DEV Community

Jangwook Kim profile picture

Jangwook Kim

404 bio not found

Joined Joined on  Personal website https://effloow.com
ReFlect: Training-Free Error Recovery for Long-Horizon LLM Reasoning
jangwook_kim_e31e7291ad98 profile

ReFlect: Training-Free Error Recovery for Long-Horizon LLM Reasoning

#llmreasoning #agents #inference #arxiv2026
Comments
4 min read
ZAYA1-8B: Zyphra's Efficient MoE Reasoning Model Guide
jangwook_kim_e31e7291ad98 profile

ZAYA1-8B: Zyphra's Efficient MoE Reasoning Model Guide

#aitools #reasoningmodels #opensource #moe
Comments
9 min read
Building a FastAPI + Claude API Streaming Production Backend — SSE, Retry, and Error Recovery Guide
jangwook_kim_e31e7291ad98 profile

Building a FastAPI + Claude API Streaming Production Backend — SSE, Retry, and Error Recovery Guide

Comments
7 min read
Snyk + Claude: AI Security for AI-Generated Code in 2026
jangwook_kim_e31e7291ad98 profile

Snyk + Claude: AI Security for AI-Generated Code in 2026

#snyk #claude #devsecops #aisecurity
Comments
10 min read
ReaComp: Compile LLM Reasoning into Zero-Cost Symbolic Solvers
jangwook_kim_e31e7291ad98 profile

ReaComp: Compile LLM Reasoning into Zero-Cost Symbolic Solvers

#programsynthesis #neurosymbolic #llmefficiency #airesearch
Comments
10 min read
Google AI Studio Antigravity: Full-Stack Apps in One Prompt
jangwook_kim_e31e7291ad98 profile

Google AI Studio Antigravity: Full-Stack Apps in One Prompt

#googleaistudio #antigravity #firebase #vibecoding
Comments
9 min read
Claude Code Masterclass #1 — Automating Workflows with Slash Commands, Hooks, and Subagents
jangwook_kim_e31e7291ad98 profile

Claude Code Masterclass #1 — Automating Workflows with Slash Commands, Hooks, and Subagents

Comments
7 min read
DRA-GRPO: Fixing Diversity Collapse in Reasoning Models
jangwook_kim_e31e7291ad98 profile

DRA-GRPO: Fixing Diversity Collapse in Reasoning Models

#grpo #reinforcementlearning #reasoningmodels #deepseekr1
Comments
9 min read
Temporal for AI Agents: Durable Execution Guide 2026
jangwook_kim_e31e7291ad98 profile

Temporal for AI Agents: Durable Execution Guide 2026

#temporal #aiagents #durableexecution #python
Comments
10 min read
Adaptive KV-Cache Quantization: How 'Don't Waste Bits' Cuts On-Device LLM Latency by 17%
jangwook_kim_e31e7291ad98 profile

Adaptive KV-Cache Quantization: How 'Don't Waste Bits' Cuts On-Device LLM Latency by 17%

#llminference #quantization #ondeviceai #paperpoc
Comments
6 min read
Mastra AI 1.0: The TypeScript Agent Framework Developers Are Actually Shipping
jangwook_kim_e31e7291ad98 profile

Mastra AI 1.0: The TypeScript Agent Framework Developers Are Actually Shipping

#typescript #aiagents #mastra #llmorchestration
Comments
6 min read
Qwen 3.6 Plus: 1M Context Coding Agent Developer Guide
jangwook_kim_e31e7291ad98 profile

Qwen 3.6 Plus: 1M Context Coding Agent Developer Guide

#qwen #alibaba #codingagent #llm
Comments
10 min read
Anthropic SDK vs OpenAI SDK: Developer Experience Compared — Type Safety, Error Handling, and Streaming Patterns
jangwook_kim_e31e7291ad98 profile

Anthropic SDK vs OpenAI SDK: Developer Experience Compared — Type Safety, Error Handling, and Streaming Patterns

#anthropic #openai #python #sdk
Comments
7 min read
SpecKV: Adaptive Speculative Decoding with Dynamic Gamma
jangwook_kim_e31e7291ad98 profile

