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xn

Full-stack developer and independent builder behind XBSTACK, focused on Web, iOS, Android, cross-platform apps, AI engineering, agents, MCP, LangGraph, automation, and production reliability.

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Full-stack Web, iOS and Android Developer at XBSTACK

Gemini 3.8 Flash vs 3.7 Flash: Same Price, Different Agent Cost?

Gemini 3.8 Flash vs 3.7 Flash: Same Price, Different Agent Cost?

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8 min read
Claude Fable 5.1 vs Mythos 5.1: Same Model, Different Access Boundary

Claude Fable 5.1 vs Mythos 5.1: Same Model, Different Access Boundary

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2 min read
MCP StreamableHTTPClientTransport POST Stays Pending After SSE Disconnect: Issue #2739 Re…

MCP StreamableHTTPClientTransport POST Stays Pending After SSE Disconnect: Issue #2739 Re…

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8 min read
How to Security-Check an MCP Configuration: Secrets, Shell, Remote MCP, and Permissions

How to Security-Check an MCP Configuration: Secrets, Shell, Remote MCP, and Permissions

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4 min read
How to Test an MCP Server Before Production: Read-Only Inspector Preflight

How to Test an MCP Server Before Production: Read-Only Inspector Preflight

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4 min read
How to Add WebMCP to a Website: Chrome 149 Forms, Tool Schemas, and registerTool

How to Add WebMCP to a Website: Chrome 149 Forms, Tool Schemas, and registerTool

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4 min read
How to Configure llms.txt v2: rel=alternate, describedby, and Markdown Discovery

How to Configure llms.txt v2: rel=alternate, describedby, and Markdown Discovery

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4 min read
n8n Execution Stuck Running After Success: Zombie Execution When Successful Runs Are Not …

n8n Execution Stuck Running After Success: Zombie Execution When Successful Runs Are Not …

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6 min read
n8n Code Node 'Task request timed out': Fix 'Not Matched to a Runner'

n8n Code Node 'Task request timed out': Fix 'Not Matched to a Runner'

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10 min read
OpenAI Assistants API Migration: Why Responses API Should Be Your New Architecture

OpenAI Assistants API Migration: Why Responses API Should Be Your New Architecture

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1 min read
OpenAI Zero Data Retention for AI Agents: What ZDR Does—and Does Not—Cover

OpenAI Zero Data Retention for AI Agents: What ZDR Does—and Does Not—Cover

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9 min read
n8n 2.35.3: Why $json.data.sort() Returns null

n8n 2.35.3: Why $json.data.sort() Returns null

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7 min read
n8n HTTP Request Returns a Stream Object with Raw Body + JSON Response

n8n HTTP Request Returns a Stream Object with Raw Body + JSON Response

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6 min read
DeepSeek V4-Pro-0813 + Harness: The Model Is Only Half the Story

DeepSeek V4-Pro-0813 + Harness: The Model Is Only Half the Story

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11 min read
ChatGPT Work vs Codex: Route the Task Before You Pick the Tool

ChatGPT Work vs Codex: Route the Task Before You Pick the Tool

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2 min read
Google ADK state_delta Not Applied on Resume: Runner.run_async Reproduction and Workaround

Google ADK state_delta Not Applied on Resume: Runner.run_async Reproduction and Workaround

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7 min read
OpenAI Responses API Stream Abort: Fix No tool call found

OpenAI Responses API Stream Abort: Fix No tool call found

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14 min read
OpenAI Agents SDK Duplicate Tool Names: Why the Later Tool Wins

OpenAI Agents SDK Duplicate Tool Names: Why the Later Tool Wins

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9 min read
Why LangGraph State Disappears After Run Cancellation: Streaming, Checkpoints and Recovery

Why LangGraph State Disappears After Run Cancellation: Streaming, Checkpoints and Recovery

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17 min read
MCP initialize Removed: Reproducing Unknown MCP Session Across Replicas

MCP initialize Removed: Reproducing Unknown MCP Session Across Replicas

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2 min read
AI Agent Tool Authorization: Build a Policy Gate Before Tool Execution

AI Agent Tool Authorization: Build a Policy Gate Before Tool Execution

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8 min read
n8n AI Agent Not Calling Tools: The Request Contract Behind tool_choice

n8n AI Agent Not Calling Tools: The Request Contract Behind tool_choice

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1 min read
OpenAI Agents SDK RunState: Resume Tool Approvals Without Duplicate Side Effects

OpenAI Agents SDK RunState: Resume Tool Approvals Without Duplicate Side Effects

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3 min read
AI SDK 7 Migration: The Production Breakages a Codemod Cannot Fix

AI SDK 7 Migration: The Production Breakages a Codemod Cannot Fix

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6 min read
I Tested Kimi K3 on a Real Astro Codebase: Strong Cross-File Analysis, Unsafe First Fix

I Tested Kimi K3 on a Real Astro Codebase: Strong Cross-File Analysis, Unsafe First Fix

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5 min read
GPT-5.6 Real-World Test: What Changed in an Astro, Content, and Analytics Workflow

GPT-5.6 Real-World Test: What Changed in an Astro, Content, and Analytics Workflow

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21 min read
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