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⚡ AI Lessons

Dev.to · Jangwook Kim
🧠 Large Language Models
⚡ AI Lesson
5d ago
OpenAI Models on Bedrock: A Responses API Readiness Check
GPT-5.5 and GPT-5.4 now run on Amazon Bedrock's OpenAI-compatible endpoint. We mapped every config change and unsupported feature before you migrate.

Dev.to · Jangwook Kim
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
OpenAI Assistants API Shutdown: Port Your Bot Before Aug 26
OpenAI's Assistants API shuts down Aug 26, 2026. Get the Threads-to-Conversations migration map, a measured token-cost check, and a port checklist.

Dev.to · Jangwook Kim
1w ago
hreflang Has to Be Bidirectional — Auditing My Own 4-Language Blog Turned Up a Homepage Bug
I pointed a 30-line checker at my own build output. All 248 blog posts passed their hreflang clusters; the homepage failed. Here are Google's official reciproci

Dev.to · Jangwook Kim
1w ago
OpenAI Moderation Scores: A Safety-Routing Gate PoC
We ran OpenAI's free moderation model on a labeled test set and built a safety gate that blocks abusive messages while letting an angry-but-fine one through.

Dev.to · Jangwook Kim
1w ago
OpenAI's 24h Prompt Cache: We Measured the Real Discount
OpenAI now keeps prompt caches for 24h by default on GPT-5.5. We ran the API to see when the 90% discount actually shows up, and when it doesn't.

Dev.to · Jangwook Kim
📣 Digital Marketing & Growth
⚡ AI Lesson
1w ago
LocalBusiness Structured Data: JS Injection Works, but Server-Side Is Safer
Inject LocalBusiness JSON-LD with JavaScript and the raw HTML holds zero ld+json blocks. I compared it against server-side output, with Google's official stance

Dev.to · Jangwook Kim
🛠️ AI Tools & Apps
⚡ AI Lesson
1mo ago
MCP-Persona: Tiny Personalized Tool-Use Evaluation
Build a tiny synthetic MCP-Persona-style evaluation for personalized tool use, backed by official sources and an OpenAI API lab check.

Dev.to · Jangwook Kim
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
OpenAI Agent Builder and Evals Winddown Migration Checklist
A practical migration checklist for OpenAI Agent Builder and Evals users, backed by official sources and a small synthetic API check.

Dev.to · Jangwook Kim
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Testing AI Agents with Vitest 4 — Mocking LLM Calls and Streaming Responses in Practice
I verified practical patterns for mocking Anthropic SDK messages.create() and streaming responses in Vitest 4.1.7. This covers why vi.fn().mockImplementation(fu

Dev.to · Jangwook Kim
🛠️ AI Tools & Apps
⚡ AI Lesson
1mo ago
Building Your Own MCP Server with TypeScript — A Practical @modelcontextprotocol/sdk Tutorial
A hands-on tutorial for building a TypeScript MCP server from scratch using @modelcontextprotocol/sdk v1.29.0 and Zod v4. Step-by-step guide covering tool regis

Dev.to · Jangwook Kim
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
AWS MCP Server GA: Secure AWS API Access for AI Agents
AWS MCP Server reached GA on May 6 2026. Get the full developer guide: setup, 5 core tools, sandboxed Python execution, IAM security, and pricing.

Dev.to · Jangwook Kim
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Qwen3.7-Max: Alibaba's Agent-First 1M-Context LLM Developer Guide
Qwen3.7-Max delivers 69.7% Terminal-Bench 2.0 and 1M token context at $2.50/MTok. Complete developer guide: API setup, benchmarks, and Qwen Code CLI.

Dev.to · Jangwook Kim
⚡ AI Lesson
1mo ago
Genkit 2.0 GA: Build and Deploy a TypeScript MCP Server to Cloud Run
A local Genkit MCP server PoC, plus the honest Cloud Run deployment checklist for teams moving TypeScript agent tools toward production.

Dev.to · Jangwook Kim
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Codex Goal Mode: Run Long-Horizon AI Coding Tasks for Hours or Days
Codex Goal Mode is now stable. Learn how /goal turns Codex into a persistent coding agent that runs for hours or days without re-prompting.

Dev.to · Jangwook Kim
⚡ AI Lesson
1mo ago
Migrating from Jest to Vitest 4: A Complete 2026 Guide
A hands-on guide to migrating from Jest to Vitest 4.1.7. Covers installation, config migration, code conversion patterns, and Vitest 4 exclusive features like s

Dev.to · Jangwook Kim
⚡ AI Lesson
1mo ago
Building Automation Scripts with Bun Shell — From Setup to Real-World Patterns
A hands-on Bun Shell guide based on real experiments with Bun 1.3.14. Covers $ template literals, .nothrow() error handling, Promise.all parallelism, and the ma

Dev.to · Jangwook Kim
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building a Streaming AI Chat App with Next.js 16 + Claude API — Complete App Router Guide
A practical guide to connecting Claude API streaming in Next.js 16 App Router. Covers Route Handlers, SSE, and React 19 client integration with real build outpu

Dev.to · Jangwook Kim
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Promptfoo: LLM Red Teaming Against OWASP Top 10
How to use Promptfoo 0.121 to red-team LLM apps against the OWASP LLM Top 10 2025. YAML config, CI/CD integration, and plugin mapping explained.

Dev.to · Jangwook Kim
2mo ago
OpenAI Realtime Audio API: Voice Agents Guide 2026
GPT-Realtime-2, GPT-Realtime-Translate, and GPT-Realtime-Whisper explained with API patterns, pricing, and production tips for voice agent developers.

Dev.to · Jangwook Kim
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Vercel AI SDK 6: First-Class Agents for TypeScript
AI SDK 6 ships ToolLoopAgent as a production-ready agent primitive. Learn the new API, migration path from v5, multi-agent patterns, and what changed.

Dev.to · Jangwook Kim
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Mastra AI 1.0: The TypeScript Agent Framework Developers Are Actually Shipping
Mastra 1.0 is the TypeScript framework for production AI agents — agents, memory, workflows, RAG, and evals in one package. Here's how it works.

Dev.to · Jangwook Kim
2mo ago
Qwen 3.6 Plus: 1M Context Coding Agent Developer Guide
Qwen 3.6 Plus: 1M context, always-on CoT, Terminal-Bench 2.0 #1 at 61.6%. API setup, DashScope pricing, preserve_thinking, and vLLM self-hosting guide.

Dev.to · Jangwook Kim
🛠️ AI Tools & Apps
⚡ AI Lesson
2mo ago
Anthropic SDK vs OpenAI SDK: Developer Experience Compared — Type Safety, Error Handling, and Streaming Patterns
I installed anthropic 0.100.0 and openai 2.36.0 side by side in a sandbox and dug into the internals. Type count 408 vs 230, error class hierarchies, streaming

Dev.to · Jangwook Kim
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
DeepSeek-V3-0324: Open-Source Coding Model Developer Guide
Complete developer guide to DeepSeek-V3-0324: architecture, API integration, function calling, benchmarks, and self-hosting on Ollama or vLLM.
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