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.
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
Articles — Page 11
Articles
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.
GhostApproval shows when the agent diff lies
In 2026, Wiz tested 6 coding assistants; learn how to review symlinks, sandboxing, and approvals before agents write outside the workspace.
Unknown repos need an agent quarantine step
In 2026, 0DIN showed a payload outside the repo; use agent quarantine with sandboxing, denied network, and no setup secrets.
