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The FDE and AI Engineer Guide
Turn real workflows into safe, measurable AI systems
A practical open-source guide for FDEs, AI engineers, product teams, and operators building production AI systems. Start with real workflows and measurable value, choose the smallest sufficient mix of rules, ML, models, agents, and human review, then ship with secure tool contracts, evaluations, release gates, observability, and operating playbooks. Includes templates, blueprints, controls, and executable examples.
Hey Product Hunt! I made The FDE and AI Engineer Guide for the work that happens after “we should build an agent.”
It is an open-source, practical kit for turning real workflows into safe, measurable AI systems: value cases, intelligence selection, tool contracts, evaluations, release gates, operating playbooks, and runnable examples.
The central idea: an agent is a mechanism, not the product. The product is a workflow outcome someone can verify, operate, and improve.
I’d love feedback on what’s missing most in your path from AI prototype to production.
About The FDE and AI Engineer Guide on Product Hunt
“Turn real workflows into safe, measurable AI systems”
The FDE and AI Engineer Guide was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #89 on the daily leaderboard. A practical open-source guide for FDEs, AI engineers, product teams, and operators building production AI systems. Start with real workflows and measurable value, choose the smallest sufficient mix of rules, ML, models, agents, and human review, then ship with secure tool contracts, evaluations, release gates, observability, and operating playbooks. Includes templates, blueprints, controls, and executable examples.
On the analytics side, The FDE and AI Engineer Guide competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how The FDE and AI Engineer Guide performed against the three products that launched closest to it on the same day.
Who hunted The FDE and AI Engineer Guide?
The FDE and AI Engineer Guide was hunted by David. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of The FDE and AI Engineer Guide including community comment highlights and product details, visit the product overview.
David