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.
Accepting new clients
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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 6
Articles
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.
The hidden context cost in coding agents
In 2026, Systima measured about 33k tokens before the prompt in Claude Code; build a context budget for MCP, instructions and subagents with CI proof.
Friendly Fire turns the security agent into the exploit
In 2026, AI Now showed RCE in Claude Code and Codex during third-party repo review; isolate permissions, sandbox, network and CI evidence before risky PRs.
Your agent can clone a repo that never existed
In 2026, arXiv measured up to 85% hallucination in repo cloning; lock origin, MCP and CI before the agent executes.
