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.
Accepting new clients
You run the business.
I handle the software.
I'm Samuel Fajreldines, a senior software engineer. Growing U.S. businesses hire my team to become their software department, not a vendor they rehire every quarter. I set the technical direction, my team builds and ships, and I stay accountable for everything that goes out.
- From $5,000/month
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- My team handles delivery
Articles — Page 10
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.
