Patricia Juárez Muñoz · former Staff AI Product Engineer, AWS

Down the rabbit hole and out the other side, leading.

Human-first coaching and AI fluency for tech professionals. A real coach, practical AI training and simple tools, so you can grow into this new era without burning out.

Not theory. Rooms full of people building.

A live WonderLead session · “Spec first. Always work backwards.”

Start from the customer. Even when the customer is you.

At Amazon, Patricia wrote and reviewed Working Backwards documents for nine years: the launch written as if it already happened, then the hard questions. It is the method inside everything WonderLead runs. Try it on your own next move. Write the release first, then see if it survives review.

1 Who is the customer?
2 What is the problem today?
3 When does it launch?
PRFAQ · draft 1narrative review

For immediate release

Alex starts as Product Manager

The hard FAQ · read in silence first

    Drafted by you · reviewed with Patricia's five customer questions

    The WonderLead white rabbit, thinking

    Four stops. One way up.

    The tools change every quarter. What makes a leader does not. Self-awareness, trust and sound judgment come first, then real AI fluency on top.

    1. I

      The Career Audit

      A free, honest mirror: where you stand in the AI era and the single highest-leverage move to make next. Fifteen questions across AI readiness, how you are really doing at work, and the health of your tech career.

      Free15 minutesStart free
    2. II

      Human-first coaching

      Structured 1:1 coaching for engineers, PMs and managers: promotions, role transitions and real AI-era capability. Every session ends in an action you will be asked about. If the first session isn't useful, it's free.

      $99+ a sessionCareer Accelerator: $599 for sixHow coaching works
    3. III

      REPLAN your route

      Audit and coaching insights become a concrete plan on the platform: daily action, measured progress, zero overwhelm. The antidote to rush, one sustainable step at a time.

      On the platformThree months free with the programmeEnter REPLAN
    4. IV

      AI-Native Practitioner

      Hands-on, in a real cross-functional pod, until building with AI feels natural. A shipped product, under bar-raiser review, at your own pace instead of the hype-cycle rush.

      €550Six weeks · pods of 4 to 8See the programme

    Between sessions: the AI Builder Stack, a living directory of what actually works, and AI Mentors trained on the WonderLead method that answer like a coach, not like a search engine.

    Stop being the person with potential. Become the person with shipped proof.

    The AI-Native Practitioner Programme. Build a real product, in a real cross-functional AI-native team, under bar-raiser review by a team of senior professionals from big tech. Not a course with an instructor: three seniors sit inside the pod and hold the bar on the work you produce, every sprint.

    Week 0

    Alignment

    One shared picture of the product. What AI-native means in day-to-day craft. Find the customer to interview.

    Weeks 1 to 2

    Discovery

    Charter, five customer questions, interviews, the press release and FAQ.

    Gate · PRFAQ review
    Weeks 3 to 4

    Definition and build

    PRD as the AI spec, tech design, UX, implementation, usability tests booked.

    Gate · narrative review
    Weeks 5 to 6

    Launch

    Evals, bug fixes, launch plan. Go or no-go. Ship, or write the COE.

    Gate · launch review

    Agents execute. You think. The bar holds.

    The Practitioner Registry

    A public register of what graduates actually delivered. A hiring manager can open the artifacts and read them. A certificate cannot do that.

    EntryPractitionerRole heldProject shippedPublic artifactsStatus
    C1-01Diana GridinaProduct ManagerViable AI / Product Validator5 Customer Questions · PRFAQ · PRD · COEShipped
    C1-02Arturo OrtegaFull Stack AI EngineerViable AITech Brief · Tech Design · PrototypeShipped
    C1-03Jessica (Li-Chieh Huang)UX Researcher and DesignerViable AIResearch Plan · UX Synthesis · User FlowShipped
    C2-??Your name hereYour roleThe product you'll defend at launch·Claim seat
    Diana Gridina
    “I was a Business Analyst in Ukraine and wanted to move into PM. After tens of interviews I had lost my confidence; this programme gave it back, and the practice I needed to pass PM interviews.”
    Diana Gridina Business Analyst → Product Manager · Cohort 1
    Arturo Ortega
    “The turning point for me was learning how to approach problems the way they do at Amazon: focusing heavily on the customer pain point and working backwards from the client's perspective.”
    Arturo Ortega Frontend Engineer → AI Engineer · Cohort 1 · his video
    Jessica (Li-Chieh Huang)
    “It enables you to turn your efforts into a tangible outcome, something real you can showcase at the end of the experience.”
    Jessica (Li-Chieh Huang) UX Designer → UX Researcher · Cohort 1

    Choose the seat you want credited

    Pods start 16 November or 21 December 2026. Week 0 alignment, then the delivery weeks. No payment until your place is confirmed after the first call. Refund right ends 7 days after Week 0 starts.

    • Standard

      €550

      Hold an IC seat: PM, UX design and research, product strategist or engineer. Or 3 × €200.

    • Leadership Track

      €800

      Hold the Tech Lead or Team Lead seat, with weekly 1:1s with Patricia. Or 3 × €290.

