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Recently, TypeSafe launched Jev, the first of what people are calling System One or decision models: your app sends state plus a query, and Jev sends back typed decisions with probabilities instead of
I've been shipping software for 28 years, 21 of them as a consultant working across over 100 different engagements. Past a certain point, a resume stops being a record and becomes a burdensome editing
A question came up at work recently: can we ditch our $20 monthly coding subscriptions and just use DeepSeek 4.1 Flash, paying per token instead? Some colleagues want cheap pay-as-you-go agentic codin
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 o
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 develo
Inception 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 o
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 c
Good upfront design pays you back later, not in theory, but in the ability to focus on small, high-value improvements instead of rebuilding the app.
Can Anthropic's Fable 5 justify its staggering cost and live up to the massive hype to unseat the top specialized models? I ran Ship-Bench against the model to find out, stacking it up directly agains
