AI Performance Engineering Toolkit

Your AI performance engineering toolkit

Working code, extracted from LoadMagic production, delivered bespoke to your tool stack, domain, and team — in 5 working days.

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Live now AI Performance Engineering — the book £19 ebook · £29 print · Free How to Build a JMeter AI Agent — free guide + email series

Featured bundles

The recommended entry point. Each bundle is a working system — not a tutorial. Delivered bespoke in 5 working days.

JMeter AI Starter
"Chat with your JMeter today."
Includes: Chat Panel · LLM Abstraction · RAG · KB: JMeter API · KB: JMeter Q&A
£99 £175 save £76
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Working code repo + walkthrough video · built to order in 5 days
Suzy Pack
"Build and debug JMeter scripts with AI help."
Includes: Chat Panel · RAG · KB: Groovy · Tools
£119 £166 save £47
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Working code repo + walkthrough video · built to order in 5 days
Carrie Pack
"Automate correlation and self-healing."
Includes: Chat Panel · Visualiser · Tools · Orchestration
£149 £206 save £57
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Working code repo + walkthrough video · built to order in 5 days
Most complete
GodMode Path
"The full AI performance engineering system."
Includes: Advanced Agentic Orchestration · Orchestration · World Data · Self-Learning · Eval
£249 £325 save £76
Includes 20% off your first consultancy engagement
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Working code repo + walkthrough video · built to order in 5 days
How it works: Every paid product is built on order, tailored to your company logo, tool stack, domain, and pain points — then delivered within 5 working days. Not generic tutorial code: production code extracted from LoadMagic, reshaped to your context. Register your interest above and we'll confirm availability and take your order by email.

Individual modules

Available standalone or as part of a bundle. Learning path order — start at L0 and build up.

L0 Foundation — The plumbing every AI agent needs
Chat Panel
3-mode toggle JMeter chat panel, tailored to your tool stack — the entry point to everything.
LLM Abstraction
Swap Bedrock / OpenAI / Ollama / vLLM without a rewrite. toolkit/llm.py extracted and genericised.
World Data
Clean, agent-ready data fundamentals — HAR sanitisation patterns, boundary conventions.
Prompt SSOT
File-based prompts, hash logging, deploy verification — no hardcoded fallback discipline.
L1 Knowledge — Give your agents a brain
RAG
Retrieval plumbing: chunking, embeddings, OpenSearch/ChromaDB setup, tailored to your corpus.
KB: JMeter API
Drop-in retrieval over canonical JMeter API docs — ingestion script and starter queries.
KB: JMeter Q&A
Curated Stack Overflow / forum / runbook answers, chunked and ready for retrieval.
KB: Groovy
JSR223 / Groovy scripting reference and examples — Suzy's knowledge base.
L2 Action — Agents that do things, not just answer things
Visualiser
Result capture → feed to agents. Locust UI step list + correlation overlay.
Tools
Agents that insert, disable, and modify extractors. correlation_applier.py extracted.
Eval
Golden flows, regression smoke, before/after diff — know your agent still works.
L3 Advanced — The full autonomous system
Advanced Agentic Orchestration
Advanced mutations and investigations. MutationExecutor.java + DispatchLoop.java extracted.
Orchestration
Runbooks, triage, tool-efficient dispatch. agent_dispatch.py + George triage extracted.
Self-Learning
RAG that grows from agent runs — MIND context injection, correlation history feedback loops.
Secrets & Deployment Specialist
Air-gapped vs cloud vs hybrid deployment patterns — drawn from EPORT. Critical for enterprise buyers.
Cost & Token Budget Specialist
Per-call budgets, model tiering, cache strategy, Gemini thinking-token gotcha.

All T2 modules: working code repo + README + walkthrough video, built to order, delivered in 5 working days. Individual modules available to order by email at [email protected].

Also available

Available now
AI Performance Engineering — the book
The first practical guide to AI-powered performance testing. Five agents, three-layer self-healing, a stopwatch study, and honest numbers — by David Campbell, founder of LoadMagic.
£19 ebook · £29 print
Get the book →
Free
PT Document Templates
8 performance testing document templates: PT Plan, Readiness, NFRs, Stress/Soak/Peak Run Reports, Completion Report, Performance Requirements. Two templates free, full set £29.
From free — full set £29
Get free templates →

Not sure where to start? We can help.

The toolkit gives you the code. The services give you DC's time. Every T2+ purchase includes 20% off your first engagement.

Scoping Assessment
30-minute discovery call. No obligation. Work out what you need before you spend anything.
Free
Framework Adoption
End-to-end implementation: install, configure, knowledge transfer, first correlation run with your team.
From £2,500
Team Training
Half or full-day live workshop, tailored to your team's stack and test domain.
From £500/day
Retainer / Support
Monthly access to DC for questions, code reviews, and escalations as you build.
From £500/month
Book a scoping call →

Start with the free guide

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