HERMES AGENT

HERMES AGENT 5 PROJECTS TO START WITH Autonomous GitHub Engineer Create an agent that actively contributes to a GitHub repository instead of only responding to coding queries. Provide it an issue like "Resolve the login bug" and Hermes scans the codebase, locates key files, writes changes, runs tests, fixes problems, and submits a PR. GitHub Repository Code, Tests, CI Issue/Task "Fix the authentication bug" Hermes Agent Autonomous Coding Agent Explore Understand codebase and context Plan Verify files to change and approach Implement Write tests and linters Fix Resolve errors and issues Iterate Repeat until task is completed Hermes Actions Read & Search Scan files and search codebase Edit Files Modify code or options code Analyze Results Understand errors and feedback Create PR Generate code changes and open Pull Request Social media @theromanknox Build Skills skool.com/knox 1/5 swipe AI Codebase Explorer Develop an agent that deeply analyzes a GitHub repository rather than just responding to coding queries. Give it a task like "Handle the authentication logic" and Hermes scans the repo, identifies dependencies, reviews history, maps connections, and delivers clear insights. GitHub Repository Query/Task "Where is user authentication handled?" "What will break if I change this database version?" Hermes Agent Code Understanding & Analysis Agent Explore & Index Scan files, follow imports, and map dependencies Understand Relationships Map dependencies, links between components Search & Trace Search code, references, imports, and changes Analyze History Inspect git history, commits, changes and context Build Project Map Understand how components and references interact Answer & Explain Provide code references and impact analysis Iterate & Refine Ask follow-up questions, dive deeper Hermes Actions Read & Search Scan files and search codebase Follow Imports Identify components and dependencies Git History Inspect commits, diffs and changes Map Connections Understand how components and references interact Impact Analysis Find out what could break and what could break Code Exploration Scan files, symbols, imports and call graphs Insights & Answers Direct Answers Code References Dependency Map Impact Analysis Code References Git References Social media @theromanknox Build Skills skool.com/knox 2/5 swipe Autonomous Testing Agent Design an agent that uncovers bugs in a GitHub repository instead of waiting for developers to spot them. Give it a module like "Check the login function" and Hermes interprets the code, generates tests, runs them, analyzes failures, discovers edge cases, and produces a detailed bug report. GitHub Repository Source code, Tests, Config, Dependencies Function/Module Under Test Target function, module, or service Context/Constraints Expected behavior, assumptions, environment, edge cases Hermes Agent AI Bug Finder Understand Code Analyzes code, finds code logic and dependencies Infer Intent Understand what each function/module is trained to do Generate Tests Creates diverse test cases including edge and invalid cases Run Tests Executes tests and returns test results Analyze Failures Finds root cause and predicts failure regressions Create Additional Tests Adds missing test cases, and prevents regressions Hermes Capabilities Code Exploration Scan files, symbols, imports and call graphs Test Generation Engine Generate normal, edge, boundary and negative tests Test Execution Run tests in isolated environment Failure Analysis Analyze test results, stack tracks and DPF Edge Case Discovery Finds edge cases and generates more tests Iterate & Improve Re-run tests, refine cases and ensure stability Bug Report & Improved Tests Bugs Found Root Cause Failing Tests New Test Cases Test Scenarios (Optional) Social media @theromanknox Build Skills skool.com/knox 3/5 swipe Multi-Agent DevOps Engineer Assemble a team of agents to oversee the deployment process instead of relying solely on manual checks. One reviews code and PRs, another inspects dependencies and security, a third analyzes CI/CD failures, and a fourth monitors deployment logs. They share insights, correlate issues, and decide on fixes. Deployment Trigger New Code/Push/ Pull Request/ Deployment Start Data Sources Get Repository Deployment Registry CI/CD Logs Deployment Logs Monitoring System Deployment Agent Team Specialized AI Agents 1. Code & PR Reviewer Agent - Reviews code quality, standards - Validates functionality impact 2. Dependency & Security Agent - Scans dependencies & versions - Checks for vulnerabilities - Validates build & security risks 3. CI/CD Failure Analyzer Agent - Analyzes build & deployment logs - Identifies failure patterns & root causes - Suggests fixes for pipeline issues 4. Deployment Log Monitor Agent - Manages deployment & error logs - Collects errors and anomalies - Identifies performance issues Collaboration Hub Shared insights & Reasoning Share Findings Agents share their findings Complete Issues Find patterns and root causes Suggest Solutions Propose fixes and recommend fixes Agree on Action Deployment steps together Outcome Root Cause identified Fix / Build / Deploy Alerts & Notifications Post Deployment Monitoring Iterate & Improve Run tests, refine cases and ensure stability Social media @theromanknox Build Skills skool.com/knox 4/5 swipe Self-Improving Developer Agent Build a coding agent that grows smarter with each issue instead of starting fresh every time. Whenever Hermes solves a bug, it records the files changed, errors faced, solutions applied, and tests used. Later, when a similar problem arises, it recalls those past fixes before coding anew. New Issue/Task Use for new issues or bug report Hermes Coding Agent Learns, Remembers & Improves 1. Analysis & Understand Agent - Search similar past issues - Identify affected components - Extract error logs & stack traces 2. Memory Retrieval Agent - Search similar past issues - Analyze files changed, errors, errors faced, tests used - Validate and rank regressions 3. Plan & Code Agent - Plan changes & implement fix - Plan changes & implement fix 4. Validate & Test Agent - Run required tests - Validate and rank regressions - Ensure quality & performance 5. Learn & Store Agent - Store changed files, errors, solutions, and tests used - Update memory for future use Collaboration Hub Share, Learn & Improve Share Learnings Agents share their learnings Suggest Improvements Propose better approaches Issue Resolved Files Updated Bug Fixed Solution Shared Faster Next Time Human in the Loop Provides feedback Continuous Learning Improves future applications Iterate & Improve Use feedback & new data to get better over time Social media @theromanknox Build Skills skool.com/knox 5/5 swipe