How to Set Up AI Code Review in GitHub Actions
Set up AI code review in GitHub Actions with Codex, least privilege, and separate jobs. Includes YAML, verification, errors, and safety limits.
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I'm Samuel Fajreldines I am a specialist in the entire JavaScript and TypeScript ecosystem (including Node.js, React, Angular and Vue.js) I am expert in AI and in creating AI integrated solutions I am expert in DevOps and Serverless Architecture (AWS, Google Cloud and Azure) I am expert in PHP and its frameworks (such as Codeigniter and Laravel). |
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Samuel Fajreldines I am a specialist in the entire JavaScript and TypeScript ecosystem (including Node.js, React, Angular and Vue.js) I am expert in AI and in creating AI integrated solutions I am expert in DevOps and Serverless Architecture (AWS, Google Cloud and Azure) I am expert in PHP and its frameworks (such as Codeigniter and Laravel).
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Articles — Page 20
Articles
How to Build a TypeScript MCP Server for Coding Agents
Build a TypeScript MCP server, test it in Inspector, and connect it to Claude Code and Codex with schemas, output limits, and read-only tools.
The agent stayed sandboxed; the host trusted the file
In 2026, Pillar published 7 escapes across 4 agents; protect the host, Git, IDEs, hooks, Docker and CI from trusted workspace files.
When an agent writes a migration, the database should say no first
In 2026, 84% of developers use or plan to use AI; review agent-made database migrations in CI with dry-runs, lint, and rollback before real data is touched.
Without telemetry, a coding agent becomes a black box
In 2026, GitHub reported 60 million Copilot reviews; build coding agent observability in CI with JSONL, OTel, safe proof, cost control, and reviewable evidence.
