Intent, Not Implementation
Write what you want. Claude chooses the library, the connection string, the output shape. You never see COM Interop, NuGet packages, or SQL client boilerplate.
A local workflow practice for Windows. No infrastructure. No always-on agents. Human judgment as a first-class architectural primitive.
REACH is a local workflow practice where you declare what you want to reach into β Outlook, SQL Server, git, a browser, a desktop UI β and Claude compiles it to a typed C# script that runs against your live systems. No pre-built connectors. No fixed implementations. The capability surface is unlimited because Claude picks the library, not you.
A .reach file is the intent layer. Claude is the compiler.
OCTO is an orchestration pattern built on REACH. Where REACH is a single arm reaching into one source, OCTO coordinates multiple arms simultaneously β each reaching independently, the combined signal surfacing a contextual decision interface at the moment that matters.
Named after the octopus: eight arms, each semi-autonomous, coordinated by one intelligence. The arms find. The octopus decides.
An .octo file is the orchestration intent. Claude is the conductor.
The canonical demonstration. Five arms. One surface. One decision. One joke.
08:45 β morning.octo runs
Arms reach simultaneously:
outlook.inbox β 3 flagged items, 1 urgent thread
teams.planner β 2 overdue, 1 due today
teams.transcript β last standup: deployment mentioned
git.commits β 2 commits yesterday, on track
Surface appears:
ββββββββββββββββββββββββββββββββββββββββββββββββ
β Good morning. Here's what needs you. β
β β
β π΄ Sarah emailed twice β awaiting reply β
β π‘ Project planner item β 3 days overdue β
β π Deployment flagged in yesterday's standupβ
β β
β [Draft reply to Sarah] β
β [Send morning summary to team] β
β [Snooze planner item] β
β [Show me everything] β
ββββββββββββββββββββββββββββββββββββββββββββββββ
OCTO closes:
"Sarah will appreciate that.
One less thing before your first meeting."8:52am. Day begins.
| Enterprise agentic frameworks | REACH + OCTO | |
|---|---|---|
| Setup | Infrastructure required | .NET 10 SDK |
| Tokens | Continuous burn | Per task β bounded |
| Human | Routed around | First-class architectural primitive |
| Output | Whenever agents decide | When you ask |
| State | Framework-managed, complex | Flat files β owned by you |
REACH + OCTO are not competitors to LangChain, AutoGen, or CrewAI. They answer a different question:
"How does one person work better tomorrow morning?"
playwright install chromium for browser reaches@misc{shatny2026reach,
author = {Shatny, Michael},
title = {REACH + OCTO: A Local Workflow Practice and Orchestration Pattern},
year = {2026},
publisher = {Zenodo},
doi = {10.5281/zenodo.20680385},
url = {https://reach.semanticintent.dev}
}