by Stephen Kuenzli | Jun 2, 2026 | Development
We deployed the k9 MCP server to AWS Bedrock AgentCore Runtime. Tool calls worked for the first few minutes of every session, then started failing with MCP error -32010: Runtime health check failed or timed out. Local tests stayed green throughout. The fix is one...
by Stephen Kuenzli | Apr 10, 2026 | Announcements
Cross-account event buses are one of the most powerful integration patterns in AWS, and an easy place to make an access policy mistake. A single overly permissive Allow statement can let principals from outside your organization publish events to your bus. With k9-cdk...
by Stephen Kuenzli | Apr 2, 2026 | AI, Security
We’re building an AI agent that triages cloud security findings. It reads a finding from AWS Security Hub or Prowler, assesses the risk, and tells an engineer exactly what to do about it with specific AWS CLI commands they can run. The agent worked. We had 620...
by Stephen Kuenzli | Mar 31, 2026 | AI
We’re building a cloud security agent with Strands Agents that triages AWS security findings. The agent uses the AWS Knowledge MCP server to search and read AWS documentation. The agent looks up remediation guides, CLI syntax, and best practices as part of its...
by Stephen Kuenzli | Oct 1, 2025 | Security
Security teams have long been challenged by security findings scattered across many tools in proprietary formats that don’t play well together. If you’re managing AWS Security Hub findings and need to analyze them alongside data from other security tools,...
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