#CI/CD

Artificial Intelligence Advanced

Evaluating LLM Output in CI

Retrieval-augmented generation demos beautifully and fails quietly. The gap between a notebook that answers questions about ten PDFs and a system that serves an entire organisation is not model quality — it is retrieval...

6 Sep 2026 7 min read 56

Automation Intermediate

Terraform Module Design That Scales

Terraform makes it easy to create infrastructure and surprisingly hard to keep a large codebase maintainable. The problems show up around the eighteen-month mark: modules nobody dares change, state files that take twenty...

21 Jul 2026 6 min read 4K

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Agentic AI 6 AI Agents 3 LLM 3 RAG 3 Architecture 2 AWS 2 Coding Agents 2 Linux 2 Networking 2 Performance 2 Prompt Injection 2 Security 2 ZFS 2 Active Directory 1 AI Security 1 Anthropic 1 Asterisk 1 Automation 1 Backup 1 BGP 1