What are Opsera Agents

Opsera Agents are AI-powered automation tools that analyze, secure, and document your software systems. These agents integrate directly into your development workflow through Claude Desktop, Cursor, or VS Code—providing automated analysis, security scanning, compliance auditing, and architecture documentation with natural language commands.

This technical overview covers four core Opsera Agents:

• Architecture Analyze Agent

• Security Scan Agent

• SQL Security Agent

• Compliance Audit Agent

Architecture Analyze Agent

What It Does

The Architecture Analyze Agent automatically analyzes your codebase to understand system design, detect technology stacks, discover API endpoints, extract database schemas, and generate comprehensive architecture diagrams—all from a single command.

Key Capabilities

Technology Stack Detection

Automatically identifies your tech stack across the entire system:

• Languages: JavaScript/TypeScript, Python, Java, Go, Rust, C#

• Frontend Frameworks: React, Vue, Angular, Next.js, Svelte

• Backend Frameworks: Express.js, FastAPI, Django, Spring Boot, NestJS

• Databases: PostgreSQL, MySQL, MongoDB, Prisma, TypeORM

• Infrastructure: Docker, Kubernetes, Terraform, CI/CD pipelines

API Endpoint Discovery

Extracts all API endpoints from your codebase:

• Spring Boot: @RequestMapping, @GetMapping, @PostMapping annotations

• Express.js: router.get/post/put/delete patterns

• FastAPI: @app.get/post decorators

• Django: URL patterns and views

• NestJS: @Controller, @Get, @Post decorators

Architecture Diagram Generation

Creates visual architecture documentation in multiple formats:

• Mermaid (default) - Native GitHub/GitLab support

• PlantUML - Detailed customization

• D2 - Modern aesthetics with auto-layout

• Draw.io XML - Editable diagrams

When to Use

Use Case	Description
Onboarding	Generate comprehensive documentation in minutes, reducing onboarding time from weeks to days
Documentation	Keep architecture documentation up-to-date automatically
Partner Integrations	Quickly visualize integration points and data flows
Refactoring	Understand dependencies before making architectural changes
Compliance	Provide auditors with accurate, current system documentation

Security Scan Agent

What It Does

The Security Scan Agent performs comprehensive security vulnerability scanning across your codebase, detecting secrets, code quality issues, dependency vulnerabilities, and security anti-patterns—with AI-powered remediation suggestions.

Key Capabilities

Comprehensive Vulnerability Detection

• Secrets Detection: Hardcoded credentials, API keys, tokens, passwords

• SAST: Code analysis for security flaws

• Dependency Scanning: Known vulnerabilities in third-party libraries

• Container Scanning: CVEs in Docker images

• Infrastructure as Code: Terraform and CloudFormation misconfigurations

Risk-Based Severity Classification

• Critical: SQL injection, hardcoded credentials, authentication bypass

• High: PII exposure, missing encryption, insecure configurations

• Medium: Code quality issues, insecure patterns

• Low: Best practice violations, documentation gaps

AI-Powered Auto-Remediation

• Automatic Fixes: Applies low-risk fixes automatically

• Review Mode: Generates patches for complex issues

• Fix Verification: Re-scans after fixes to confirm resolution

• Reasoning: Explains why changes improve security

When to Use

Use Case	Description
Pre-Commit Security	Scan code before commits to prevent vulnerabilities
CI/CD Gates	Automate security checks in your pipeline
Compliance Prep	Identify security gaps before audits
Code Review	Augment manual reviews with automated analysis
Incident Response	Rapidly assess vulnerabilities during incidents

SQL Security Agent

What It Does

The SQL Security Agent specializes in analyzing SQL code and database configurations for security vulnerabilities, PII exposure, compliance issues, and access control problems—optimized for modern data platforms like Databricks, Snowflake, and BigQuery.

Key Capabilities

SQL-Specific Vulnerability Scanning

• SQL Injection (CWE-89): Vulnerable query patterns

• Hardcoded Credentials (CWE-798): Secrets in SQL files

• PII Exposure (CWE-359): Unprotected sensitive data columns

• Missing Encryption (CWE-311): Data protection gaps

• Over-Privileged Access (CWE-269): Excessive permissions

• Insecure Joins (CWE-1286): Problematic join patterns

Intelligent PII Detection & Masking

• Auto-Detection: Identifies PII columns by patterns and context

• Masking Functions: Creates SQL masking functions ready to deploy

• Environment-Aware: Applies rules based on environment

• Compliance-Aligned: Meets GDPR, HIPAA, PCI-DSS requirements

When to Use

Use Case	Description
Database Security	Scan SQL code before deployment
PII Protection	Identify and mask sensitive data
Compliance Prep	Prepare for SOC2, HIPAA, GDPR, PCI-DSS audits
Access Control	Analyze and optimize database permissions
Migrations	Ensure security during platform migrations

Compliance Audit Agent

What It Does

The Compliance Audit Agent performs comprehensive compliance assessments against major industry frameworks (SOC2, HIPAA, PCI-DSS, ISO 27001), collecting evidence, evaluating controls, and generating audit-ready reports with prioritized remediation roadmaps.

Key Capabilities

Multi-Framework Support

• SOC2: Trust Service Criteria (64+ controls)

• HIPAA: Administrative, Physical, Technical Safeguards (42+ controls)

• PCI-DSS: 12 Requirements (250+ sub-requirements)

• ISO 27001: Annex A Controls (114 controls)

Automated Evidence Collection

• Technical Evidence: Configuration files, logs, encryption settings

• Policy Evidence: Security policies, procedures, documentation

• Access Controls: User permissions, MFA, password policies

• Monitoring: Logging configurations, alerting, incident response

Control Assessment & Gap Analysis

• Control Mapping: Maps technical controls to requirements

• Gap Identification: Compares current vs. required state

• Risk Rating: Assigns severity (Critical/High/Medium/Low)

• Status Classification: Pass/Partial/Fail for each control

• Compliance Score: Overall percentage by framework

When to Use

Use Case	Description
Certification Prep	Prepare for SOC2, ISO 27001, HIPAA certification
Annual Assessments	Conduct regular compliance reviews
Pre-Audit Gap Analysis	Identify and remediate gaps before external audits
Customer Due Diligence	Demonstrate compliance to customers and partners
Continuous Compliance	Monitor compliance after system changes