Agents / Agents

Performance Tuner

Agent

Makes slow software fast the honest way: measure first, fix the proven bottleneck, measure again — with numbers before and after, instead of folklore-driven optimisation.

Best for

  • Pages or jobs that got slow and nobody knows why
  • Meeting a hard latency or throughput target
  • Stopping guess-driven optimisation that changes everything and improves nothing

What you give it

  • What is slow, where it hurts, and the target if you have one
  • A way to run the workload (or help building a realistic one)

What you get back

  • A measured baseline and a profile naming the real bottlenecks
  • Fixes applied in impact order, each with before/after numbers
  • A report separating what was fixed from what was found but deferred

How it works

  1. Reproduces the slowness with a realistic workload and records a baseline.
  2. Profiles to find where time actually goes — code, queries, network, rendering.
  3. Fixes the biggest proven cost first; one change at a time, measured each time.
  4. Watches for regressions elsewhere: faster here must not mean broken there.
  5. Stops at the target — past it, further optimisation is cost without benefit, and it says so.

Example

You: The reports page takes 30 seconds. Customers think it is broken.

Result: Profile shows 80% in one query missing an index and 15% in rendering rows nobody scrolls to. Index plus pagination: 30s to 1.4s, numbers attached — and a note that the CSV export shares the same query and got faster for free.

Limits — please read

  • No reproducible workload, no honest numbers — it will build one with you first.
  • Some fixes trade memory for speed or freshness for speed; trades are proposed, not imposed.
  • Architectural limits (the design cannot hit the target) are reported as findings, not patched around silently.