AI Powered code Guardian for github
AI Powered code Guardian for github
Revolutionizing Code Reviews & Quality
Revolutionizing Code Reviews & Quality
#DEVTOOLS
# GITHUB INTEGRATION
# CODE QUALITY
AI-Powered Code reviewing
Duration
2024
Client
A High-Growth B2B SaaS Company
Industry
Software Development
We developed a bespoke developer tool that integrates directly into GitHub to automate the code review process. The "Code Guardian" leverages the power of advanced Code LLMs to scan pull requests, identify potential issues, and provide real-time, actionable feedback, ensuring higher code quality, better security, and increased developer velocity.
Know about AI Powered Code Guardian platform
The Core Requirement
The ask
Our client’s growing team faced slow, error-prone, and inconsistent manual code reviews, needing automation to ensure quality and efficiency
The aim to build this platform
#CODE EXCELLENCE AUTOMATION
#DEVELOPER VELOCITY
Build an intelligent application that seamlessly integrates with their GitHub workflow to analyze code and provide instant, automated feedback on quality, maintainability, and security
🤝
To reduce code review time, improve overall code quality and consistency, enhance application security, and increase developer productivity and satisfaction.
🤞
The Challenge
01
02
Customizable Standards
Designing a flexible rule engine that would allow the client to define and enforce their unique coding standards and best practices
03
Actionable AI Feedback
Ensuring the AI's suggestions were relevant, helpful, and easy for developers to understand and implement, avoiding generic or unhelpful feedback.
04
Multi-LLM Support
Architecting the solution to leverage the best Code LLMs for the job, including Google's Vertex AI and AWS Bedrock, for optimal performance.
Seamless GitHub Integration
Building a reliable system that could interact with GitHub APIs in real-time to analyze pull requests as they were created or updated.
Our Strategy & Approach
Our Strategy & Approach
The Solution Proposed
Our strategy focused on creating a "developer-first" tool that felt like a helpful teammate rather than a gatekeeper.
We built a robust backend that listened for GitHub webhooks and orchestrated calls to Code LLMs via LangChain.
The core of our approach was prompt engineering—crafting precise instructions for the AI to ensure its analysis was perfectly aligned with the client's standards.
#AI DEVELOPMENT
#API INTEGRATION
#PROMPT ENGINEERING
#GITHUB INTEGRATION
#NEXT.JS
#LANGCHAIN
# GITHUB API
#AWS
#API INTEGRATION
#FAST API
#VERTEX AI + AWS BEDROCK
Key features implemented
01
02
Real-Time Quality & Security Suggestions
AI-generated comments are posted directly in GitHub with suggestions to improve code.
03
Customizable Rule Engine
An interface for administrators to define custom coding standards and best practices.
04
Seamless GitHub Integration
A smooth, invisible workflow that requires no change to developers' existing habits.
Automated Pull Request Analysis
The application automatically scans every new pull request for potential issues.
05
06
Vulnerability Detection
Identifies common security vulnerabilities and suggests fixes.
07
Intelligent Code Explanations
Provides clear, context-aware reasoning behind each suggestion, helping developers learn and improve coding practices
08
Team Productivity Insights
Analytics dashboard that tracks review efficiency, code quality trends, and developer productivity over time
Maintainability Scores
Provides a quantifiable score for code maintainability to track improvements over time.
#MAINTAINABILITY SCORES
#AUTOMATED PULL REQUEST ANALYSIS
#VULNERABILITY DETECTION
#MAINTAINABILITY SCORES
#AUTOMATED PULL REQUEST ANALYSIS
#VULNERABILITY DETECTION
#MAINTAINABILITY SCORES
#AUTOMATED PULL REQUEST ANALYSIS
#VULNERABILITY DETECTION
#MAINTAINABILITY SCORES
#AUTOMATED PULL REQUEST ANALYSIS
#VULNERABILITY DETECTION
The Impact We Created
#The Sublime Impact
with sublime
🤝 Clear Vision – Turned client challenges into a focused product plan.
🧠 AI Integration – Brought intelligence into everyday developer workflows.
⚙️ Smooth Workflow – Blended seamlessly into GitHub practices.
☁️ Built to Scale – Designed for reliability and future growth.
Discover how you will benefit with Sublime, and experience the lasting impact we've made by driving transformation to AI code guardian platform business
The final result
01
02
Stronger Security
Early detection of vulnerabilities improved overall application security.
03
Elevated Code Quality
Consistent enforcement of standards ensured cleaner, maintainable code.
04
Clear ROI
Faster delivery and reduced tech debt translated into measurable cost savings.
Streamlined Reviews
Automated code analysis reduced review bottlenecks and accelerated development cycles.
How are client feel
AI CODE CATALYST
#
VP of Engineering
B2B SaaS Company
“
The Code Guardian transformed our workflow—boosting productivity, ensuring cleaner code, and strengthening platform security.
A virtual coffee?
let’s connect !
Get in touch to explore how we can help your business reach its full potential.
Elevating businesses to the Limelight !
Pages
Services
Contact us
210, Iscon Elegance, Prahlad Nagar, Nr. Shapath V, Sarkhej – Gandhinagar Hwy Ahmedabad, Gujarat 380015
©2025 - Sublime Data Systems Pvt Ltd
Your vision
A virtual coffee?
let’s connect !
Get in touch to explore how we can help your business reach its full potential.
Pages
Services
Elevating businesses to the Limelight !
Contact us
210, Iscon Elegance, Prahlad Nagar, Nr. Shapath V, Sarkhej – Gandhinagar Hwy Ahmedabad, Gujarat 380015
©2025 - Sublime Data Systems Pvt Ltd
Achievements We’ve Accomplished
Reduced the time developers spend on manual code reviews by an average of 40%.
