AH AgentHarness Agent workflows, packaged as services
A product layer for agent workflows

We harness agents into focused services people can actually use.

AgentHarness is where we package opinionated Claude-powered workflows into products. Each service starts with one practical human need, then wraps the underlying workflow into something simple enough to buy, run, and trust.

Current live workflow: Paper to Illustrated Blog. More workflow surfaces can plug into the same account and credit system.

Good agents need structure. Good products need a clear job to do.

Our view is simple: if an agent workflow solves a real need end to end, it should not stay trapped inside an internal prompt or a private terminal session. It should become a clean service with a clear promise, a stable interface, and a price tag.

Harness the workflow

We design the sequence, guardrails, and output shape first. The model is only one part of the service.

Start from a human job

Each workflow begins with a concrete problem someone already has, not a demo waiting for a use case.

Package it as a product

When a workflow proves useful, we wrap it into a service people can revisit, purchase, and recommend.

One platform. Multiple agent-powered services.

Paper to Blog is live right now. The rest are placeholders for the workflow surfaces we can productize next.

Live now

Paper to Illustrated Blog

Paste a paper URL or upload a PDF. The workflow reads, structures, and returns a polished blog-style article that is easier to publish and share.

  • Input: arXiv / paper URL or PDF upload
  • Output: long-form article draft in clean markdown
  • Best for: research communication and distribution
Open workflow
Placeholder

Research Briefing Pack

Bundle multiple links and files into a concise briefing pack for founders, investors, operators, or anyone who needs an accelerated read-in.

  • Input: links, PDFs, notes, and context
  • Output: briefing memo with source-aware structure
  • Status: concept ready, interface coming later

Run the live service.

Turn research papers into clear, illustrated blog articles. Sign in, submit a paper, and get a polished article back.