Software · AI · Engineering

We build software
that thinks.

Mambyte is a software engineering studio in Porto, Portugal. We design and ship custom platforms, production LLM & agent systems and game-grade AI — and we embed our engineers inside your team when you need us closest to the problem.

Start a project →Explore services
Porto — PTEST. Porto · shipping worldwide41.1579° N, 8.6291° W
What we do

Engineering,
sharpened by AI.

/01

Custom Software Development

End-to-end product engineering: web platforms, APIs and integrations built from scratch and taken to production.

Web platformsAPIsCloud
/02

AI & LLM Engineering

Production LLM and agent systems for real products — including agentic talent-matching and screening intelligence for recruiting platforms.

Agent systemsLLM pipelinesRAG
/03

Poker & Game AI

Decision engines and training intelligence for skill games — from solver-grade analysis to real-time in-play advice.

Decision enginesReal-timeTraining tools
/04

AI Evaluation Services

Independent evaluation of AI systems: benchmark design, eval pipelines and human-in-the-loop review that tell you the truth about your models.

EvalsBenchmarksModel QA
/05

Forward Deployed Engineering

Senior engineers embedded directly in your team — shipping from inside your codebase, your standup and your roadmap.

Embedded teamsSenior engineers
/06

IT Recruitment Consultancy

Technical hiring support from people who actually engineer: screening, interviews and signal you can trust.

ScreeningTech interviews
All services in detail →
Forward Deployed

Your team,
extended.

Some problems can't be solved from the outside. Our forward deployed engineers work inside your organisation — in your codebase, your standups and your on-call — bringing the studio's AI and product experience with them.

/01

Embedded in days, not months

Our engineers join your repos, rituals and channels within the first week — no lengthy onboarding theatre.

/02

Outcomes, not tickets

We take ownership of roadmap items end-to-end: design, implementation, rollout and the pager that comes with it.

/03

Knowledge stays with you

Documentation, pairing and clean handovers are part of the job. When we leave, your team is stronger than before.

Mambyte presentation videoWatch the video
The studio

Small studio.
Serious systems.

We are a senior engineering studio based in Porto. We keep the team deliberately small so that every project gets engineers who have shipped production software before — from monitoring platforms for facility-services groups to poker AI and agent systems used inside global talent networks.

10+
Years shipping
4
Countries served
100%
Senior engineers
Clients

Trusted by teams
who ship.

/01
ITAU
Monitoring & operations platform
/02
A.Team
Agent systems for talent matching
/03
AltoLogica
Software engineering partner
/04
Pokermuscle
Poker AI & training tools
/05
Squad
AI-powered hiring platform
/06
InfraPlan
AI for water infrastructure
Also worked with
Lemon.io logolemon.ioArdentBlue logoMVP Match logo
FAQ

Answers, upfront.

What does Mambyte do?
Mambyte is a software engineering studio based in Porto, Portugal. We build custom software platforms, production LLM and AI systems, poker and game AI, and we provide AI evaluation services and forward deployed engineers who work inside client teams.
What is forward deployed engineering?
Instead of outsourcing work to a distant agency, forward deployed engineering places our senior engineers directly inside your team — your codebase, your standups, your tooling. You get studio-level expertise with the speed and context of an in-house engineer.
Do you build LLM-powered products?
Yes. We design and operate production LLM and agent systems, including agentic talent matching and screening for recruiting platforms, retrieval pipelines, prompt systems and structured-output APIs — always with evaluation and cost control built in.
What are AI evaluation services?
We independently measure how well AI systems actually perform: benchmark design, automated eval pipelines in CI, human-in-the-loop grading and regression tracking across model and prompt versions. You get evidence instead of vibes.
Where are you located and who do you work with?
We are based in Porto, Portugal, and work remotely with clients across Europe and the United States — from facility-services groups like ITAU to tech talent networks and gaming companies.
How do we start a project with Mambyte?
Email hello@mambyte.com or use the contact form. We typically reply within one business day, start with a short scoping call, and can have engineers working on your problem within a couple of weeks.
Next step

Have a problem worth
solving? Let's talk.

Get in touch →