JAJason Agostoniinjason.agostoni.net·6d ago · 7 min readWhat Happens When Every AI Tool You Use Shares One Brain?I was working across a growing pile of AI tools, and each one built its own little fiefdom of knowledge. Claude had Projects, Perplexity had Spaces, and my coding agents knew whatever happened to be o00
JAJason Agostoniinjason.agostoni.net·Aug 23 · 11 min readAre You Using the Best Models for Your Agentic SDLC?Picking a model on just a single factor (retail price, benchmark scores, industry hype) rarely predicts the true cost or quality of agentic development. I had a project that required an agentic develo30
JAJason Agostoniinjason.agostoni.net·Aug 15 · 13 min readCan the Incredible Speed of a Diffusion LLM Accelerate Your SDLC? My Guess Is No, But Let's SeeInception Labs recently bumped their free tier to 100 million tokens, which triggered my curiosity: what happens if you run a diffusion-based language model (which generates text in parallel instead o10
JAJason Agostoniinjason.agostoni.net·Jul 31 · 12 min readDoes Grok 4.5 Deliver Opus Results at a Fraction of the Price?Can Grok 4.5 deliver an Opus-class agentic coding result without the premium frontier price tag? I ran Ship-Bench against Grok 4.5 using Grok Build to find out, looking at whether xAI’s latest model c10
JAJason Agostoniinjason.agostoni.net·Jul 7 · 7 min readAgentic AI: Good Upfront Design Pays You Back LaterI spend a lot of time preaching architecture and constraints, so it is always nice when a side project gives me receipts. Adding this new feature to DumbQuestion.ai was a good reminder that a well-str42J
