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Ahab
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Jul 4, 2026
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wangyinghao.ahab@gmail.com
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More info about @ahab_indieseek
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77 posts published
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Gemini 3.7 Flash vs 3.6: Migrate by Accepted-Task Cost
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Aug 14
Gemini 3.7 Flash vs 3.6: Migrate by Accepted-Task Cost
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5 min read
Qwen Code 0.21.11: Install Agent Plugins v1 Without Assuming Full Compatibility
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Aug 13
Qwen Code 0.21.11: Install Agent Plugins v1 Without Assuming Full Compatibility
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6 min read
Claude Code 2.1.229: Keep Vertex and Bedrock Gateway Streams Alive
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Aug 13
Claude Code 2.1.229: Keep Vertex and Bedrock Gateway Streams Alive
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6 min read
Chrome DevTools MCP 1.7: debug memory leaks without reading raw heap snapshots
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Aug 12
Chrome DevTools MCP 1.7: debug memory leaks without reading raw heap snapshots
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6 min read
GitHub Copilot for JetBrains: use Ollama without confusing local inference with local memory
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Aug 12
GitHub Copilot for JetBrains: use Ollama without confusing local inference with local memory
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6 min read
Claude Code 2.1.227: Restore Bash in Claude Code Action Without Dropping the Sandbox
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Aug 11
Claude Code 2.1.227: Restore Bash in Claude Code Action Without Dropping the Sandbox
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5 min read
Qwen Code 0.21.9 Local Control: Pair a Phone Without Exposing Your Agent
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Aug 11
Qwen Code 0.21.9 Local Control: Pair a Phone Without Exposing Your Agent
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5 min read
GPT-5.6 Fast mode long context: price the 272K threshold before rollout
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Aug 10
GPT-5.6 Fast mode long context: price the 272K threshold before rollout
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5 min read
Codex CLI 0.147 --approve-for-me: verify Auto-review before unattended runs
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Aug 10
Codex CLI 0.147 --approve-for-me: verify Auto-review before unattended runs
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5 min read
Claude Managed Agents Session Budget Checklist
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Aug 9
Claude Managed Agents Session Budget Checklist
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6 min read
Qwen Code 0.21.8 Workspace Trust Security Checklist
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Aug 9
Qwen Code 0.21.8 Workspace Trust Security Checklist
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5 min read
Claude Code 2.1.224 Self-Hosted Environments Checklist
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Aug 7
Claude Code 2.1.224 Self-Hosted Environments Checklist
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5 min read
Kimi K3 GitHub Copilot Rollout Availability Checklist
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Aug 7
Kimi K3 GitHub Copilot Rollout Availability Checklist
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6 min read
Claude Code 2.1.223 Permission Bypass Regression Checklist
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Aug 6
Claude Code 2.1.223 Permission Bypass Regression Checklist
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5 min read
Cloudflare AI Gateway User Insights: Spend Checklist
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Aug 6
Cloudflare AI Gateway User Insights: Spend Checklist
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6 min read
OpenAI Terraform provider: import API resources without destructive drift.
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Aug 5
OpenAI Terraform provider: import API resources without destructive drift.
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7 min read
Cursor Google Workspace Plugin Security Checklist
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Aug 5
Cursor Google Workspace Plugin Security Checklist
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6 min read
Qwen Code 0.21.5 MCP Safe Replay Checklist
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Aug 4
Qwen Code 0.21.5 MCP Safe Replay Checklist
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5 min read
Claude Code 2.1.221 Credential File Masking Checklist
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Aug 4
Claude Code 2.1.221 Credential File Masking Checklist
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5 min read
Qwen Code 0.21.4 Forked Subagent Isolation Checklist
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Aug 3
Qwen Code 0.21.4 Forked Subagent Isolation Checklist
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6 min read
Codex GPT-5.4 Retirement: Terra and Luna Migration Checklist
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Aug 3
Codex GPT-5.4 Retirement: Terra and Luna Migration Checklist
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6 min read
Devin Local 3.6.27 Symlink Write Security Checklist
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Aug 2
Devin Local 3.6.27 Symlink Write Security Checklist
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5 min read
Qwen Code 0.21.3 /review Test Plan Checklist
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Aug 2
Qwen Code 0.21.3 /review Test Plan Checklist
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5 min read
Gemini Robotics ER 2 vs Streaming Migration Checklist
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Aug 1
Gemini Robotics ER 2 vs Streaming Migration Checklist
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7 min read
Grok Imagine Video 1.5 Reference Image API Checklist
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Aug 1
Grok Imagine Video 1.5 Reference Image API Checklist
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6 min read
Cursor Start vs Pro India: ₹649 Plan Decision Guide
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Jul 31
Cursor Start vs Pro India: ₹649 Plan Decision Guide
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6 min read
Kimi K3 Local Hardware and Self-Hosting Checklist
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Jul 31
Kimi K3 Local Hardware and Self-Hosting Checklist
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5 min read
Qwen Code 0.21.1 Event-Driven CI Finalizer Checklist
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Jul 30
Qwen Code 0.21.1 Event-Driven CI Finalizer Checklist
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5 min read
Cursor for iPad Cloud Agent PR Review Checklist
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Jul 30
Cursor for iPad Cloud Agent PR Review Checklist
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5 min read
Codex CLI 0.146 Agent Plugins Rollout Guide
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Jul 29
Codex CLI 0.146 Agent Plugins Rollout Guide
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6 min read
GPT Transcribe vs GPT Live Transcribe: Workflow Checklist
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Jul 29
GPT Transcribe vs GPT Live Transcribe: Workflow Checklist
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6 min read
Cloudflare Agents 0.20 MCP SDK v2 Migration
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Jul 28
Cloudflare Agents 0.20 MCP SDK v2 Migration
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6 min read
GitHub Copilot Managed Settings Rollout Checklist
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Jul 28
GitHub Copilot Managed Settings Rollout Checklist
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6 min read
Qwen Code 0.21 Goal Evidence Verification Checklist
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Jul 27
Qwen Code 0.21 Goal Evidence Verification Checklist
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5 min read
GitHub Copilot for Linear: a safe issue-to-draft-PR checklist.
