Capability
AI & agents
AI that ships, not demos — LLM features, retrieval-augmented generation, and agent orchestration wired into real product workflows, with the evals and guardrails to keep them honest.
How we think, not just what we type
Concepts & patterns we work in
The ideas behind the tools — the patterns we've applied in production, not buzzwords.
Retrieval-augmented generationAgent orchestrationTool / MCP integrationPrompt engineeringEvals & guardrailsStructured output & function callingVector searchHuman-in-the-loop
The stack we reach for
What we actually use
The tools and languages we have real, shipped experience in — not a wish list.
Models
Claude / Anthropic
OpenAI
Claude / AnthropicOpenAIRetrieval
RAGpgvector
Meilisearch
MeilisearchAgents
Agent orchestrationTool / MCP integrationPrompt engineering
Quality
EvalsGuardrails & monitoring
Proof, not promises
On our radar
This is some of our newest work — much of it under wraps. The fastest way to see it is the two-week Automation Sprint, or just book a free audit.
Bring the napkin sketch.
Get a free 30-minute audit — no sales deck, no commitment.
30 min · Google Calendar · no sales deck
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