Blog & Updates
News, engineering deep dives, and product updates from the MatterAI team.
Fixing the $500B problem with today's AI
The key challenges that AI presents today and how we at MatterAI are working on fix them.
LLM Sampling: Engineering Deep Dive
How to tune LLMs to work for you with samplings
Prompt Engineering: The No-BS Guide to AI Communication
Understand, structure and implement prompts that gets you the best, consistant and reduced hallucination outputs.
How KV Caching Works in Large Language Models
KV caching is the optimization that solves this problem, making LLMs faster and more efficient
AI Engineering Productivity: Transforming Software Development
Artificial intelligence isn't just another tool in the developer's toolkit—it's fundamentally changing how we approach problem-solving, code creation, and system design.
Understanding Abstract Syntax Trees
How compilers understand your code, how linters spot bugs or how tools like Prettier can reformat thousands of lines of code in milliseconds
How to Improve the PR Review Process for Engineering Teams
Let's dive deep into the PR review process and see how we can improve it
Introducing MatterAI Code Reviews for VSCode, Cursor, CLine and more
MatterAI MCP for Cursor to get real-time code reviews
Understanding Attention: Coherency in LLMs
How LLMs generate coherent text across long contexts
LLM Tokenisation fundamentals and working
What is LLM Tokenisation and how it works
LLM Quantization: Making models faster and smaller
What is LLM Quantization and how it enables to make models faster and smaller
Understanding LLM Context Window and Working
What is LLM Context Window and how it works
LLM Prompt Caching
What is LLM Prompt Caching and how it can help reduce LLM cost
How MatterAI brings Velocity, Cost Optimization and Governance to Engineering Teams
Dive into what and how MatterAI offers to engineering teams
Code Quality: Why It Matters and How AI Can Help
Why code quality is crucial and how AI can improve it
8 CodeRabbit Competitors for Smarter Code Reviews
Choose the right code review tool for your team
Cursor vs. Windsurf: A Comparative Analysis of AI Code Editors
Choose the right code editor for your team
Intelligent Static Analysis Security Testing (SAST) with Code Reviews
Understand the importance of SAST in software development
How MatterAI Revolutionizes Security in Pull Requests
Automated Security Analysis, Package Vulnerability Scanning and Fixes in your Pull Request Workflow
Vibe Coding: The New Frontier in Coding
Vibe Coding is a new approach to software development that focuses on the emotional experience of developers. Let's dive into it's pros and cons.
How Manual Code Review Affect Your Developers
Manual code review is a crucial aspect of software development, but it can be time-consuming and may not always catch all issues. This blog post explores the impact of manual code review on developers and provides insights into how to improve the process.