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22:33
2026-06-04
dev.to
ai-infrastructure

AI API gateway vendor evaluation checklist for SaaS teams

A developer has published a practical checklist for SaaS teams evaluating AI API gateways, arguing that production readiness requires more than just model coverage and token price. The checklist cover…

21:29
2026-06-04
dev.to
artificial-intelligence

Should AI Help Write the Tests, or Change What You Test?

A developer argues that AI-assisted development changes testing strategy beyond simple automation, forcing teams to decide whether AI should help write tests, assist in review, or only support debuggi…

21:06
2026-06-04
dev.to
generative-ai

Is AI CAD the Future Or Is It Already Here?

A team of ex-Autodesk engineers has built CadXStudio, a platform that converts natural language prompts directly into structured, editable, parametric 3D models. The system's proprietary Design Engine…

21:03
2026-06-04
dev.to
machine-learning

Week 2

A developer completed a baseline implementation for the Kaggle Orbit Wars competition, achieving an initial score of around 1030 before the score dipped slightly. The developer also used AWS for the f…

21:02
2026-06-04
dev.to
ai-tools

AI tool evaluation framework

A developer who ran 14 AI tools simultaneously last October, spending over $400 monthly while achieving less output than with just two tools, created a framework for evaluating AI tools based on menta…

21:01
2026-06-04
dev.to
large-language-models

Per-project LLM cost attribution with OTel spans: the wiring

A developer built a cost-attribution system for LLM usage by tagging every gateway span with `team.id`, `project.id`, and `feature.id` alongside OpenInference token-count attributes, shipping those sp…

21:00
2026-06-04
dev.to
ai-tools

Generate Video from JSON: AI Context and API Workflow

Zvid has released a public API workflow that enables developers to generate videos from structured JSON data. The process involves defining the video as a JSON payload, submitting it to the rendering …

20:15
2026-06-04
dev.to
artificial-intelligence

The Hidden Cost of Copying Code Without Understanding It

Copying code from online sources without understanding it creates long-term technical debt that emerges when systems need modification or debugging. Developers who take time to understand why a soluti…

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