A 4-minute read for founders: the stop check that caught 3 of 3 seeded retry loops at step one in Rex Circuit's 50-ticket test, and how to ship it by Monday.
A 4-minute read for builders: two decision gates worth copying this week, one that isn't, and the one command that reproduces my small local CPU test.
Large manufacturers cite 20-30% reductions in unplanned downtime from predictive maintenance programs — numbers that took years and millions of dollars to achieve. With modern tool…
Every clinic I have ever been to has the same pre-appointment form and the same 28% ghost rate. I rebuilt it with a conversational agent. Show rate went to 91%. Here is the stack.
A LangGraph multi-agent system wired to PagerDuty, Datadog, and a runbook repo now auto-resolves 31% of incidents without paging a human, cutting MTTR by 41%.
RFPs are where consultants go to die. I gave our team an AI that reads the RFP, finds the matching case studies, and drafts the response. Win rate up 19%, proposal-writing hours do…
Telecom network operations centers process millions of trouble tickets annually — the vast majority of which are repetitive, structured, and solvable with information that already …
I gave an agent a brand brief and asked it to produce a full campaign — creative, copy, landing page, social calendar. Four hours later, here is what came out and where the human s…
Site search is the most under-optimized surface in e-commerce. I swapped a traditional search for a Perplexity-backed agent on a Shopify store. Conversion rose 22%. Here is the set…
Exposing the dispatch system as an MCP server and hooking Claude Desktop to it let drivers ask plain-English questions that replaced 92% of dispatch escalations—built in 4 days for…
My niece kept getting stuck on quadratics. I built a Socratic-method tutor that never just gives the answer. Her grade went from C+ to A-. Here is what I learned about edtech from …
A weekend project wiring Vapi, a fine-tuned 8B model, and a tiny rules engine beat my IVR call-deflection rate by 4x at $0.31 per call.
