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.
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.
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Articles — Page 5
Articles
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.
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.
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.
