AgentDeck for Product Managers
A working 'what is a harness' learning kit for product managers, ops leads, and non-engineering founders evaluating or commissioning AI agents from vendors or internal teams.
product managers and operations leads at mid-size companies who need to spec, evaluate, or oversee AI agent projects without writing code
- Interactive simulator showing the difference between an LLM, an LLM-with-tools, and a full agent loop, with no code
- Vendor scorecard that scores an AI agent product on its harness quality (retry budgets, exit states, audit logs) without requiring engineering depth
- Plain-language glossary of harness terms with concrete business-impact translations
- Template for writing an 'agent spec' that maps business outcomes to harness requirements
The Dev.to post and its top comment both show that 'harness' is a confusing term even for adjacent technical roles; PMs and ops leads are now the ones writing the RFPs for agentic products
Product School, Pragmatic Institute, and Udacity all sell AI-agent training aimed at PMs, and research.com reports 40% YoY enrollment growth in AI PM courses — confirms real demand, but the original Dev.to source had only 9 reactions, signaling narrow awareness of the 'harness' framing specifically.2026 Best AI Agent Courses for Product Managers - Research.com ↗Advanced AI Agents Certification Course - Product School ↗
Direct competitors in the 'harness explainer for PMs' niche are sparse, but adjacent offerings (Product School cert, Pragmatic Institute AI PM Expert cert, TheCrunch enterprise agentic AI buyer's guide) cover overlapping ground for non-technical evaluators.AI Product Manager Certification | Pragmatic Institute ↗Agentic AI: Enterprise Buyer's Guide 2026 - Build vs Buy ↗
PMs pay $500–$1,500+ for AI PM certifications, proving willingness to pay for AI evaluation literacy, but a 'deck/kit' format is shorter-form and typically commands $50–$200 — pricing power is modest.Best AI Product Manager Certifications in 2026 (Compared) ↗Advanced AI Agents Certification Course - Product School ↗
The need for PMs to evaluate AI agent projects will persist, but 'harness' as a specific term is still settling in usage — content tied tightly to current terminology may need refresh within 12–18 months as the agent ecosystem standardizes vocabulary.
A learning kit/deck is pure content (slides, worksheets, evaluation checklists) — no infrastructure, no code, straightforward to author and distribute.