PR comments are not trusted context for agents
In 2026, GitInject documented 11 attacks across 4 providers; protect GitHub Actions agents from PR prompt injection with gates, sandboxing, and minimal secrets.
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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 21
Articles
The agent patch passed; the product still broke
In 2026, TDAD cut test regressions by 70%; build regression evals for coding agents with impact analysis, CI, and PR proof.
Codebase RAG only works when the agent asks well
In 2025, Cursor measured 12.5% higher accuracy with semantic search; build codebase RAG with grep, symbols, MCP, and PR proof.
Agent PRs die when they become reviewer labor
In 2026, a study analyzed 33,596 agentic GitHub PRs; reduce reviewer abandonment, duplicate work, large scope, and broken CI before safe human review.
When EDR mistakes an agent for an intruder
In 2026, Sophos saw credential access in 56.2% of agent-related blocks; tune EDR, permissions, and CI without opening secrets.
