Working Demo - My First An AI-powered Agent Automating Test Coverage for GitHub/GitLab Repositories

Working Demo - My First An AI-powered Agent Automating Test Coverage for GitHub/GitLab Repo along with entire setup.

AI Agent proved it can fix most of our problems related Software Development Life Cycle. It prompt detailed report for each phase to provide the complete context like how newly added test cases are being generated. How failures are being fixed by AI Agent.

1. The AI agent clones the repository
2. The agent runs test coverage (code lines glowing green/red, representing covered/uncovered sections).
3. Uncovered lines are highlighted in red, extracted for further processing.
4. A futuristic LLM system generates new test cases dynamically (represented as an AI brain connecting to code snippets).
5. The newly suggested test cases are executed (pass/fail indicators).
6. If passed, commits are pushed (depicted as a commit message with green checkmarks).
7. If failed, the LLM iterates, refining tests until successful.
8. Final successful test cases are pushed back to the repository.
9. Create a Merge Request to the Repo for pushed changes related to newly added test cases

Github Repo -
https://github.com/vardhmanandroid2015/ai-powered_agent_automating_dev_phases

"This means fewer bugs, more confidence, and faster development!"

Entire setup is running on local machine as it is pointing to locally running Large Language Model (qwen2.5-coder:1.5b) with OLLAMA. None of the source code is being sent to outside our local environment
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Specific Problem/Solution Tags:

#TestAutomation
#BugFixing
#CodeQuality
#SoftwareBugs
#SDLC (Software Development Life Cycle)
#EdgeCaseTesting
#ContinuousIntegration
#MergeRequests
Technology/Tool Tags:

#PythonProgramming (If Python is heavily involved)
#CodeGeneration
#LocalLLM
#OpenSourceLLM
Audience/Benefit Tags:

#SoftwareEngineer
#SoftwareDeveloper
#TechDemo
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Видео Working Demo - My First An AI-powered Agent Automating Test Coverage for GitHub/GitLab Repositories канала Abhishek Jain