PR evals that keep code agents honest in CI
In 2026, GitHub had seen 60 million Copilot reviews; build PR evals in CI to validate agents before the reviewer.
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
- Ongoing, not a project
- My team handles delivery
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Articles
Context engineering for coding agents without waste
In 2025, DORA measured 90% AI adoption in software teams; use lean context so coding agents work with better evidence.
The Bottleneck for Code Agents Is Review
In 2026, 85% of devs cite reviewing, editing, and testing AI code as the bottleneck. See a practical harness for reliable PRs, with gates, MCP, and subagents.
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Claudiomiro is an AI-powered CLI that autonomously runs the full software development lifecycle: analyzing codebases, planning, and implementing complete…