01
40% Faster Reviews⭐
02
Improved Consistency☑️
03
Reduced Tech Debt💰
04
Enhanced Security⚡
Reduced the time developers spend on manual code reviews by an average of 40%.
01
40% Faster Reviews⭐
02
Improved Consistency☑️
03
Reduced Tech Debt💰
04
Enhanced Security⚡
01
40% Faster Reviews⭐
02
Improved Consistency☑️
03
Reduced Tech Debt💰
04
Enhanced Security⚡
Achievements We’ve Accomplished
01
Developer-Centric Focus 💻
Designed the tool to feel like a helpful teammate inside GitHub.
#
We built for usability
Designed the tool to feel like a helpful teammate inside GitHub.
We built for usability
#
01
Developer-Centric Focus 💻
Designed the tool to feel like a helpful teammate inside GitHub.
We built for usability
#
01
Developer-Centric Focus 💻
#AI CO-PILOT
#WORKFLOW AUTOMATION
#SAAS PLATFORM
Duration
2024
CLIENT
A High-Growth B2B SaaS Company
Industry
Software Development
We developed a comprehensive, AI-powered Software-as-a-Service (SaaS) platform designed to revolutionize the event planning process. This AI Co-Pilot assists organizers at every stage, from initial ideation to post-event analysis, by automating tedious tasks and providing data-driven recommendations to create memorable and flawlessly executed eventsengagement and productivity.
Know about AI Powered Code Guardian platform
Our client’s growing team faced slow, error-prone, & inconsistent manual code reviews, needing automation to ensure quality and efficiency
The aim to build this platform
#CODE EXCELLENCE AUTOMATION
#DEVELOPER VELOCITY
The ask
Build an intelligent application that seamlessly integrates with their GitHub workflow to analyze code and provide instant, automated feedback on quality, maintainability, and security
🤝
To reduce code review time, improve overall code quality and consistency, enhance application security, and increase developer productivity and satisfaction.
🤞
The Core Requirement
The Challenge
02
Customizable Standards
Designing a flexible rule engine that would allow the client to define and enforce their unique coding standards and best practices
03
Actionable AI Feedback
Ensuring the AI's suggestions were relevant, helpful, and easy for developers to understand and implement, avoiding generic or unhelpful feedback.
04
Multi-LLM Support
Architecting the solution to leverage the best Code LLMs for the job, including Google's Vertex AI and AWS Bedrock, for optimal performance.
01
Seamless GitHub Integration
Building a reliable system that could interact with GitHub APIs in real-time to analyze pull requests as they were created or updated.
#AI DEVELOPMENT
#API INTEGRATION
#PROMPT ENGINEERING
#GITHUB INTEGRATION
Our strategy focused on creating a "developer-first" tool that felt like a helpful teammate rather than a gatekeeper.
We built a robust backend that listened for GitHub webhooks and orchestrated calls to Code LLMs via LangChain.
The core of our approach was prompt engineering—crafting precise instructions for the AI to ensure its analysis was perfectly aligned with the client's standards.
#REACT.JS
#NEXT.JS
#FAST API
#LANGCHAIN
#API INTEGRATION
# GITHUB API
#AWS
#VERTEX AI + AWS BEDROCK
The Solution Proposed
03
Customizable Rule Engine
An interface for administrators to define custom coding standards and best practices.
04
Seamless GitHub Integration
A smooth, invisible workflow that requires no change to developers' existing habits.
01
Automated Pull Request Analysis
The application automatically scans every new pull request for potential issues.
02
Real-Time Quality & Security Suggestions
AI-generated comments are posted directly in GitHub with suggestions
05
Maintainability Scores
Provides a score for code maintainability to track improvements
06
Vulnerability Detection
Identifies common security vulnerabilities and suggests fixes.
07
Intelligent Code Explanations
Provides clear, context-aware reasoning behind each suggestion
08
Team Productivity Insights
Analytics dashboard that tracks review efficiency, code quality trends and developer productivity
Key features implemented
#MAINTAINABILITY SCORES
#AUTOMATED PULL REQUEST ANALYSIS
#VULNERABILITY DETECTION
#MAINTAINABILITY SCORES
#AUTOMATED PULL REQUEST ANALYSIS
#VULNERABILITY DETECTION
#MAINTAINABILITY SCORES
#AUTOMATED PULL REQUEST ANALYSIS
#VULNERABILITY DETECTION
#MAINTAINABILITY SCORES
#AUTOMATED PULL REQUEST ANALYSIS
#VULNERABILITY DETECTION
The impact we Created
Discover how you will benefit with Sublime, and experience the lasting impact we've made by driving transformation to The AI code guardian platform business
with sublime
🤝 Clear Vision – Turned client challenges into a focused product plan.
🧠 AI Integration – Brought intelligence into everyday developer workflows.
⚙️ Smooth Workflow – Blended seamlessly into GitHub practices.
☁️ Built to Scale – Designed for reliability and future growth.
#The
Sublime Impact
02
Stronger Security
Early detection of vulnerabilities improved overall application security.
03
Elevated Code Quality
Consistent enforcement of standards ensured cleaner, maintainable code.
04
Clear ROI
Faster delivery and reduced tech debt translated into measurable cost savings.
01
Streamlined Reviews
Automated code analysis reduced review bottlenecks and accelerated development cycles.
The final result
How are client feel
AI CODE CATALYST
#
The Code Guardian transformed our workflow—boosting productivity, ensuring cleaner code, and strengthening platform security.
VP of Engineering
B2B SaaS Company
“
AI CODE CATALYST
#
The Code Guardian transformed our workflow—boosting productivity, ensuring cleaner code, and strengthening platform security.
VP of Engineering
B2B SaaS Company
“
AI-Powered Code Guardian
AI-Powered Code Guardian