AI Coding Sandboxes Are Not Enough. Design the Blast Radius.
Sandboxes, permissions, and allowlists matter. But serious teams also need to decide how far an AI coding agent mistake can spread.
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Kyluke McDougallRead the analysis
AI Coding Agents Need Guardrails Before They Get Near Production
Claude Code, Cursor, MCP tools, and similar agents are becoming more powerful. For serious product teams, the key question is no longer speed. It is control.
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Kyluke McDougall
On-prem AI coding does not solve the architecture question
Hybrid and on-prem AI coding agents may unlock adoption in regulated companies. They still need architecture, boundaries, review and operational design.
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Kyluke McDougall
MCP turns AI coding agents into connected systems
MCP makes AI coding agents more useful by connecting them to tools, data and workflows. It also means teams need production-style security boundaries around those connections.
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Kyluke McDougall
When AI agents touch databases, speed needs boundaries
AI coding agents can accelerate schema work, migrations and backend changes. They should not be allowed near production data without clear operating rules.
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Kyluke McDougall
When coding agents enter the delivery pipeline
AI coding agents become strategically interesting when they touch CI, pull requests, reviews and deployments. That is exactly when teams need clear operating rules.
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Kyluke McDougall
When AI agents install packages, supply-chain security becomes architecture
AI coding tools speed up development. They also speed up the moment when compromised dependencies, scripts and credentials become production risk.
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Kyluke McDougall
Codex hooks show where AI coding is going
AI coding agents are becoming part of the delivery workflow. The teams that benefit most will not be the ones that trust them blindly, but the ones that put policy, review and operational controls around them.
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Kyluke McDougall
AI coding agents are now part of the attack surface
Pwn2Own Berlin is testing Codex, Claude Code and Cursor. For teams adopting coding agents, the lesson is clear: treat the agent runtime as privileged software, not just a smarter editor.
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Kyluke McDougall