The AI Cost-Modeling Handbook: I let Claude do the modeling, but never the arithmetic

July 1, 2026 · Dev.to

The Modern MVP Is Not Just a Smaller App, It Is a Validated Workflow
MVP development has changed. A few years ago, building an MVP usually meant taking a big product idea and reducing it to
LongCat-2.0 & Agentic AI: Reshaping India's Tech by 2026
After building 50+ AI systems, here is what we know about agentic coding models and the burgeoning open-source AI fronti
Never trust an LLM's output directly. Here's the validation layer I put on every agent.
Here's a failure mode I've seen in nearly every AI agent codebase I've reviewed: the agent receives a model response, tr
I Built a Python Tool to Automate Link-Building Research (Using the Google Custom Search API)
If you've ever done SEO link building manually, you know the drill: you sit there Googling variations of "submit a guest
I Built an LLM Gateway That Extends Claude Pro/Max Users with Azure AI Foundry, Amazon Bedrock, Local Models
AI coding tools have gotten very good. But the infrastructure behind them is still weirdly inefficient. Most tools assum