Mambo Meadow
Breathing, fasting and everyday activities, together in a quiet place to practice.
Explore Mambo Meadow

I help executives shape AI strategy.
I build software factories and help teams adopt them.
I create and fine-tune agents and skills.
I embed security into engineering workflows.
I train teams and advise leaders.
01 / Work together
For leaders turning AI ambition into a clear strategy.
For teams building better software with AI, quality and security built in.
For experts delegating routine work and automating what slows them down.
Create and fine-tune agents and reusable skills for your own work or your company. Connect them into software factories, from context and planning to implementation, testing and review. Evaluate the results, refine the behaviour and keep human decisions and security part of the system.
A dark factory is a workflow where agents carry out the work between defined checkpoints. The useful question is which parts your team can reliably delegate.
An expense-report tool took about three minutes of my attention and a three-sentence prompt. SFLO continued building for longer.
Assess applications and infrastructure: compute, databases, network access and software supply chains. Review logs, metrics and alerts, including WAF and application load balancer logs, to find gaps in detection and response.
Develop security agents and bring security checks into delivery. I work with specialist cybersecurity AI models alongside hands-on review and engineering judgment.
Discuss securityConnect technical direction to product needs: architecture, engineering practices and platform decisions that support the next stage of growth.
Work through high-load systems and big-data platforms, observability, reliability and cloud costs. Understand where capacity, complexity or spending is getting in the way, and what to change.
Discuss engineering strategyFind the workflows worth changing. Work through the technical, security and organisational decisions, then turn them into a concrete next step.
Discuss AI adoptionBuild an agent with me for something you or your company actually needs. Start with a working result, then learn how to adapt, evaluate and maintain it.
One-to-one or with your team. Bring a real task, from organising your own work to improving a company workflow.
Talk about your team02 / Open source
Fast Shot is the shorter variant for bounded decisions and tasks.
Probe mode adds evidence collection through tools and controlled experiments.
No tests. No security agent.
Includes a dedicated security agent.
03 / Products
Breathing, fasting and everyday activities, together in a quiet place to practice.
Explore Mambo Meadow
Say what’s on your mind. A voice-first productivity app that transcribes and organises your thoughts in English, but also in smaller languages like Lithuanian or Finnish, and more.
Explore Finally DoneStart a conversation
Tell me what you’re working on,
where it gets stuck, and who it’s for.