Engineering practices,
grounded in runtime context

Expert articles, best practices, and product updates

Best PR Review Tools for AI-Generated Code (2026)

Best PR Review Tools for AI-Generated Code (2026)

Most PR review tools answer one question: does this code look correct? They scan the diff, flag known patterns, catch security violations, and post inline comments before merge,...

12 mins read Read Now
How AI Agents Are Changing Each Agile SDLC Phase

How AI Agents Are Changing Each Agile SDLC Phase

The Agile software development lifecycle was designed to surface problems early, with short sprints, iterative testing, and continuous integration built on the premise that faster feedback loops produce...

13 mins read Read Now
Why CI/CD Pipelines Miss Runtime Failures

Why CI/CD Pipelines Miss Runtime Failures

CI/CD pipelines do four things: it builds code, runs tests against mocked dependencies, lints for style violations, and scans for known vulnerability patterns. What it cannot do is...

18 mins read Read Now
Claude Code + Lightrun MCP: Your AI Agent Now Has Live Runtime Vision

Claude Code + Lightrun MCP: Your AI Agent Now Has Live Runtime Vision

Your AI agent can now see the runtime Claude Code, Anthropic’s coding agent, now integrates...

4 mins read Read Now
What is Runtime Context? A Practical Definition for the AI Era

What is Runtime Context? A Practical Definition for the AI Era

Runtime context describes the ability to observe code as it executes in real time, capturing...

14 mins read Read Now
Kiro Can Now Use Lightrun via MCP

Kiro Can Now Use Lightrun via MCP

AI code assistants transformed how software is written. They did not transform how it fails. Today, we’re announcing a new MCP integration between Lightrun and Kiro.Kiro now gains...

4 mins read Read Now