AGENTIC AI ENGINEERING
AI systems thatthink, learn, and ship
We build agentic frameworks, implement Claude Code for engineering teams, and create knowledge systems that compound. From day-one context to self-improving pipelines.
What We Build
Six ways we help engineering teams ship faster with AI
Clarity Framework
Open-source agentic intelligence framework. Gives any engineer full project context on day one. Built on Karpathy's LLM Wiki pattern.
AI Integration Consulting
Config-driven pipelines, API connectors, and workflow automation. We wire AI into your existing stack.
Claude Code Implementation
Custom skills, slash commands, memory systems, and MCP servers for your engineering team.
Knowledge Base Builder
The Karpathy wiki pattern as a service. Structured knowledge that compounds over time and makes your team smarter.
Document Processing Pipelines
Multi-format ingest with hybrid AI. PDFs, transcripts, web clips, Slack threads — structured and searchable.
Build in Public
Open source contributions, technical blog posts, and transparent engineering. Follow the journey.
How We Work
Discovery
We audit your current stack, workflows, and pain points. Identify where agentic AI creates the most leverage.
Architecture
Design the system — framework selection, knowledge structure, pipeline topology, integration points.
Build & Ship
Implement iteratively. Working code in days, not months. Every deliverable is production-ready.
Compound
Your system gets smarter over time. Self-learn loops, wiki growth, observation validation. Knowledge compounds.
Ready to build?
Whether you need a full framework implementation or just want to talk agentic AI — let's connect.