Article
From dependencies to execution
Graph engineering and orchestration: what an arrow means, which work can overlap, why a ready task still waits, what survives an interruption, and who decides a finished result can be used.
Graph engineering, dependency graphs and scheduling for multi-agent work: what can run, what waits and who decides it is done.
Writing 5
ArticleLuna: Changing a Connected System
A valid model answer became a chatbot failure because its response format had changed. The repair shows how a small interface assumption can spread through a system—and how a work graph helps carry the change.
ArticleThe Graph Is Not the Runtime
Choosing tools is not the end of design. After a graph-shaped way of working is available, something still has to hold the drawing, advance the pieces that are ready, and decide whether what came back was acceptable.
ArticleWhat Happens After You Choose the Right Tool
A dependency graph can expose eligible work, but it cannot schedule a worker, define material completion or grant human authority. Here is how to separate the DAG, node contracts, runtime and revision lifecycle.
ArticleThe Serial-Default Trap
A folder of documents is still crawling through its queue hours after the result stopped needing human attention. The delay is a quieter decision: each item waits, although the items do not depend on one another.
Systems & projects 4
WorkDistributed AI Orchestrator
A recoverable orchestration system for multi-step production work, using dependency state, material evidence and human review to decide what can proceed.
WorkCreative Campaign Engine
A review-gated campaign workflow that keeps related creative work recoverable as dependencies, evidence, and decisions change.
WorkIterative Reasoning Engine
A historical reasoning prototype separated per-request context from batch coordination while making its incomplete branching, persistence, and consensus boundaries explicit.
WorkInstance Chat System
A persistent messaging layer for durable, searchable handoffs between independent working sessions.