SpecKV: Adaptive Speculative Decoding with Dynamic Gamma

#speculativedecoding #llminference #kvcache #vllm
Comments
8 min read
DeepSeek-V3-0324: Open-Source Coding Model Developer Guide
jangwook_kim_e31e7291ad98 profile

DeepSeek-V3-0324: Open-Source Coding Model Developer Guide

#deepseek #llm #codingmodels #apiintegration
Comments
9 min read
Kimi K2.6: The Open 1T-Param Model for Agentic Coding
jangwook_kim_e31e7291ad98 profile

Kimi K2.6: The Open 1T-Param Model for Agentic Coding

#kimik2 #moonshotai #agenticcoding #mixtureofexperts
Comments
9 min read
Agent Test-Time Scaling Has a Ceiling: CMU Research 2026
jangwook_kim_e31e7291ad98 profile

Agent Test-Time Scaling Has a Ceiling: CMU Research 2026

#llmagents #testtimescaling #benchmarks #agentdesign
Comments
9 min read
Cloudflare Dynamic Workers: V8 Sandbox for AI Agent Code
jangwook_kim_e31e7291ad98 profile

Cloudflare Dynamic Workers: V8 Sandbox for AI Agent Code

#cloudflare #aiagents #v8isolates #sandboxing
Comments
10 min read
GPT-Rosalind: OpenAI's Purpose-Built Drug Discovery Model
jangwook_kim_e31e7291ad98 profile

GPT-Rosalind: OpenAI's Purpose-Built Drug Discovery Model

#openai #drugdiscovery #lifesciences #specializedai
Comments
6 min read
Claude Opus 4.7: High-Res Vision, Task Budgets, and Agentic Coding
jangwook_kim_e31e7291ad98 profile

Claude Opus 4.7: High-Res Vision, Task Budgets, and Agentic Coding

#claude #anthropic #aimodels #visionai
Comments
6 min read
VS Code Agent Mode in 2026: Companion App and MCP
jangwook_kim_e31e7291ad98 profile

VS Code Agent Mode in 2026: Companion App and MCP

#vscode #agentmode #githubcopilot #mcp
Comments
8 min read
Setting Up AI Development with uv — Start a Claude SDK Project in Under 1 Second
jangwook_kim_e31e7291ad98 profile

Setting Up AI Development with uv — Start a Claude SDK Project in Under 1 Second

#python #uv #claudeapi #devenvironment
1
Comments
8 min read
MCP Code Execution: Build Token-Efficient AI Agents
jangwook_kim_e31e7291ad98 profile

MCP Code Execution: Build Token-Efficient AI Agents

#mcp #aiagents #tokenefficiency #anthropic
Comments
10 min read
LangGraph + MCP: Build a Supervisor Multi-Agent System
jangwook_kim_e31e7291ad98 profile

LangGraph + MCP: Build a Supervisor Multi-Agent System

#langgraph #mcp #multiagent #python
1
Comments
8 min read
Mistral Vibe Remote Agents: Medium 3.5 Developer Guide
jangwook_kim_e31e7291ad98 profile

Mistral Vibe Remote Agents: Medium 3.5 Developer Guide

#mistral #aiagents #codingagents #vibecoding
Comments
9 min read
Gemini 2.5 Flash API Cost Optimization Guide — 99% Savings Confirmed by Real Experiments
jangwook_kim_e31e7291ad98 profile

Gemini 2.5 Flash API Cost Optimization Guide — 99% Savings Confirmed by Real Experiments

#gemini #llmapi #costoptimization #googleai
Comments
8 min read
Microsoft Agent Governance Toolkit: Developer Setup Guide
jangwook_kim_e31e7291ad98 profile

Microsoft Agent Governance Toolkit: Developer Setup Guide

#aigovernance #agentsecurity #microsoft #opensource
Comments
9 min read
E2B Sandbox: Secure Code Execution for AI Agents
jangwook_kim_e31e7291ad98 profile

E2B Sandbox: Secure Code Execution for AI Agents

#e2b #aiagents #sandboxing #codeexecution
Comments
10 min read
Google TPU 8i: What the Inference Chip Split Means for Developers
jangwook_kim_e31e7291ad98 profile

