DevOpsAICybersecurity

Build This DevSecOps AI Agent Workflow and Sell It for $5k | No Coding

Abhishek Veeramalla
Abhishek Veeramalla•Mar 25, 2026

Why It Matters

Automating pull‑request security with a no‑code AI workflow reduces reliance on expensive vendor tools while opening a lucrative freelance market for customizable DevSecOps solutions.

Key Takeaways

  • •Build AI DevSecOps workflow with zero coding using SIM.AI
  • •Trigger workflow on GitHub pull request via webhook integration
  • •AI security agent scans code for secrets, injection, deserialization
  • •Workflow posts detailed security report and merge recommendation automatically
  • •Freelancers can sell such AI workflows as $5k kits

Summary

In this tutorial Abhishek demonstrates how to construct a full‑stack DevSecOps AI workflow without writing a single line of code, leveraging the SIM.AI platform’s “mothership” prompt‑driven builder. The workflow is activated by a GitHub pull‑request webhook, extracts changed files, hands them to an AI‑powered security agent, and then posts a concise analysis back to the pull request, optionally blocking merges.

The video walks through each block: a trigger that captures PR metadata, an extractor that lists added, deleted or modified files, a configurable security agent that can run any model to detect hard‑coded secrets, injection flaws, unsafe deserialization, and an aggregator that formats the findings and commits the comment. Users supply their GitHub token and any API keys via SIM.AI’s secure secrets store, then deploy the workflow with a single click, making it reusable across multiple repositories.

During the live demo, the AI agent flags a hard‑coded password in a JavaScript file, assigns a critical severity, and recommends blocking the merge—exactly the kind of insight developers need. Abhishek also highlights the platform’s free 1,000‑credit starter tier and a 20% discount code for new subscribers, underscoring its appeal for freelancers looking to package such solutions.

The broader implication is a low‑cost, vendor‑agnostic alternative to traditional security tools, enabling consultants to sell ready‑made AI security kits for up to $5,000 and allowing organizations to embed continuous security checks directly into their CI/CD pipelines.

Original Description

Get started with Sim:
sim.ai/r/VL1Mx
Use Code "ABHI20" for 20 Percent Discount on the PRO subscription.
In this video, I built an AI DevSecOps agent using Sim.ai that automates security checks for every pull request
It scans code changes in real time and identifies potential vulnerabilities before they get merged
The agent reviews each PR and posts clear, actionable feedback directly for developers
This helps teams catch security issues early without slowing down development
The best part is that the entire workflow is created using just a single prompt
No coding or complex setup required to get started
A simple and powerful way to bring DevSecOps into your daily workflow 🚀
Free Course on the channel
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