Will Engineer
Software Engineering & Harness Engineering
Build, understand, share.
Guides to software, AI agents, and automation. Projects to explore and lessons you can put to work.
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Three paths from understanding a concept to putting it into practice.
Agents & harnesses 5 min
AI in every team. A shared foundation for the work.
Domain-specific harnesses: how marketing, sales, finance, and support can use AI with context, boundaries, and a path to improve.
Read guideSoftware 3 min
AI-generated code: what to review before deployment
A review workflow for finding risks that a working interface cannot reveal.
Read guideAutomation 3 min
Your workflow failed. What happens next?
How to design retries, alerts, and reruns in n8n without duplicating actions.
Read guideYour next read
All materialsAgents & harnesses 4 min
Harness Engineering: from conversation to controlled action
How to connect agents to business tools without giving them every permission.
Read guideAgents & harnesses 2 min
How to tell whether a change improved your agent
A small test set for comparing behavior, cost, and failures before release.
Read guideAgents & harnesses 3 min
From request to test: organize AI-assisted development
How specifications, context, and validation loops keep people and agents working toward the same outcome.
Read guideProjects worth exploring
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Will Chat
The customer service platform for your automation projects.
Deliver conversations, CRM, AI, and integrations to your clients on a ready-to-use foundation. Focus on workflows and the needs of each operation.
Explore Will ChatThe experience behind the writing
Six years building digital products, with the last two focused on software engineering. The work has grown from websites and stores to platforms, integrations, and AI infrastructure.
My current focus is domain-specific Harness Engineering: building environments where business teams use AI with access to the right systems and clear rules. Beyond applying that structure to software development, I build the foundation for teams to create, test, and improve their own workflows.
2020–2022
Web and integrations
Websites and stores connected to CRM, customer service, and automation for local businesses.
2023–2025
Frontmidie
Founded an agency and coordinated development, design, and marketing deliveries.
Cilic
Technical leadership
Architecture and evolution of SaaS, agents, and integrations across APIs, CRMs, and ERPs.
Today
Will Engineer
Web platforms and AI harnesses for the work of different business teams.
Have something to build?
A shared AI foundation with tools, context, and permissions tailored to each team. Marketing, finance, sales, and support can propose improvements and put them to work with testing, approval, and monitoring.
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