
"Software reliability company Lightrun has developed a runtime-level AI coding agent service that spans application staging, pre-production and live-deployed production states via Model Context Protocol (MCP). With so many AI coding agents now surfacing to tackle what might be more piecemeal tasks, Lightrun is among a new breed of tools in this space that aim to be more comprehensive and holistic."
"Lightrun's Runtime Context is a Model Context Protocol (MCP) service enabling integrated control for AI code-writing assistants. This technology is said to represent a step change in autonomous code writing that gives tools like Cursor and GitHub Copilot visibility into how code behaves after deployment, filling a missing piece of the AI development ecosystem. AI assistants can generate code rapidly, but is that code always functional, performant and secure... not to mention compliant?"
""AI has taken over much of the creative part of coding," said Ilan Peleg, CEO and co-founder of Lightrun. "However, debugging across environments has remained painfully manual. With Runtime Context, AI can finally participate in the full lifecycle by writing code, validating and debugging it, while also remediating issues based on real-world behaviour. This is the next evolution of autonomous software development.""
Lightrun developed a runtime-level AI coding agent service that spans staging, pre-production, and live production using the Model Context Protocol (MCP). Runtime Context gives AI code-writing assistants integrated control and visibility into how deployed code behaves, enabling validation, debugging and remediation based on real-world traffic, dependencies and workloads. Studies from Stanford and Google report high failure rates for AI-generated code when exposed to production conditions, often because AI lacks sight of staging and production behavior. Runtime Context connects IDE, AI assistants and runtime environments to reduce debugging time and improve functional, performant and secure code delivery. Coder offers related expanded tooling.
Read at Techzine Global
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