Craft & Recipes

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

Clarify the highest-value opportunities and establish a shared product vision - anchored in real user problems, not vendor assumptions.

  • User research & problem framing
  • Opportunity discovery & scoping
  • Risk & ROI modelling
  • Product requirements (PRD)

Design & Architect

Translate requirements into validated designs and a production-ready technical architecture before a single line of code is committed.

  • UX flows & wireframes
  • System & data architecture
  • AI pipeline & agent design
  • Tech stack & infra decisions

Build & Validate

Engineers and AI specialists build scalable, production-grade systems with continuous QA, evals, and iteration baked in from sprint one.

  • Agile sprints & CI/CD pipelines
  • Custom LLMs, agents & APIs
  • Automated testing & eval suites
  • Staging, UAT & sign-off

Launch & Scale

Turn a working product into a market-winning one - from GTM execution to post-launch monitoring and continuous optimisation.

  • Launch & GTM execution
  • Production monitoring & SLAs
  • Adoption metrics & feedback loops
  • Continuous optimisation

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.

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Evals

AI Agent Rubrics & Evals

Composite
DeployedLifestyle, F&B
ServesProduct

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'