Battle-tested frameworks behind every production system we ship. Built from first principles, not vendor playbooks.
Our Craft
A disciplined process from first principles to production. Designed to minimise risk, move fast, and build things that last.
Discover & Define
Workshops where your team helps write the PRD, not just review it.
Design & Architect
We walk every wireframe and architecture call through with your team first.
Build & Validate
Sprint demos and staging access - you watch it run, not just hear about it.
Launch & Scale
Shared dashboards after launch. We stay accountable to the numbers with you.
Recipes
We don't document everything we can build - only the patterns we'd stake a project on. Each one here has earned its place in production.
01Advanced
Multi Agent Rubrics & AI Evals
Agent Architecture
Deployed
eCommerce
Serves
Product
MLLM benchmarking, AI Evals & Guardrails
System AI architecture design, rubrics scoring guide followed by the designing the AI evaluation for Agentic AI development & ML benchmarking for eCommerce shopping app for UAE. Includes scenarios, deterministic, adversarials, quality anchors, observability evals specific to the region demographics, consumer shopping patterns & criterias
02Composite
AI Agent Rubrics & Evals
Evals
Deployed
Lifestyle, F&B
Serves
Product
Model benchmarking, AI Agent development and output
Guided scoring & measuring framework followed by the evaluation, training and fine tuning for Multi AI agent development, ML benchmarking for a party planning, grocery and shopping app.
Includes scenarios, deterministic, adversal, quality anchors, observability eval suite to build a robust 'Chef Agent'
New recipe in the works
Check back soon.
Have a problem that doesn't match a recipe yet?
How We Work/FAQ
A recipe is a named, reusable engineering pattern we've proven in production & not a one-off case study. It documents the approach so we can move faster and de-risk your build.
Foundational recipes are single proven techniques. Composite recipes combine several into a working subsystem, like an eval suite for AI agents. Advanced recipes are multi-system patterns reserved for the hardest, highest-stakes builds.
From your problem. Recipes are starting points, not templates we force-fit. Every engagement starts with discovery scoped to your need.
A partnership through every phase - discovery, design, build, and launch. You're in the sprint demos and launch dashboards with us, not waiting on a delivery email.
Bring us your hardest problem.
We scope from your need, not our template — then build it as a partnership from day one.
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