Paulo Victor Leite Lima Gomes

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agentic autofix needs evidence, not applause Jul 18, 2026

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release notes are becoming agent infrastructure
MCP gateways are the new developer firewall
stateless permissions are not enough for agents
specs are not agent memory
CI cache access is a trust boundary

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ai platform-engineering agents software-engineering security kubernetes developer-tools governance aws AI

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