Introducing p99.chat: the assistant for software performance optimization
We're excited to introduce p99.chat, an AI-powered performance analysis assistant, simplifying how to approach software optimization!
Performance troubleshooting traditionally requires juggling multiple tools, including sampling profilers, instrumentation, benchmarks, and visualizations, as well as manually connecting them to your codebase. Each tool has its own setup requirements, data formats, and workflow, which can turn what should be rapid iteration into hours of configuration. You spend more time wrestling with toolchains than actually optimizing code.
p99 eliminates this friction by providing an integrated chat interface that handles code analysis, instrumentation, and visualization in one seamless experience. Instead of context-switching between tools, you describe your performance challenge, and p99 orchestrates the entire analysis pipeline.
Share your code and performance goals. p99 will analyze, instrument, and visualize the results, cutting the traditional setup overhead down to seconds.
Check it out this chat here!
What can it do?
- Write and optimize algorithms in Python and Rust
- Execute and profile code using CodSpeed's CPU Instrumentation
- Generate performance visualizations, including flamegraphs and charts
- Compare algorithm performance
What's coming next?
- MCP integration: Seamlessly connect p99 with your code editor for real-time performance optimization
- More instruments: Memory profiling, walltime analysis, static analysis, and GPU profiling
- GitHub integration: Reference code directly from repositories within the chat
- Automated pull requests: Persist improvements and benchmarks with continuous performance monitoring
- Expanded language support: More runtime environments and analysis capabilities
How to get started?
p99 is now globally available and completely free to use. Try it now at p99.chat!