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00:28
2026-07-04
dev.to
artificial-intelligence

HTTP 200 Is Not Enough: Define a Successful AI API Request

A developer argues that HTTP 200 status codes are insufficient to define success for AI API requests, as responses can hide fallback models, retries, empty outputs, or latency issues. The post introdu…

00:24
2026-07-04
dev.to
large-language-models

The age of local LLMs is here

A developer revisits local LLMs six months after an initial discouraging assessment and finds the landscape transformed. With new models like Qwen3.6-27B, Qwen3.6-35B-A3B, and Qwen-Coder-Next-80B, loc…

00:23
2026-07-04
dev.to
developer-tools

Copilot CLI drops the PAT requirement inside GitHub Actions

GitHub announced that Copilot CLI inside GitHub Actions workflows can now authenticate using the built-in GITHUB_TOKEN instead of requiring a personal access token (PAT). This change, noted in the Jul…

23:55
2026-07-03
dev.to
artificial-intelligence

Why 'Just Be Careful Next Time' Never Reaches an AI

A developer argues that AI's lack of memory across sessions is a structural design flaw, not a communication problem, and that adding more rules has a ceiling. Surveys show only 4% of companies report…

23:54
2026-07-03
dev.to
artificial-intelligence

The Tool We Built to Measure AI Visibility Couldn't Find Itself

The team behind Relevyn, a tool that measures brand visibility across AI chatbots like ChatGPT, Claude, Perplexity, and Gemini, discovered that their own brand was invisible to these systems before la…

23:40
2026-07-03
dev.to
large-language-models

Vanna AI (El estándar de la industria para Text-to-SQL)

Vanna AI has released Vanna 2.0, an open-source framework for building text-to-SQL assistants. The framework supports native connections to Snowflake, BigQuery, PostgreSQL, and MySQL, and includes pre…

23:26
2026-07-03
dev.to
developer-tools

Run Claude Code locally for free: mlx-serve on Apple Silicon

A developer released mlx-serve, a native Zig server for MLX-format language models on Apple Silicon, enabling local, free, and private use of AI coding assistants like Claude Code. The server exposes …

23:22
2026-07-03
dev.to
artificial-intelligence

Big update on The Missing Manual

The Missing Manual added a free AI Tutor to every guide and learning path on its platform, with no paywall, account, or usage limits. The tool is designed to help learners from beginners to advanced u…

22:36
2026-07-03
dev.to
artificial-intelligence

One Model to Think, Two to Build

A solo developer building seven products uses three different AI models in a pipeline: one for reasoning and planning, two for code generation. The approach separates thinking from building, using a w…

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