AI development news from Korea and abroad, in practical context

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Recent Articles
- Dev Practice
Check How the Balanced Default Applies When You Request Copilot Code Review by APIRequesting Copilot code review by REST or GraphQL with the effort level at Default applies Balanced. Covers keeping Lite, plans, automatic review, and Max availability, per the October 2, 2026 announcement.

- Global News
Check Whether Individual Security Researchers Can Apply to the Claude Cyber Verification ProgramUnder Anthropic's October 6, 2026 CVP expansion, individuals can apply for Defense Access, while Red Team Access is for organizations only. Covers tier scope, data retention, and per-cloud availability.

- Dev Practice
Check Whether Picking an Ollama Model in Copilot CLI Turns On Offline ModePicking an Ollama model in Copilot CLI does not turn on offline mode. Covers the version requirement for local model discovery added October 7, 2026, tool-calling and streaming needs, and `COPILOT_OFFLINE`.

- Global News
Check the Permissions You Need Before Connecting Google's Gemini Agent to Enterprise SystemsBefore connecting Google Cloud's Gemini agent to enterprise systems, settle agent identity, role-based permissions, audit logs, and network policy. Items to check and preview status, per the October 8, 2026 announcement.

- Global News
Review Whether You Should Put GGUF Models Straight into Your App with Windows MLWindows ML's GGUF path, announced October 7, 2026, is experimental, so do not put it straight into a production app. Covers the new Text Generation API's languages, model preparation, and ONNX Runtime.

- Dev Practice
Check Whether the GitHub Copilot Local Sandbox Turns On Automatically After General AvailabilityThe GitHub Copilot local sandbox reached general availability on October 7, 2026 but is off by default. Covers supported surfaces, file, network, and credential limits, what falls outside, and the cloud sandbox.

- Dev Practice
Split Big Changes into Reviewable Pieces Now That GitHub Stacked PRs Are Generally AvailableGitHub Stacked PRs reached general availability on October 6, 2026. Criteria for splitting dependent changes, approval retention, merge queue and worktree support, and auto-merge and Enterprise Server availability.

- Dev Practice
Pick Your Replacement Model Before Claude Sonnet 4.5 Retires on November 30claude-sonnet-4-5-20250929 retires on the Claude API on November 30, 2026; the replacement is claude-sonnet-5-5. Other models' dates, code that may break when you migrate, and a checking order are covered.

- Dev Practice
Check the OpenAI API Models Retiring from Late This Year into Early Next Year and Their ReplacementsFrom OpenAI's Deprecations page: models retiring from October 23, 2026 through April 1, 2027 and their recommended replacements, in date order, plus fine-tuning, voice, and agent tool schedules.

- Global News
Check Which Models the Gemini API Launched and Retired from August to OctoberFrom the Gemini API changelog: models that reached general availability from August to October 2026, deprecation notices, ended parameter support, and shutdowns from November on. Check `-preview` models first.

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Korea News
Announcements from Korean AI companies and the local development ecosystem
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