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AI coding agents are writing software faster than ever. But what happens when the systems responsible for testing and validating that code can't keep up? In this episode of Uplink, Michael Reid sits down with Aditya "JP" Jayaprakash, Co-founder & CEO of Blacksmith, to explore why continuous integration (CI) has become one of the biggest bottlenecks in modern software development.

Run a few prompts. Looks good. Ship it. According to Laurie Voss, that's still how a surprising amount of AI software gets tested.

Lightrun's Gidi Freud demonstrates Ask Prod, the latest Lightrun AI Skill that teaches AI coding agents how to use Lightrun to answer production questions with live runtime evidence. Watch Codex use the skill to discover runtime sources, collect focused runtime data, adapt its investigation, and return an evidence-backed answer. Compatible with Claude Code, Cursor, GitHub Copilot, and other AI coding agents through the Lightrun MCP.

#aicoding #softwareengineering #claudecode

AI coding tools are accelerating development velocity, creating a release challenge most teams aren’t equipped for. Without controlled rollout, higher change velocity makes it harder to know which specific release drove the results you’re seeing in production. And when teams use AI, to build AI – LLM apps and AI agents– complexity multiplies. Traditional observability can’t ensure AI agent quality, performance, and cost-efficiency at production scale.

Every team is doing something with AI right now. What that something is, is an entirely different question. And whether that something is successful? Most teams are still figuring it out as they go.

Ivanti Neurons for Secure Access: Full Platform Demo | Ivanti Discover how Ivanti Neurons for Secure Access gives your security team complete, real-time visibility across your network — with automated threat detection, Zero Trust access control, and centralized gateway management, all from one cloud-based platform. Watch the demo and see what unified secure access looks like in action.

Meet your digital teammate. Persona-based AI agent designed for critical ITSM workflows. Transform IT operations with AI agents that plan, coordinate, and execute autonomously, delivering measurable business impact through intelligent automation. Your conversational front door to IT that replaces forms with natural language, cutting ticket load and improving data quality through guided capture.

People want to support your community. Sometimes you just have to invite them in.