Latest posts
engineeringFeb 20269 min read
Shipping agents that actually survive Monday morning
We stopped chasing demo-day magic and started optimizing for the boring stuff — retries, state persistence, graceful failures. Here is what production-grade agentic AI really looks like.
MetalMindTech
launchFeb 20264 min read
KeywordSentinel is live — own your market narrative
From idea to deployed product in 3 weeks. How we built a real-time keyword monitoring engine across Reddit, Hacker News, Product Hunt, and X.
MetalMindTech
essayJan 202611 min read
The vertical AI thesis: why niche beats horizontal every time
Horizontal copilots promise everything and retain nothing. The real moat is in vertical tools that solve one workflow so well that teams never look back.
MetalMindTech
launchJan 20265 min read
LedgerLift: from broken QuickBooks exports to one-click migration
Finance teams told us migration was their biggest fear. We built an AI that turns weeks of manual work into a guided, verified, hour-long process.
MetalMindTech
engineeringJan 20268 min read
Context windows are a cost problem disguised as a feature
Bigger context is not always better. We break down how intelligent routing across model tiers cuts spend by 60% without sacrificing quality.
MetalMindTech
essayDec 20256 min read
Building in public: the MetalMindTech Forge philosophy
We ship weekly, share openly, and treat every product like a living system. This essay explains the principles behind the Forge and why transparency is our competitive advantage.
MetalMindTech