across large development teams using Swagger Studio's governance, collaboration, and CI/CD integration features.

Learn more: https://platform.claude.com/docs/en/managed-agents/overview

Agents need real access to do real work - but when MCP connects your AI to production systems like Kafka, who controls what it can touch? OAuth 2.1 is emerging as the answer.