Google TPU 8i: What the Inference Chip Split Means for Developers

#googlecloud #tpu #aiinfrastructure #inference
Comments
5 min read
Build an AI Agent with MCP and TypeScript in 2026
jangwook_kim_e31e7291ad98 profile

Build an AI Agent with MCP and TypeScript in 2026

#mcp #typescript #aiagents #claude
2
Comments
5 min read
Mistral Large 3: The 675B Open-Weight MoE Model Developer Guide
jangwook_kim_e31e7291ad98 profile

Mistral Large 3: The 675B Open-Weight MoE Model Developer Guide

#mistral #llm #opensource #moe
Comments
5 min read
Qwen3-Coder: 27B Dense Model That Beats 397B MoE (2026)
jangwook_kim_e31e7291ad98 profile

Qwen3-Coder: 27B Dense Model That Beats 397B MoE (2026)

#qwen3coder #opensourcellm #agenticcoding #localai
Comments
9 min read
Anthropic Files API Guide — Analyze Documents Without Re-uploading PDFs
jangwook_kim_e31e7291ad98 profile

Anthropic Files API Guide — Analyze Documents Without Re-uploading PDFs

Comments
7 min read
Claude Design and Claude Routines: Anthropic's New Agentic Products
jangwook_kim_e31e7291ad98 profile

Claude Design and Claude Routines: Anthropic's New Agentic Products

#claudedesign #clauderoutines #anthropic #agenticai
Comments
9 min read
RAGFlow: Self-Host a Deep-Document RAG Engine
jangwook_kim_e31e7291ad98 profile

RAGFlow: Self-Host a Deep-Document RAG Engine

#rag #selfhosting #docker #aiagents
Comments
10 min read
Claude Haiku 4.5: When to Use It Over Sonnet 4.6
jangwook_kim_e31e7291ad98 profile

Claude Haiku 4.5: When to Use It Over Sonnet 4.6

#claude #anthropic #haiku #llmapi
Comments
9 min read
Google ADK vs LangGraph 2026: I Installed Both and Compared Them Side by Side
jangwook_kim_e31e7291ad98 profile

Google ADK vs LangGraph 2026: I Installed Both and Compared Them Side by Side

Comments
6 min read
Microsoft Agent 365: AI Agent Governance for Developers
jangwook_kim_e31e7291ad98 profile

Microsoft Agent 365: AI Agent Governance for Developers

#microsoft #agent365 #aigovernance #githubcopilot
Comments
10 min read
Temporal for AI Agents: Durable Execution Guide 2026
jangwook_kim_e31e7291ad98 profile

Temporal for AI Agents: Durable Execution Guide 2026

#temporal #aiagents #durableexecution #python
Comments
9 min read
Intel OpenVINO 2026.0: Run LLMs on NPU for Free
jangwook_kim_e31e7291ad98 profile

Intel OpenVINO 2026.0: Run LLMs on NPU for Free

#openvino #intel #npu #ondeviceai
Comments
9 min read
POLARIS: Typed DAG Planning for Governed AI Agents
jangwook_kim_e31e7291ad98 profile

POLARIS: Typed DAG Planning for Governed AI Agents

#agenticai #governance #enterprise #dagplanning
Comments
10 min read
Cloudflare Moltworker: Self-Hosted AI Agents Without Hardware
jangwook_kim_e31e7291ad98 profile

Cloudflare Moltworker: Self-Hosted AI Agents Without Hardware

#cloudflare #aiagents #workers #sandbox
Comments
10 min read
Mercury 2: Inception's Diffusion LLM at 1,000 Tokens/s
jangwook_kim_e31e7291ad98 profile

Mercury 2: Inception's Diffusion LLM at 1,000 Tokens/s

#mercury2 #inceptionlabs #diffusionllm #llmspeed
Comments
9 min read
Langfuse v3 Self-Hosting Complete Guide — Building LLM Tracing on Your Own Infrastructure
jangwook_kim_e31e7291ad98 profile

Langfuse v3 Self-Hosting Complete Guide — Building LLM Tracing on Your Own Infrastructure

Comments
7 min read
Microsoft Agent Governance Toolkit: OWASP Agentic AI Top 10
jangwook_kim_e31e7291ad98 profile

