Doug Lyford
814 posts

Doug Lyford
@DougLyford
Software Engineer | Indie Hacker | Entrepreneur | Card Player I love building things! https://t.co/8FmS6vkKUG











your company's most valuable asset is the one engineer who understands it. and AI agents just made that person 10x more critical, not less. cursor, copilot, claude code. these tools are only as good as the context you feed them. and in most enterprises the context lives in exactly one place: the head of the senior engineer who's been there seven years. when they take PTO, AI output quality drops. when they leave, the AI becomes useless for anything complex. that's the tribal knowledge problem. AI amplifies it. it doesn't eliminate it. unless you capture the knowledge first. at 8090 we built Software Factory around the Knowledge Graph for exactly this reason. Requirements captures business intent in plain english. Blueprints captures architecture decisions. Work Orders and Tests link every artifact forward and backward. nothing lives in a head. everything lives in the graph. EY deployed this across hundreds of consultants. new engineers reach productivity in weeks, not quarters. the context is in the system. tribal knowledge dies. documentation lives. that's not a slogan. it's the architecture. try it: factory.8090.ai/?utm_source=x&…


My best performing asset this month is doing nothing





















