Notes from the AI cloud
Engineering deep-dives, product stories, and field notes from the team building DODIL — Ignite, K3, VBase, and Scriptum.
Latest
From Zero to Building in Two Minutes: CLI, Login, and Your Agent
Register, install the dodil CLI, log in, and connect your agent (Claude Code, Cursor, VS Code, Codex) over MCP — the whole DODIL setup, once.
Building a Leads Data Warehouse: Enrich & Classify 200k Orgs on a Cheap Model
Discover orgs for free, enrich them, classify 200,000 companies on a cheap self-hosted model, and land the result in a queryable K3 warehouse — built by an agent over the DODIL MCP.
Inside the DODIL AI Cloud: One Bucket, Three Planes — On Our Own Hardware
An engineer's tour of how DODIL is built: a knowledge, compute, and inference plane glued by typed pipelines — running on our own hardware and network.
Building an Agent Cache on K3
A semantic and exact cache that maps prompts to prior answers to cut latency and model spend — with the CLI or by prompting an agent.
DODIL is in Alpha — Build on It Free
As of June 22, 2026, the DODIL AI cloud is open for alpha. Sign up free and start building on K3, Ignite, Models, and Scriptum — with the CLI or by prompting an agent.
A Code & Dev-Memory Store for Agents
Keep source snapshots, design notes, and durable engineering memories so an agent can recall decisions and find code by intent — with the CLI or by prompting an agent.
Tutorials
View all →Building a Leads Data Warehouse: Enrich & Classify 200k Orgs on a Cheap Model
Discover orgs for free, enrich them, classify 200,000 companies on a cheap self-hosted model, and land the result in a queryable K3 warehouse — built by an agent over the DODIL MCP.
Building an Agent Cache on K3
A semantic and exact cache that maps prompts to prior answers to cut latency and model spend — with the CLI or by prompting an agent.
A Code & Dev-Memory Store for Agents
Keep source snapshots, design notes, and durable engineering memories so an agent can recall decisions and find code by intent — with the CLI or by prompting an agent.
Engineering
View all →From Zero to Building in Two Minutes: CLI, Login, and Your Agent
Register, install the dodil CLI, log in, and connect your agent (Claude Code, Cursor, VS Code, Codex) over MCP — the whole DODIL setup, once.
Inside the DODIL AI Cloud: One Bucket, Three Planes — On Our Own Hardware
An engineer's tour of how DODIL is built: a knowledge, compute, and inference plane glued by typed pipelines — running on our own hardware and network.