Your manager asks "when will it be stable?" You don't know. Your team deploys broken code because CI is red so often they ignore it. You spend 10 hours a week debugging flaky selectors instead of building what matters.
The Test Failure Automation Kit gives you copy-paste AI prompts that find root causes in 30 seconds, heal broken selectors, and generate bug reports your developers actually read. Get your Fridays back.
"The only thing more expensive than testing
— Every Production Incident Report
is not testing."
They'd fail in CI. Pass locally. Every. Single. Time.
Hardcoded waits. New selectors. Different browsers. Nothing worked.
Then one evening I fed the logs to Claude. It spotted the race condition in 30 seconds. I fixed it in 5 minutes. Went home before 9 PM for the first time that week.
That's when it clicked: AI doesn't replace you. It makes you 10x faster at the parts you hate.
15 years and 50+ projects later, I've built a system of prompts that catches failures before you waste hours debugging. These are the exact prompts I use in production.
Now you can use them too.
You spend 10 hours a week debugging test failures. What if AI could do it in 10 minutes?
$29 $20
with code LAUNCH30
The prompts I use in production, tested by me and fellow QA engineers on real projects. Copy one, paste into your AI, get root cause analysis in 30 seconds. No more 2-hour debugging sessions.
Try it for 7 days. If it doesn't save you at least 5 hours in the first week, email me. Full refund. No questions. No friction.
Instant PDF download via Gumroad. No account needed. Start using prompts in 2 minutes.
Level 1 — Understand
$69 $48
with code LAUNCH30
Validate LLM outputs, handle non-deterministic behavior, detect hallucinations, and build confidence in AI-powered features. 9 in-depth chapters.
7-day money-back guarantee. Read it, try it, decide.
Get L1 — $69Instant PDF download via Gumroad.
Level 2 — Apply
$99 $69
with code LAUNCH30
Let AI write your tests, maintain your selectors, and triage failures automatically. Production-ready patterns with real code. 8 practical chapters.
7-day money-back guarantee. If the patterns don't work in your stack — full refund.
Get L2 — $99Instant PDF download via Gumroad.
Level 3 — Scale
$169 $118
with code LAUNCH30
Scale AI testing across teams. Governance, pipelines, observability, and org-wide rollout strategies. 12 comprehensive chapters.
7-day money-back guarantee. Enterprise-grade content, zero risk.
Get L3 — $169Instant PDF download via Gumroad.
$299 $209
with code LAUNCH30 — ends Feb 28
7-day money-back guarantee on the entire bundle. Zero risk.
Get the Bundle — $299Prices may be subject to local taxes.
"The cloud is just someone else's computer,
— CFO's Nightmare
running up someone else's... wait, no, that's YOUR bill."
54 pages · 10 production-tested prompts
9 chapters · Foundations to Advanced
8 chapters · Implementation Guide
10 chapters + appendix · Enterprise Scale
Real feedback from QA engineers and SDETs
"Finally something that doesn't waste my time. No 'AI will magically fix everything' BS — just prompts that actually work when you paste them into Claude or Copilot. I didn't have to rewrite a single one. The self-healing approach clicked immediately for our codebase."
"You can tell whoever wrote this has actually debugged production failures at 2 AM. No filler, no theory dumps. Straight to what works."
"Spent one evening going through it. Next morning I tried the RCA prompt on a failing test that'd been bugging me all week — 15 minutes instead of my usual 2 hours. Honestly didn't expect that."
"We were blowing $0.50 per API call on GPT-4 for stuff a cheap model handles fine. The model selection guide showed us where to cut. Dropped our AI costs by like 80%. That chapter alone paid for the ebook ten times over."
"Look, if your CI pipeline is red more often than green and you're tired of spending Friday afternoons figuring out which failures actually matter — just get this. I wish I had it six months ago."
"Gave the bug report prompt to my team on Monday. By Wednesday our Jira tickets actually had steps to reproduce and environment details. My manager asked what changed. Best $29 I've spent this year."
Instant PDF delivery via Gumroad. Open it. 2 minutes.
Pick the one that matches your problem. Self-healing, root cause, or bug reports. 1 minute.
Claude, GPT, Copilot, Cursor. Get the root cause in 30 seconds. Ship the fix in 5 minutes.
Total time: 10 minutes. What you used to spend: 2 hours minimum.
"It's not a bug, it's an undocumented feature.
