unstructured => GenAI => structured hashtag unlock

Saturday Night Code: TFW finally re-designing BOM architecture legacy server monstrosity to scalable AI-infused distributed cloud app.

Sometimes I cheat and write the code myself.

SO 2025 Developer Survey: survey.stackoverflow.co/2025

A researcher pursues a question, an engineer pursues a product. The first is a scientist, the second technologist. For researchers errors are interesting, for engineers errors need to be eliminated and discarded. Both are employed in companies, pursuing different goals.

Today we have shipped the A2A .NET SDK. We are very open to feedback! devblogs.microsoft.com/foundry/buildi…

Hearing more about increase in consultant demand for maintenance on vibe-coded MVPs that don't scale.

Still so many systems running on server machines with stored procedures for back-end logic. There was a time when this approach was common and continues to work fine for the use-cases it serves. Though with most companies in the cloud this feels increasingly archaic if not an

Saturday Night Code: Feeding a fascination with integration.

Current state of AI coding assistants: project uses CSS modules, assistant generates CSS on the page, and recommends I refactor it globally. hashtag YesIKnowICanImproveMyPromptButPreferToLazyShotAndHopeTheAssistantHasInferenceCapability

Not sure regulating this is feasible unless we have a way to catch everyone doing it, rather than the rare incidences of those who happen to get caught.

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Saturday Night Code: MCP inspiration on Harbor Bay, San Diego

The backlash feels like hype fatigue. Improving ML is an iterative process, there’s no magic “one and done.” GPT-5 is a strong step forward, more conversational, less pedantic. In ML, improving one area can disrupt another, and you adjust, repeat, refine. That cycle is exactly

Today, two of us who have built billion dollar companies are launching the ULTIMATE guide for founders on how to start a lean, AI-native startup in 2025. This covers every single tool Founders should use when building their startup from the ground up, from legal, finance,

Considering cloud service pricing, it's unlikely that any hybrid model one could imagine would be more complex.

Complete Collection of Free Courses to Master AI Agents by DeepLearning.

Beware of the lump of labor fallacy. There will be more jobs than you can imagine.