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Jul 27
GitHub Copilot for Linear: a safe issue-to-draft-PR checklist.
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5 min read
Claude Code Strict Network Allowlist Sandbox Checklist
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Jul 26
Claude Code Strict Network Allowlist Sandbox Checklist
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5 min read
Cloudflare Agents SDK + AI SDK v7 Migration Checklist
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Jul 26
Cloudflare Agents SDK + AI SDK v7 Migration Checklist
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5 min read
Claude Opus 5 in GitHub Copilot: Rollout Checklist
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Jul 25
Claude Opus 5 in GitHub Copilot: Rollout Checklist
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5 min read
GitHub Issue Agent Automations: Approval and Confidence Checklist
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Jul 25
GitHub Issue Agent Automations: Approval and Confidence Checklist
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4 min read
MCP 2026-07-28: Stateless Migration Checklist
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Jul 24
MCP 2026-07-28: Stateless Migration Checklist
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5 min read
Grok Build Workflows: Parallel Agent Rollout Checklist
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Jul 24
Grok Build Workflows: Parallel Agent Rollout Checklist
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5 min read
OpenAI API Hard Spend Limits: 429 Runbook and Budget Setup
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Jul 23
OpenAI API Hard Spend Limits: 429 Runbook and Budget Setup
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5 min read
Cursor Router: Cost vs Balance vs Intelligence Rollout Guide
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Jul 23
Cursor Router: Cost vs Balance vs Intelligence Rollout Guide
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5 min read
Gemini 3.6 Flash vs 3.5 Flash-Lite: API Migration Guide
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Jul 22
Gemini 3.6 Flash vs 3.5 Flash-Lite: API Migration Guide
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5 min read
Claude Code 2.1.217 Subagent Concurrency and Budget Guide
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Jul 22
Claude Code 2.1.217 Subagent Concurrency and Budget Guide
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6 min read
Kimi K3 API Guide: Context, Pricing, and Agent Rollout
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Jul 21
Kimi K3 API Guide: Context, Pricing, and Agent Rollout
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6 min read
Qwen CUA Driver 0.7.3 Compatibility Checklist
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Jul 21
Qwen CUA Driver 0.7.3 Compatibility Checklist
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5 min read
Claude Code 2.1.216 Sandbox Security Checklist
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Jul 21
Claude Code 2.1.216 Sandbox Security Checklist
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5 min read
Grok 4.5 API for coding agents: evaluate cost, tools, and rollout
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Jul 20
Grok 4.5 API for coding agents: evaluate cost, tools, and rollout
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5 min read
Claude Code v2.1.215 Verify and Code Review Workflow
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Jul 20
Claude Code v2.1.215 Verify and Code Review Workflow
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5 min read
Claude agent memory migration: prepare for the July 22 API behavior change
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Jul 19
Claude agent memory migration: prepare for the July 22 API behavior change
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5 min read
DeepSeek V4 Pro GA: Responses API, Thinking Effort, and Peak Pricing
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Jul 19
DeepSeek V4 Pro GA: Responses API, Thinking Effort, and Peak Pricing
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6 min read
GitHub Copilot Code Review Setup: Instructions, Firewall, and Runners
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Jul 18
GitHub Copilot Code Review Setup: Instructions, Firewall, and Runners
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6 min read
Dependabot Cooldown: Configure the New 3-Day Default
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Jul 17
Dependabot Cooldown: Configure the New 3-Day Default
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5 min read
GitHub Copilot Security Review vs Code Scanning Autofix
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Jul 16
GitHub Copilot Security Review vs Code Scanning Autofix
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6 min read
Cloudflare AI Bot Policies for Indie Sites
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Jul 15
Cloudflare AI Bot Policies for Indie Sites
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5 min read
WebMCP agent-ready website security checklist
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Jul 14
WebMCP agent-ready website security checklist
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6 min read
CodeQL system prompt injection: a JavaScript fix checklist
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Jul 13
CodeQL system prompt injection: a JavaScript fix checklist
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6 min read
GitHub Copilot in VS Code: control browser tools, parallel agents, and cost
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Jul 12
GitHub Copilot in VS Code: control browser tools, parallel agents, and cost
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6 min read
GitHub Models retirement: migrate before July 30, 2026
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Jul 11
GitHub Models retirement: migrate before July 30, 2026
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6 min read
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