— Git Blame Champion
Actually, it's definitely a bug."
Senior Test Automation Engineer & AI Enthusiast
15 years debugging flaky tests in healthcare, fintech, government, and e-commerce. 50+ projects across 10+ industries. The tech stacks change. The pain points don't. These guides contain the patterns that actually work — so you don't have to learn them the hard way.
Right tool for the job, not the one with the best marketing. Java, TypeScript, Python, or GoLang — the language serves your problem. Not the other way around.
Community-driven projects. Use them, fork them, contribute.
MCP server giving AI assistants full access to LangFlow workflow automation. 93 tools. Create, manage, and execute AI workflows from any MCP-compatible client.
Essential security skills for Claude Code. Scans for malicious MCP servers, exposed API keys, and supply chain attacks. Covers OWASP Agentic Top 10.
macOS display resolution switcher. SwiftUI + CoreGraphics. Open source, free forever.
You've tried fixing it yourself. Your team is stuck. You need someone who's solved this exact problem before.
Your team argues about which AI tool to use. Nothing gets shipped.
Walk away with a clear roadmap: where AI cuts your debugging time and where it wastes money. Decision made in 1 week, not 6 months.
Your test suite takes 4 hours to run. Developers ignore failures.
Find the 3 tests causing 80% of your failures. Cut runtime. Make your team trust CI again. Prioritised action list included.
Off-the-shelf tools don't fit your legacy stack.
Custom framework built for your constraints. No vendor lock-in. Your team can maintain it after I leave.
Limited availability — I take on 2-3 engagements per quarter.
Book a Free Discovery CallResponse within 24 hours.
"The difference between theory and practice
— Anonymous Engineer
is smaller in theory than in practice."
Self-healing selectors. AI root cause analysis in under 3 minutes. Automatic bug reports. 54-page guide with 10 production-tested prompts. Works with any framework, any language.
Works with any AI you already use: Claude, ChatGPT, Copilot, Cursor. Free tier is enough for 90% of use cases. If you can paste text into an AI chat, you can use this kit.
Yes. Works with Selenium, Cypress, Playwright, Appium, TestCafe, WebdriverIO — any framework that produces error logs. The prompts analyse logs, not framework internals.
QA engineers, SDETs, developers who write tests, and anyone moving into test automation. If you work with test code and want AI to handle the tedious parts — debugging, root cause analysis, bug reports — this is for you. Whether you're scaling an existing framework or building your first one.
You absolutely can. Most people do — and waste 2 hours getting generic answers that don't work in production. The gap between "AI-generated test advice" and "patterns that survive real CI/CD pipelines" is massive. This kit is built on 15 years of hands-on automation across 50+ projects, reviewed and stress-tested by fellow senior QA engineers. Theory and practice rarely match — these prompts close that gap because they come from real failures, real fixes, and real production environments. You're not paying for prompts. You're paying to skip the trial-and-error that took years to figure out.
7-day money-back guarantee. No questions asked. Email [email protected] and you get a full refund. No awkward conversations. No hoops.
The bundle is $299 ($209 during launch with code LAUNCH30) — all four levels plus two exclusive bonuses worth $146. Total value: $512. You save $67 compared to buying each level separately. Every product has a 7-day money-back guarantee, so there's zero risk. Start with the Starter Kit ($29) to test the approach, then upgrade.
Valid concern — and exactly why the kit is built around principles, not specific model versions. The prompts work with Claude, GPT, Copilot, and whatever drops next, because they target how you structure requests to AI, not which button you click. The model selection chapter teaches you to evaluate any new model in 5 minutes. When the paradigm shifts, subscribers get updated guidance first. Existing buyers always get a significant discount on new editions. The AI world moves fast. Your investment doesn't expire.
Yes. AI-Native QA (Series 1) is complete. Nine more series are in production: AI Coding Assistants, Testing Non-Deterministic AI, MCP Server Development, AI Agents for Testing, RAG Agents, AI Security Testing, Multi-Agent Systems, Playwright Enterprise, and CI/CD for QA. Subscribe on Gumroad to get notified.
No fake countdown timers. No "only 3 left" nonsense. Just a $29 kit that saves you 10+ hours a week. Or keep debugging at 11 PM. Your call.
Get the Kit — $29Instant PDF download via Gumroad. 7-day money-back guarantee. No questions asked.
