https://saurabh-chaubey.com/tags/shift-left/ Recent content in Shift Left on Saurabh Chaubey Hugo -- gohugo.io en-us Tue, 10 Mar 2026 10:00:00 +0000 https://saurabh-chaubey.com/post/devops/shifting-way-left-integrating-trivy-security-scanning-into-ide-ai-agent/ Tue, 10 Mar 2026 10:00:00 +0000 https://saurabh-chaubey.com/post/devops/shifting-way-left-integrating-trivy-security-scanning-into-ide-ai-agent/ How to catch vulnerabilities, secrets, and container image issues before your code ever leaves the IDE — and why that changes everything. The Problem Nobody Talks About Here is a scenario every developer knows: you push your code, open a pull request, watch the CI pipeline spin up, wait several minutes, and then — red. A security scanner found a critical CVE in a transitive dependency, or worse, a leaked API key in a properties file.