Microsoft Agent Governance Toolkit: OWASP Agentic AI Top 10

#aisecurity #agentgovernance #owasp #microsoft
Comments 1
10 min read
Cloudflare AI Gateway: Zero-Config LLM Proxy for Production
jangwook_kim_e31e7291ad98 profile

Cloudflare AI Gateway: Zero-Config LLM Proxy for Production

#cloudflare #aiinfrastructure #llmproxy #workersai
Comments
11 min read
Gemini 3.1 Flash TTS: Production API Guide for Developers
jangwook_kim_e31e7291ad98 profile

Gemini 3.1 Flash TTS: Production API Guide for Developers

#gemini #texttospeech #googleai #voiceapi
Comments
8 min read
Why Anthropic Cut Off OpenClaw — The Claude Subscription Policy Shift and What It Costs You
jangwook_kim_e31e7291ad98 profile

Why Anthropic Cut Off OpenClaw — The Claude Subscription Policy Shift and What It Costs You

#anthropic #claude #aicosts #openclaw
Comments
8 min read
Xiaomi MiMo-V2.5-Pro: Open-Source 1T Coding Agent Guide 2026
jangwook_kim_e31e7291ad98 profile

Xiaomi MiMo-V2.5-Pro: Open-Source 1T Coding Agent Guide 2026

#aidevelopment #opensource #codingagent #moemodels
Comments
9 min read
Devstral 2: Run Mistral's Open Coding Agent Locally
jangwook_kim_e31e7291ad98 profile

Devstral 2: Run Mistral's Open Coding Agent Locally

#devstral #mistralai #ollama #localllm
Comments
9 min read
Gemma 4 26B vs 31B: Which Model to Run Locally
jangwook_kim_e31e7291ad98 profile

Gemma 4 26B vs 31B: Which Model to Run Locally

#gemma4 #ollama #llm #localai
Comments
10 min read
Anthropic's April Double Release — How Opus 4.7 and Managed Agents Change Agent Development
jangwook_kim_e31e7291ad98 profile

Anthropic's April Double Release — How Opus 4.7 and Managed Agents Change Agent Development

#claude #aiagents #anthropic #llm
Comments
7 min read
Token Optimization for Production LLMs: Cut Costs Effectively
jangwook_kim_e31e7291ad98 profile

Token Optimization for Production LLMs: Cut Costs Effectively

#llmoptimization #tokenefficiency #aicostreduction #promptcompression
Comments
10 min read
Build an MCP Server with TypeScript: 2026 Tutorial
jangwook_kim_e31e7291ad98 profile

Build an MCP Server with TypeScript: 2026 Tutorial

#mcp #typescript #aiagents #developertools
3
Comments 1
9 min read
LLM Prompt Caching in Production: Cut API Costs 78% With Claude
jangwook_kim_e31e7291ad98 profile

LLM Prompt Caching in Production: Cut API Costs 78% With Claude

#anthropic #claude #costoptimization #caching
Comments
7 min read
Claude Streaming + Tool Use: Build Real-Time Agentic Pipelines
jangwook_kim_e31e7291ad98 profile

Claude Streaming + Tool Use: Build Real-Time Agentic Pipelines

#anthropic #claude #streaming #tooluse
Comments
6 min read
OpenAI o3 Pro API: Maximum Reasoning for Hard Tasks
jangwook_kim_e31e7291ad98 profile

OpenAI o3 Pro API: Maximum Reasoning for Hard Tasks

#openai #reasoningmodels #apiguide #o3pro
Comments
9 min read
How to Build a PR Auto-Review Pipeline with GitHub Actions + Claude Code CLI
jangwook_kim_e31e7291ad98 profile

How to Build a PR Auto-Review Pipeline with GitHub Actions + Claude Code CLI

Comments
8 min read
DSPy 3.x: Compile and Optimize LLM Pipelines Automatically
jangwook_kim_e31e7291ad98 profile

DSPy 3.x: Compile and Optimize LLM Pipelines Automatically

#dspy #llmoptimization #promptengineering #aiframeworks
Comments
9 min read
smolagents + MCP Bridge: Connect Any Tool to Your Agent
jangwook_kim_e31e7291ad98 profile

smolagents + MCP Bridge: Connect Any Tool to Your Agent

#smolagents #mcp #huggingface #python
1
Comments
10 min read
loading...