Autonomous Performance Optimization
Find bottlenecks. Generate fixes. Validate improvements.
Let Helix continuously analyze your application's performance characteristics and autonomously generate optimizations — from database query tuning to caching strategies to frontend bundle analysis.
The Challenge
Performance work is reactive, not systematic
Teams address performance only when users complain or systems fail. Optimization is manual, requires specialized knowledge, and competes with feature work for engineering time.
Performance profiling requires specialized expertise
Optimizations are ad-hoc and address symptoms, not root causes
No systematic approach to prevent performance regressions
Database query tuning, caching, and bundle optimization are treated as separate problems
The Helix Approach
Continuous, autonomous performance improvement
Helix profiles your application holistically — backend, database, frontend — identifies the highest-impact optimizations, and generates targeted PRs with benchmarked improvements.
Holistic Performance Profiling
Analyzes database queries, API response times, memory usage, and frontend metrics in a unified view.
Optimization PR Generation
Generates specific, benchmarked optimization PRs: query rewrites, caching layers, index suggestions, and code-level improvements.
Regression Prevention
Performance budgets are enforced in CI. Regressions are flagged before they reach production.
Load Testing Automation
Generates and runs load test scenarios to validate optimizations under realistic conditions.
How it works
A governed, traceable flow from start to finish.
Performance Baseline
Helix establishes performance baselines across your stack: APIs, database, frontend, and infrastructure.
Bottleneck Analysis
Identifies the highest-impact optimization opportunities ranked by user impact and implementation effort.
Optimization Generation
Targeted PRs with query optimizations, caching strategies, and code improvements — each benchmarked.
Validate & Monitor
Load tests verify improvements. Performance budgets are set in CI to prevent future regressions.
Expected Outcomes
3x
Improvement in p95 response times
50%
Database query cost reduction
Zero
Performance regressions in production
Continuous
Optimization without team overhead
Optimize your performance with Helix
See how Team Helix transforms this workflow for your organization.