Lightrun resources

Insights on AI engineering, and maintaining enterprise system resilience even during migrations and upgrades

Topics AI SDLC

AI SDLC AI SRE Lightrun Updates Process Automation

12 mins read

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,...

Avrish
19 mins read

Deterministic vs Probabilistic AI Engineering Explained

Deterministic processes carry one guarantee: the same input will produce the same output. That guarantee...

Avrish
13 mins read

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...

Avrish
5 mins read

New Feature: Automatic Snapshots When Latency Spikes

We’ve released an exciting new Lightrun capability: set a duration threshold on your Tic & Toc or Method Duration metrics, and Lightrun will automatically capture a snapshot whenever...

Gidi Freud
13 mins read

Why AI Observability Isn’t Enough for Coding Agents

Observability platforms collect pre-instrumented logs, metrics, and distributed traces to monitor production systems and surface...

Avrish
17 mins read

Runtime Aware PR Review: Validate Changes in Live Production

Runtime PR review means validating a code change against live variable state, real execution paths,...

Avrish