I Built a Python Tool to Automate Link-Building Research (Using the Google Custom Search API)

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
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
The AI Cost-Modeling Handbook: I let Claude do the modeling, but never the arithmetic
Every "what's the cheapest model?" thread online is people trading vibes. I got tired of it, so I built a pipeline that
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