Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

DevSecOps Tools for Continuous Security Integration

If you’re an engineering manager in 2026, it’s almost certain you’re already exploring DevSecOps tools… by necessity as much as by choice. The reasons are clear: security is no longer a side concern or a tick-box for regulated industries. Even non-regulated businesses now face rigorous customer security questionnaires, growing SOC 2 and supply chain requirements, and persistent threats (especially related to AI-generated code) that make security non-negotiable.

Daily Zero-Day Exposure Check + Top 10 High-Risk Repositories (Agent Gallery Walkthrough)

In this walkthrough, you’ll see two Agent Gallery workflows in action. The Daily Zero-Day Analyst pulls newly published CVEs from the last 24 hours, classifies them (CVSS, CWE, attack vector), and checks your environment for exposure using SBOM/package data—then can send daily updates to Slack. The Top 10 High-Risk Repositories agent scans your codebase, consolidates findings per repository, and ranks the repos with the most critical risk so you can prioritize remediation. You’ll also see how to review and edit the prompt, set schedules, enable notifications, and browse the Agent Gallery to add more agents.

How Jit Security Agents Work: Ingestion Correlation Action

This video breaks down the architecture behind Jit security agents and why it’s required for agents that work reliably in real environments. We walk through Jit’s three layers—ingestion, correlation, and action—using concrete examples across code, applications/knowledge bases, and cloud runtime. You’ll see how Jit continuously normalizes and reconciles incompatible security data, materializes it into a Security Context Graph (knowledge graph), and then executes agent workflows safely using graph queries and domain-specific tools.

How to Align Your DevSecOps Framework with Software Supply Chain Security

A strong DevSecOps framework integrates security into every stage of the software development lifecycle (SDLC). But as development accelerates, reliance on third-party and open-source code grows, introducing significant risks from the software supply chain. Aligning your DevSecOps framework to address these specific threats is no longer optional. It’s essential for building resilient and secure applications.

Top 10 Challenges in DevSecOps Adoption

Integrating security into the software development lifecycle (SDLC) is no longer optional. DevSecOps adoption promises to bridge the gap between development speed and security rigor, enabling teams to build secure software faster. However, the path to a mature DevSecOps practice is filled with obstacles. Understanding these challenges is the first step toward overcoming them. This post outlines the top 10 challenges that hinder effective DevSecOps adoption.

Eliminate AppSec Noise: Jit's AI Agents Find Real Exploitable Risks

Application security scanners generate endless alerts, but most don’t translate into real risk. Meet Sera, Jit’s AI-powered Security Evaluation and Remediation Agent. Sera automatically connects scanner findings, uncovers toxic combinations, and explains exploitable attack paths—saving AppSec teams hours of manual investigation. See how AI Agents eliminate noise, automate investigations, and deliver clarity so your team can focus on what matters.