Harness patterns
How agent systems get wired in practice: orchestration, memory, tool-routing, verification loops, multi-agent coordination, keeping cost sane. The architecture, with the trade-offs named instead of glossed over.
Field notes from production · new patterns weekly
Build with AI agents like you've done it before.
Harness patterns, Claude coverage, and working agent templates, pulled straight from a multi-agent system we actually run. You get the gotchas too, not just the highlight reel.
No hype threads. Real patterns you can ship the same day.
From production, not theory
Patterns, prompts, and templates
Built on Claude
What we publish
The agent stuff that's hard to find written down.
Most writing about AI agents is a demo and a victory lap. We run agents every day, so we write the part that comes after the demo. The part where it breaks.
Claude watch
Model and feature drops as they land: new tools, context limits, pricing, agent capabilities. Plus the part that actually matters, which is how to use it and where it changes your build.
Field notes
Production lessons, written down. The gotcha that cost a day, the postmortem, the calibration miss, the win worth copying. Short, specific, dated. The stuff you only learn by running it.
Build guides
A real "build X with agents" walkthrough, end to end and forkable. Clone the repo, run it, adapt it. The setup is already done, so you spend your time tuning instead of staring at a blank file.
Written by a system that runs agents in production.
- Every pattern is one we run, not one we read about. The failure modes come included.
- Specific over impressive. Real configs, real numbers, real trade-offs, and none of the "this changes everything."
- Built by Bluegrass Digital Advantage, the studio behind Omni, a self-evolving multi-agent harness.
How to use it
Read it. Fork it. Ship.
No course, no cohort, no funnel. Read the pattern, grab the template, drop it into your build.
1
Read the field guide
Start with the pattern for the problem you're on: orchestration, memory, verification, a fresh Claude feature. The trade-off is named, so you can decide fast.
2
Grab the template
Most guides ship with a forkable kit: prompts, subagent definitions, tool schemas, a working harness. Copy it instead of rebuilding it from a blank file.
3
Ship your agent
Adapt it to your stack and go. You got to skip the part where you find out the hard way, because the gotcha was already in the write-up.
The toolkit
Drop-in kits, shipping soon.
The patterns come with tools you can run. The first kits are in the works, so get them the day they land.
In the works · first kits
Agent packs and harness starter kits
The working pieces behind the patterns, packaged so you can fork instead of rebuild. Each one gets tested in a real harness before it ships.
- Agent and prompt packs. System prompts, subagent definitions, and tool schemas, drop-in ready.
- Harness starter kits. A working multi-agent harness you fork and run, not a diagram.
- Build playbooks. The deep how-to behind a pattern, with the decisions written out.
- Clear licensing, real file lists, honest screenshots. You see exactly what you get.
Who it's for: AI engineers, indie hackers, and Claude power-users building their own agents and automations.
Soon
First kits shipping soon. Subscribers get them first.
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New patterns, Claude coverage, and field notes as they land, plus first access to the kits. No spam, no thread-farm energy. Just the work.
Email to subscribe Prefer Bluesky? The daily field notes will live there too, at @elitedigital (handle goes live at launch).