    • Role Transition

      from €990

      The programme plus six private 1:1s on positioning, portfolio and interviews.

    • Solo own-pace

      €350

      Six weeks at your own pace. Senior mentors can also join a pod for free.

    From 1 November 2026, Standard goes to €795 and Leadership to €1095. The review bar does not scale with the invoice.

    A senior in every corner of the pod

    • Patricia Juárez MuñozPatricia Juárez MuñozProgramme owner · bar raiser · engineering and leadership
    • Nick HarutyunyanNick HarutyunyanSenior mentor · UX design and research · Sr. UX Researcher at AWS, PhD in CS
    • Reni OikonomouReni OikonomouSenior mentor · strategy and product · 20 years in tech, former fractional CPO
    Patricia Juárez Muñoz, founder of WonderLead

    Advice from inside the arena, not above it.

    I'm Patricia Juárez Muñoz. I coach the way I worked at Amazon: start from evidence, hold a high bar, and use AI daily without outsourcing judgement to it. Nine years at Amazon as a Staff AI Product Engineer, seventeen-plus in tech, and now full-time on WonderLead.

    At AWS in Berlin I led AI literacy work that went from one team to three organisations. I have mentored more than 180 professionals, sat in more than a hundred engineer interviews and promo panels, and lived the pressure myself: layoffs, role uncertainty and the speed of AI change.

    • Staff AI Product Engineer, Amazon, 9 years
    • EQ Champion at Amazon
    • Contributor to O'Reilly's Tech Lead Multipliers
    • Top 10 AI Mentor on ADPList
    • People she has coached work at AWS, Expedia, EA, TikTok and MongoDB
    • Mom in Big Tech

    “My promise: I will tell you the truth about where you stand, then build the shortest honest path from there.”

    Paolo, Software Engineer, AWS Hired with Patricia's guidance

    What people say, after the looking glass.

    “Patricia has been a reliable mentor to me for nearly three years, serving as a helpful sounding board during my promotion process at AWS. Her constructive feedback and strategic insights provided a clear roadmap for navigating complex career milestones.”
    Sid, Senior Engineer, AWS Promoted with Patricia's coaching
    “Patricia's coaching was instrumental in helping me land my role at AWS. If you're serious about breaking into Big Tech, Patricia is the mentor you need.”
    Paolo, Software Engineer, AWS Hired with Patricia's guidance
    “She guided me through Working Backwards documents, which really helped me clarify the system design and metrics. I feel more prepared for shipping and interviews.”
    Piyush Chauhan Graduate Teaching Assistant · 1:1 mentorship

    For companies · AWS Berlin, nine months

    Nobody was asked to join.

    A director was enthusiastic about AI. There were Lunch and Learns. There were Slack posts. Inside the teams, almost no one engaged. Licences were not the problem. People were hesitant.

    So the sessions became bottom-up. Optional. In working hours. No usage tracking, and deliberately no metrics in phase one. Every role in the room, on real work.

    One team→seven→three organisations sharing a floor

    People who had never touched AI were building on-call agents and design-system automation, and demoing them. Learners became the teachers. The findings went to AWS's senior principal for AI literacy, who agreed to apply the approach.

    WonderLead now runs the same sequence with other companies: the AI-Native Team Programme for teams, on work time, and the AI-Native Executive, a private working session for the leaders who own adoption.

    A WonderLead hands-on AI workshop around one table
    “Her ability to connect people, encourage curiosity, and create psychological safety around learning new technologies had real impact on AI literacy and adoption.”
    Olga Madejska Head of AWS Design Systems
    “She single-handedly created an environment where we could safely explore, experiment, and adopt cutting-edge technologies.”
    Kamil Bladoszewski SDE II, AWS
    “It created a useful space for people to learn, ask questions, and see what others were building.”
    Michael Dowse Senior SDE, AWS · Cloudscape
    The WonderLead community at a live event
    A live mentoring circle, everyone at their laptops

    Same room, new date.

    • Second Friday, monthlyAI-Native Builder Accountability SessionFree · Zoom · a monthly circle for builders using AI in real workRegister on Luma
    • 27 June 2026Growth Workshop: From Idea → Startup with AIGrowFirma · The Social Hub Berlin · Patricia on vibe coding and AI development
    • 13 June 2026Building with AI: From Idea → Launch (Live)Winner: WardroBro by Komal Jadhav, a voice-first AI wardrobe companion
    • 5 June 2026Building with AI with Hive Minds and w3hub · BerlinWinner: hearTTales by Komal Jadhav, storytelling for children
    The WonderLead meetup group

    Letters from WonderLead.

    One calm email on what actually works in the AI era. No noise, no rush, no hype. Every letter has its own cover, with Patricia drawn into the story in a new outfit.

    Subscribe, it's free

    The White Rabbit panicked about time. You won't have to.

    Ask about coaching, the programme dates and seats, the free audit, or bringing WonderLead to your team. When you're ready, the Rabbit writes your note to Patricia so you only have to press send. She replies within two business days.

    Or write directly: patri@wonderlead.tech

    The White Rabbit · WonderLead